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- Business Analytics Vs Data Analytics: Difference Between Business Analytics and Data Analytics
Business Analytics Vs Data Analytics: Difference Between Business Analytics and Data Analytics
Updated on 24 April, 2024
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Businesses are always on the lookout for new things and technologies that can enhance their productivity or help them get greater results. One such domain is analytics.
Analytics helps businesses in creating, implementing, and testing new strategies for various sections including customer acquisition, customer experience, business growth, financial management, and much more.
However, because analytics is such a broad field, its subdivisions can get quite confusing especially when it comes to business analytics vs data analytics. Even though they are different from each other, people use these terms interchangeably.
That’s why we’ll discuss the difference between business analytics and data analytics today. We’ll explore the distinctions between these two fields and understand why they are different from each other:
Check out our business analytics courses to upskill yourself.
Business Analytics vs Data Analytics: Definition
The first difference between business analytics and data analytics is in their definitions. Both of them use data to help a business make better-informed decisions but they cover different sections of an enterprise.
What is Business Analytics?
Business analytics refers to the iterative exploration of an enterprise’s data while using statistical analysis techniques to get insights so they can make smart decisions with them. It is a subcategory of business intelligence that focuses on using financial analysis and reporting tools, data mining tools, and data visualization tools to figure out how to use data properly. The aim is to simplify data application for businesses to identify weaknesses, enhance value, and optimize costs for the current operations.
Business analytics helps a business in solving its unique problems and so, is usually at the front of the pipeline. This is a huge distinction because data analytics focuses more on the backend of the business’s data use.
In simple terms, business analytics uses data to help the business make smart decisions about its various aspects. It can help in nearly every section of a business including sales, finance, human resources, product development, customer service, etc.
Must read: Business analyst course free!
Explore our Business Analytics Programs from World
What is Data Analytics?
Data analytics focuses on collecting and using large amounts of raw data to draw conclusions about it and gain valuable insights.
Data analytics consists of analysis and categorising of data including sorting, cleansing, storing the data while identifying patterns in the same. One of the most popular aspects of data analytics is machine learning.
Machine learning allows you to process huge amounts of data and find patterns that allow you to make accurate predictions about that field. It also helps you generate insights that solve complex business problems for your enterprise.
Data analytics is vital for businesses as it helps them become more efficient and devise new strategies through making predictions.
Business Analytics vs Data Analytics: Salary
When we look at the average pay for both of these roles, we find that there’s a little difference between business analytics and data analytics.
The average pay of a data analyst in India is INR 4.3 lakh per annum. Experience matters a lot in this field as an entry-level data analyst with less than a year’s experience gets INR 3.44 lakh per year including the average bonus, overtime pay, and additional benefits.
A data analyst with one to four years of experience gets around INR 4.15 lakh per annum while a professional in this field with five to nine years of experience gets INR 6.73 lakh per annum on average. On the other hand, an experienced data analyst with more than 10 years of experience can get more than INR 10 lakh per annum on average.
The average pay of a business analyst in India is INR 6 lakh per annum. A fresher in this sector makes around INR 3.5 lakh per annum while a business analyst with one to four years of experience gets INR 5.28 lakh per annum on average. Like most sectors, experience matters a lot in this field as professionals with five to nine years of experience get INR 8.3 lakh per annum.
However, a business analyst with more than 10 years of experience gets INR 10 lakh per annum while a business analyst with more than 20 years of experience gets INR 20 lakh per annum.
upGrad’s Exclusive Business Analytics Webinar for you –
How upGrad helps for your Business Analytics Career?
As you can see, the pay range for these fields is quite similar but business analytics has a higher upper limit in comparison to data analytics.
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Read Other Articles Related to Business Analytics
Business Analytics vs Data Analytics: How to Enter
Business analytics and data analytics require you to develop different industry skills and so, you’ll need different certifications to enter these industries.
Data analysis professions such as data analyst, product analyst, and data scientist require you to be familiar with various data science subjects including predictive analysis, statistics, data visualization, and big data analytics.
On the other hand, business analytics requires you to be familiar with business acumen (the keenness of solving business problems), data fundamentals, statistical and modelling tools, ability to track latest industry trends and make decisions accordingly.
Courses for Data Analytics
At upGrad, we offer multiple data analytics courses. You can enroll in our Master of Science in Data Science program. We have launched this program in partnership with Liverpool John Moores University. It lasts for 20 months and is completely online.
Apart from that program, you can enroll in our PG Certification in Data Science program. We offer this program with IIIT-B and lasts for seven months. If you want a more detailed learning experience from IIIT-B, you can enrol in the PG Diploma in Data Science program. It’s India’s first NASSCOM certified PG diploma program in data science.
Business Analytics Courses
If you prefer to pursue a career in business analytics, you can enroll in our Business Analytics Certification Program. It lasts for three months only and is completely online. There’s also our Job-ready Program in Business Analytics. This program lasts for 5.5 months and offers more than 70 hours of live sessions and 5+ case studies and assignments.
Another excellent short-term course is Global Master Certificate in Business Analytics which lasts for six months and gives you a certification from Michigan State University, the #32 ranking public university in the US.
You can also check out IIT Delhi Business Analytics Course. IIT Delhi is one of the top institutes in India and also one of the oldest IIT’s and is always excelled in giving highly industry-relevant courses, Now IIT Delhi has partnered with upGrad to get these top IIT Delhi courses online. They have a variety of other programs like Machine Learning, Executive Management Programme in Strategic Innovation, Digital Marketing and Business Analytics etc.
Our learners also read: Learn Business Analytics Free
Final Thoughts
Figuring out the difference between business analytics and data analytics can be challenging. However, we’re certain that the above points illustrated the notable distinctions between these two sectors.
Business analytics will be helpful to you if you want to pursue a career in management as it focuses on gathering insights for decision-making. Having this skill will make your job as a business leader much easier.
On the other hand, data analytics will be useful for you if you want to pursue a career in the tech sector. It focuses on analyzing and interpreting data to get insights. Usually, data analytics professionals deal with a huge quantity of data so they use advanced tools such as machine learning.
Frequently Asked Questions (FAQs)
1. What is the difference between data analysis and data mining?
Data analysis is a process that involves analysing and organising raw data to gain valuable insights whereas data mining is a process of extracting important patterns from large datasets. In data analytics, the dataset can be small, medium or large whereas in data mining, it is usually large and structured. Though these terms differ, they are both subsets of business intelligence, and have an impact on the success of an organisation.
2. What are the key responsibilities of a product analyst?
As the name implies, a product analyst’s main responsibility involves keeping an eye on a product’s lifecycle. From identifying target markets to researching and making marketing strategies, the role of a product analyst is vital in an organisation. Since they work with different departments within a company, they’re required to keep an eye on market trends and gather data about products. Certain product analysts even interview customers to receive feedback and then use this data to make improvements in the product. Ensuring a product is suitable and profitable is in their hands.
3. Is the upGrad Master of Science in Data Science certification worth it?
Yes, it is. If the world of analytics excites you, you should definitely do this certification programme. To be eligible, all you need is a bachelor’s degree with 50% marks with no coding experience. You’ll get a thorough understanding of python programming, machine learning, natural language processing, business analytics and data engineering. It is a 100% distance-learning programme that offers timely doubt resolution. After the course, you can explore job roles such as data analyst, data scientist, machine learning engineer, product analyst and business analyst.
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Rohit Sharma is the Program Director for the UpGrad-IIIT Bangalore, PG Diploma Data Analytics Program.
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Career Options in Business Analytics
Data and business analytics are integral when it comes to tech companies across the world. In recent times, thanks to the big data boom, over hundreds of terabytes of data is generated by 6 billion connected devices, every hour throughout the world. Such massive data numbers need to be churned and derive original and meaningful insights for the companies to stay ahead of each other in the industry. This is precisely where the business analytics professionals come in!
So what exactly does a business analytics professionals do?
In a nutshell, these individuals keep a close watch on the entire life cycle of data – right from data mining, data analysis, predictive modeling, and data testing. Apart from this, business analytics professionals can play a huge role in decision making for the organization based on the trends found in the data. Meaning these people get to be drenched in data as well as taken seriously in those black-suited boardroom meetings!
Given the continually expanding field of analytics – it has become a broad spectrum industry with abundant career options in business analytics. Plus, apart from the IT industry, there are several sectors – like banking, healthcare, automobiles, etc. which comes with their own set of opportunities in business analytics. As we said before, since data and analytics are united, this can let business analytics professionals easily blend in with some specialized streams like Machine Learning, Artificial Intelligence, etc.
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To be precise, the business analytics professional roles include:
Data Scientist
Data Visualization Analyst
Big Data Analytics Architect
Big Data Engineer
Financial Analyst
Marketing Analytics Manager
Business Intelligence and Analytics Consultant
Analytics Associate Metrics and Analytics Specialist Database Administrator
Fraud Analyst
Retail Sales Analyst
Statistician
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According to a 2017 McKinsey report, there is going to be a shortage of more than 1.9 million data scientists and analysts in the USA in the next two years. And when it comes to India, according to this LinkedIn article, India shall have the highest number of business analysts by 2020. With such overwhelming numbers and growing demand, here is how to start a career in business analytics:
Must read: Business analyst course free!
In recent times, business analysts are one of the most promising professionals in the IT industry in India. And since their work demands a constant switching between analytics, decision making, and communication skills – having an engineering and mathematics background is essential. Apart from the former, the other skills required for a promising career in business analytics are:
Curiosity
Given the vast heaps of data and the possibilities, it comes with, that itself should be enough for you to keep going for the right solutions all the time.
Analysis
To extract meaningful conclusions from the data trends, it needs to be churned out based on strategies and relevant tools. This comes with good experience in the field along with an enhanced industry aptitude in Data analysis.
Also check out: Job-ready Program in Business Analytics from upGrad
Grasp over Tools and Methods
If you have an aptitude in SAS and MS-Excel, then you need to get it in alignment with your IQ to reach to the relevant insights the chunks of data is trying to present.
Attention to Details
Data Mining can be a daunting task and therefore can often result in distractions, losing track of the bigger picture and thus landing in irrelevant information. It with a keen eye to details, such situations can be averted.
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At Ease with Numbers
Data analysis requires fluency in mathematical formulas and calculations, so you have to be a pro in such situations.
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Scope of Business Analytics:
The field of business analytics has been dynamically growing – allowing more and more people into the system as well as helping the company giants stay in the big game. It needs the correct focus, technology, and dedication to pull off effectively all the time. With the help of several high-end business analytics tools, companies like Deloitte, IBM, etc. come up with scaleable profit generation techniques each time.
Since organizations rely heavily on the big data analysis to extract relevant data insights, this shall only grow in numbers in the coming years. Therefore the scope of a business analyst isn’t restricted to its core, but other places like:
Big data analysis
Quality Control and Assurance
SDLC
Business Process Modelling, etc
Thanks to the upgrading to IoT (Internet of Things) and Big Data analytics, this combination technology shall witness an exponential surge in 2020 that can prove to be revolutionary for the business analytics industry in the long term.
upGrad’s Certificate in Business Analytics from IIT Delhi on “Applying Business Analytics” can help you enhance your business performance and drive growth. Since the course is conducted 100% online, it doesn’t require you to compromise focus on business operations. So, book your seat now and avail the benefit of learning from world-class faculty and industry experts for the next seven months!
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What Does a Business Analyst Do? Role, Qualification & Opportunities
What is Business Analysis?
All businesses operate on a set of working procedures. An expansion from small scale businesses to large corporate houses, all systems run on a set of defined standard procedures. These rules can be aimed at an operational task-projection or from a business viewpoint.
All departments in organizations work simultaneously to attain a singular goal of business development. The operating bullets define how tasks need to be done, by whom, and on what scale.
The standard operating procedures (SOPs) or business models affect the outcomes of marketing campaigns. The ultimate objective is to increase business returns and benefit more with less cost.
Business Analysis is when you dive deep into these SOPs and models to extract data and process ways to reason a project/campaigns success or failure. The analyst here works to establish data, recommend analytical stand-points, and implement changes.
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Explore our Business Analytics Programs from World's Top Universities
Business Analytics Certification Programme
Busines Analytics EPGP - LIBA
Professional Certificate Program in Data Science and Business Analytics
Master of Science in Business Analytics
Global Master Certificate in Business Analytics
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Understanding a Business Analyst
The profile of a business analyst is described best with a simple, classic example of comparing their role with a healthcare consultant.
Doctors in the healthcare industry serve a primary responsibility to treat their patients. They apply methods in consultations and medications to prescribe. The process involves:
Attending to their patient,
Enquiring issues,
Analyzing symptoms,
Diagnosing results, and
Prescribing medications
Now, relate the points mentioned above with the role of a business analyst as one who:
Identifies problem areas in a business process
Determines responsible factors
Uses tools and techniques to formulate a solution
Presents the recommendation in a data-driven method, and
Reports the data-driven change to processes
The responsibility of the doctor is to use their consultation skills to treat the responsible agent, causing sickness. Similarly, the responsibility of a business analyst is to use their data analysis skills to find solutions to business problems.
Must read: Learn business analytics online free!
Describing the Roles of Business Analyst
The position of a Business Analyst in an organization demands the use of data analytics to bridge the gap between information technology (IT) and the business.
Your business might be working on a problem that is not bringing the desired results. This is where the Business Analyst (you) will enter:
Help the organization understand their business problem and the need to work on a particular project (if data says it is required)
Provide solutions backed with data and business models to make the stakeholders understand the areas that would need changes
Document those needs and requirement to implement into the business
Come up with new plans to increase returns
By socializing with users and business leaders, you will understand how a data-driven change can alter effectiveness in existing processes. You will be needed to evaluate your idea’s technological feasibility and the company’s financial support.
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Qualifications of a Business Analyst
You need to have a minimum of a bachelor’s degree to be qualified for the Business Analyst job profile. Other educational qualifications will vary with diverse industries and job requirements. Learn how to become a business analyst.
Degrees in finance, accounting, or business administration prove to be useful to satisfy job demands. It can pertain individually to business administration or be general to a distinct industry.
Be it a health sector or software IT group, the requirements on skill set and educational background will reflect demand. Specific additional courses and certifications on Business Analysis programs will prove to be useful to showcase knowledge of the subject matter.
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Skills Required
The profile expects you to be functionally productive while juggling with cost constraints and reasonable ideas for higher output. To meet the demands of the Business Analyst profile, following skills will be expected:
Organisational Skills
Functioning in an organisation and collaborating with various departments
Analytical Skills
Data Analysis and Interpretation
Business Process Re-engineering
Remodelling processes and implementing changes in existing business plans
Business Administration Concepts
Basics of finance, accounting, marketing and operations
Understanding technology and network models
Engineering processes with the help of technological competence
Cost-benefit Project Analysis
Evaluating alternate decisions and analyzing outcomes
Orientation to details
Pricing and Budgeting processes require detailed inputs
Writing Skills
Documenting business plans with technical information for stakeholder’s ease in understanding
Soft-Skills
Communication
Ability to think out-of-the-box
Problem-solving
Being an Influential Leader
Interpersonal skills
Presentation Skills
Demonstrating chosen pathways to valuate maximum profit
Technical Skills
It is not necessary to be a computer programmer for a business analyst profile. The job demands intermediate computer operating skill with the use of spreadsheets, database programs, and software.
Learn more about Business analyst skills.
Industry Opportunities
With the upscaling rise in demand, various industries are opening up positions of Business Analysts. The impressive profile and job description are leading many professionals to opt for this role as the next step of their career growth-plan.
Some of the industries witnessing a rising demand of business analysts are:
Government Organisations and Public Sector
Information Technology
Small-scale businesses
Multinational Business Corporations
Health and Hospital Services
Finance and Banking Institutions
Consulting Firms
Business Analyst Job Description
The business analyst works incorporating technology and data-driven analysis to offer business solutions.
They report the same to responsible executives and stakeholders with the following tasks:
Planning and Monitoring Business Plans
Defining Role
Establishing the scope of the business and IT projects
Levelling out problem areas at each step in the organisation’s workflow
Analysing Variance
Investigate differences between actual and planned behavior, sales difference
Initiate changes from the conventional and existing business processes
Budgeting and Pricing
Setting aside financial asset for a business plan
Defining each business step’s price
Business Forecasting
Predicting future developments in sales, expenditures and profits
Preparing with adjustments for unexpected events
Obligations on Accountability
Your business could be a product, service, software or hardware based. Working on data sets, all that is required from you is to improve efficiencies and add value to the business.
Your duties as a business analyst include:
Quality Assurance
Project Management
Conduct surveys on projects
Alter existing processes to increase returnsFormulate business cases
Carry out statistical analysis
Take steps to make the internal departments for effective
Product Management
Modify product and service offerings
Collaborate technical and process re-engineering
Present data-driven recommendation on changes
Invent new systems
Reasoning solutions on the scale of financial structure and feasible operations, you will be responsible for:
Design test cases on business plans
Review cases to optimise returns
Manage the scope of business projects
Analyse acceptance of the project under review
Instal methods to modify changes
Deploy mechanisms to increase returns
Expectations on know-how
A lot is expected here, from inspiring others to devising plans to scale heights in business growth. Following are some of the requirements from the profile of a business analyst in the organisation:
Understanding how the business in the particular organisation works and operational process flows
Working on multiple projects to meet deadlines
Collaborating with project managers on the mission
Brainstorming ideas to meet ends with multiple teams and stakeholders
Documenting loopholes from standard procedures
Re-evaluate opportunities on business returns
Documenting processes to refine the problem that is to be solved
Add details to the solution with technological inputs.
Conclusion
As leaders in growth, business analysts are required to indulge in various tasks of the organisation’s framework to be the catalysts for change.
Companies across both IT and e-commerce sectors pay excellent compensation to deserving candidates who can add value to their organization. Apart from the regular educational qualifications and work experience, having certification in Job-ready Program in Business Analytics also helps in bagging jobs that offer high-level salaries.
Read Moreby upGrad
23 Dec'195.98K+
How Business Analytics Help To Grow Business
In the past decade, thanks to the growing proliferation of smartphones and smart devices and the increasing adoption of Data Science technologies – AI, ML, Data Analytics, Business Analytics – the world has been churning out colossal volumes of data. And although we now sit on this data goldmine, raw data is of little or no value to us unless processed, analyzed, and interpreted. This is where Business Analytics enters the scene.
What Is Business Analytics?
Business Analytics focuses on analyzing large volumes of historical data using a combination of diverse technologies like information technology, statistical analysis, quantitative methods, and computer-based models to gain meaningful business insights.
Companies and organizations use these insights to make data-driven, actionable decisions for the future. While statistical methods help extract the relevant patterns from within large datasets, computer-based models allow business owners to visualize the performance of different strategies and decisions under varying scenarios.
In simple words, business analytics refers to the technique of employing different quantitative methods to extract meaning from data to make informed business decisions.
As such, by analyzing past performances and delivering data-oriented results, business analytics enables companies to prepare for the future. This is particularly crucial in the present age when every business entity is looking to optimize their decision-making process to achieve the competitive upper hand.
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Must read: Business analytics free online courses!
What’s great about business analytics is that it offers a wide range of applications suited to almost every industry such as customer relationship management, financial management, inventory management, and marketing, banking, supply-chain management, human resource management, to name a few.
Business Analytics involves three core methods
Descriptive which interprets historical data to identify trends that can create value for a business.
Predictive that leverage statistics to predict future outcomes.
Prescriptive that uses a host of techniques to determine which outcome is likely to deliver the best results in a specific business scenario.
What Benefits Do Business Analytics Bring To A Business?
Here are the top seven benefits that business analytics brings to the table
1. It Promotes Informed Decision-Making
As we mentioned, business analytics is all about uncovering insights from raw data and using it to influence business decisions positively. When companies can analyze their past performances, they get to identify missed opportunities and subpar strategies. Accordingly, they can improve their ongoing campaigns and future decisions.
2. It Improves Customer Experience
The market is flooded with choices – the product/service you offer may be provided by ten other brands. So, why should a customer choose you? It all boils down to the quality of products and the degree of personalization you offer to your customers. Modern customers are all about products/services that are customized to suit their specific needs and preferences.
Business analytics can help you understand the purchasing behavior, tastes, requirements, etc., of your buyer personas. Equipped with this data, you can extend highly-targeted offers/discounts, campaigns, and products to your target customers, winning their loyalty time and again.
In the long run, the efforts you put into creating a unique customer experience boost the customer satisfaction factor significantly.
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3. It Improves Operational Efficiency
Business analytics is one of the most vital tools for increasing operational efficiency. By analyzing the performance of your business processes, campaigns, marketing strategies, and business decisions, you can optimize the results.
In other words, analytics helps paint a clear picture of what is working for your business and what is not. This allows you to fine-tune business operations and processes for enhanced performance and higher returns.
4. It Increases ROI
Since business analytics enhances operational efficiency and improves decision-making, it inevitably creates new opportunities to increase the financial gains of businesses. According to McKinsey research, companies that use big data analytics witnessed a 6% increase in profits which can escalate to 9% provided steady investments are made in a five-year term.
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5. It Helps Identify New Business Opportunities
The potential of business analytics is not limited to identifying opportunities to boost decision-making and operational efficiency. Companies can use analytics to conduct market and competitor research to find out untapped opportunities such as new markets, new customer segments, new product ideas, etc.
As new doors open, the potential to grow and earn more profits increases manifold.
6. It Doubles As An HR Tool
While AI and ML have already revolutionized the hiring process across the industry, today, many companies are using business analytics in HR management. Data analytic can evaluate employee performance and assess their job satisfaction and willingness to upskill/take on additional responsibilities, and so on.
This makes it easier for HR managers to determine the professional development of employees, make promotion decisions, and offer fair performance evaluations.
7. It Minimizes Risks
By enabling business owners to make informed decisions based on concrete data including performance, customer behavior, and market trends, business analytics minimizes risks to a great extent. This, in turn, not only establishes a company as a leader in the market, but it also saves it from incurring financial losses.
Our learners also read: Learn Business Analytics Free
Why Study Business Analytics?
As an increasing number of organizations realize the potential of data backed by different Data Science technologies, the demand for skilled professionals is also rising. Any business failing to take the data-driven approach is going to fall behind in the race. However, be it AI, or ML, or business analytics tools, these will not deliver tangible results if a company lacks the right talent.
The global business analytics market continues to grow steadily as we speak, indicating that there’s a rapidly growing demand for certified business analytics experts.
In fact, business analysis ranked as one of the most in-demand skills. Unfortunately, the demand far exceeds their supply, and while this is bad news for companies, it is great for aspirants who’re looking to build a career in Data Science.
The proven pathway to entering the business analytics domain is by opting for a certification course or training program. For instance, the Global Master Certificate in Business Analytics is an excellent choice to broaden your domain knowledge and take your career to the next level.
Taught by expert instructors of the Michigan State University, this 6-month course will teach you how to use data insights to improve business performance, enhance decision making, and craft long-term development plans.
This course takes a holistic approach to business analytics by integrating business management, data engineering, and the natural sciences in the curriculum.
Apart from mastering the fundamentals of data analytics, you will learn how to use various analytical and statistical tools like Tableau, R, and Microsoft Access.
You can also Check out certification in business analytics from IIT Delhi. IIT Delhi is one of the top institutes in India and also one of the oldest IIT’s and is always excelled in giving highly industry-relevant courses, Now IIT Delhi has partnered with upGrad to get these top IIT Delhi courses online. They have a variety of other programs like Machine Learning, Executive Management Programme in Strategic Innovation, Digital Marketing and Business Analytics etc
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Read Moreby Rohit Sharma
30 Dec'205.54K+
8 Business Analytics Tips: Which Helps to Run Business Successfully
Business analytics is the process of extracting information and insights through statistical analysis of market trends, customer reactions, and past performance to drive better decision-making practices and help businesses achieve goals.
In any industry, data analytics, intelligence and insights play a key role in driving a business’s success. There are tools and technologies to conduct iterative research and extract valuable information that can result in strategic planning and actionable decision-making. This doesn’t just influence the financial aspects of a business and streamline customer experience but also brings management professionals to effectively contribute to an organization’s success.
In this article, we will explore the role of business analytics in business decision-making to gain an advantage in the competitive market.
How Does Business Analytics Impact Business Success?
Business analytics and insights aren’t just limited to implementing initiatives that maximize the efficiency of external factors impacting a business. It is also targeted at enhancing internal performance and quality by gaining a comprehensive understanding of the management system. This ensures timely availability of resources, better coordination, risk assessment and management, and improved customer experience.
Must read: Business analytics free course!
Here is how business analytics helps businesses become more strategic and achieve goals:
1. Visualize Long-Term Business Goals
Statistical facts based on the evaluation of a company’s past performance, industry trends and future projections can help a business visualize long-term goals for the company. This is essential to ensure growth and retain a competitive edge in the market.
When company CFOs, managers, executives and sales teams have direct access to business intelligence and “one view of the truth”, it accelerates the process of decision-making.
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2. Enhance Business Performance
With streamlined data analytics in place, businesses have a comprehensive view of the human side of the equation that deals with how people process information and use it to implement a given task. Through this, companies can allocate their resources in a better fashion as per the skills, strengths and weaknesses of employees, and work on aspects that require improvement, so as to maximize internal performance.
By staying on top of employee operations, companies can recognize inconsistencies in management, and work to streamline them and enhance productivity. It would also impact recruitments and reduce the cost of hiring.
3. Improve Risk Management
Business analytics in business decision making help forecast aspects of management that can go awry in time. This allows businesses to implement practices to prepare for potential structured and unstructured issues by streamlining communication between departments and configuring improved risk management models. Based on this, businesses can then forecast risks with even more accuracy in future and eradicate potential crises by deploying necessary tools.
4. Identify Sales Opportunities
Through data analytics, companies can conduct iterative studies on customer behaviour, their purchasing habits and favourable reactions, to identify sales opportunities. They can discover the most effective cross-sell and up-sell opportunities and use them to improve their sales decisions.
Data analytics also provide comprehensive insight into the type of customers a business should be targeting. This can help sales teams recalibrate their sales strategies and tailor their acquisition and conversion plans accordingly.
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5. Identify New Business Opportunities
Business professionals may recognize short-term trends, but the sustainability of a business depends on identifying new business opportunities and strategizing accordingly to ensure longevity. Business analytics gives a clear insight into the shifts in markets and allow businesses to determine which products must be updated.
Such intelligence-based decisions result in profitable outcomes and enhance the growth potential of a company. They also help predict risks down the road, so key areas of concern can be improved to increase a business’s chance of success.
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6. Improve Marketing Strategies
By monitoring customer’s reactions towards promotions and marketing campaigns, a business can determine which campaigns to prioritize and devise strategies to capitalize on the most successful products and services.
As per a study by McKinsey & Company, data insights and analytics positively impact marketing decisions and help drive productivity by 15-20%. Take Target’s “pregnancy prediction score” for instance, that analyzes the purchasing habits of a customer to ascertain how likely they are to be pregnant. Based on this, retailers decide the promotional coupons and discounts that will be sent to the customer.
Predictive analytics is a common practice by companies to drive customer experience and foster reliability and loyalty with respect to their brands in a customer’s mind. This requires conducting investigative research in real-time, monitoring purchase habits, internet searches, and deducing fact-based conclusions to fine-tune marketing decisions. Based on these insights, sales teams can also collaborate with marketing departments to make quick and effective decisions.
7. Streamline Customer Service
Data insights have a key role to play in decisions that directly impact the customer experience. By identifying patterns in customer reactions and studying the interactions between your employees and customers, a business can align their marketing strategies to drive profitable outcomes. These data simulations can help both marketing teams and the IT department to restructure budgets and devise campaigns that improve customer interaction as well as drive business goals.
8. Improve Financial Status
When companies have a thorough insight into their profit margins and losses, incoming and outgoing transactions and finance sheets, they are well-positioned to evaluate the potential of their products and services. This helps eliminate cost concerns and identify revenue streams to improve the financial status of the company.
Inconsistencies in inventory management also affect the profit margins of a company. An exhaustive view of ordering patterns, quantities, and prices can help reduce inventory costs and gain a stronghold on the finances of the company.
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Business Analytics in Business Decisions
Business analytics puts companies in a position to streamline internal processes, be it HR, marketing/sales or supply chain, and help improve the relevance of their product offerings. It allows them to employ strategic decision-making at all levels to influence business operations.
Businesses all around the world rely on data analytics and intelligence to retain a competitive advantage in the market. It is the need of the hour for companies to invest in data mining practices to stay relevant and in-demand.
The good news is there are online courses on business analytics that anyone can take up and upgrade their skill set in a way that they become indispensable to an organization.
Conclusion
upGrad’s Global Master Certificate in Business Analytics from Michigan State University with separate courses on “Data Mining and Management Strategies” and “Applying Business Analytics” can help you enhance your business performance and drive growth. Since the course is conducted 100% online, it doesn’t require you to compromise focus on business operations. So, book your seat now and avail the benefit of learning from world-class faculty and industry experts for the next six months!
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Read Moreby Rohit Sharma
16 Feb'2111.67K+
Scope & Future of Business Analytics in India: What Should You Do?
Even though businesses worldwide were increasingly adopting business analytics, artificial intelligence and agile delivery methods in their business practices before COVID-19 struck, the process has surprisingly accelerated post the pandemic.
Business analytics, widely known for its diagnostic, predictive and prescriptive prowess, has gained tremendous traction in the last year as governments and healthcare institutions embraced this progressive approach to overcome organisational obstacles and provide long-lasting solutions.
As per Mckinsey, business analytical capabilities are projected to create $9.5 trillion to $15.4 trillion annual economic impacts across nineteen industries worldwide, of which 40% can be credited to AI implementation.
This article will analyse the scope of business analytics in India and shine a light on how business leaders have updated their approach towards business decision-making.
Let’s first understand business analytics and look at the questions analytical techniques seek to answer.
Also Read: What is business analytics – Career scope, Salary & Job Roles.
What is Business Analytics (BI)?
Business Analytics is the iterative and systematic analysis of a company’s statistical data to gain insights into the past performance records, ongoing business operations, and industry trends to foster strategic planning and data-driven decision-making capabilities and drive the growth of a company.
Business Analytics is an investigative approach that seeks to answer the what, why, when and how of business operations.
1. Descriptive Analysis: Uses historical data to recognise trends, inconsistencies, or patterns used to profit an organisation.
2. Diagnostic Analysis: It is the analysis of an observed event to understand why it took place. It usually involves conducting test hypotheses to draw fact-oriented conclusions.
3. Predictive Analysis: It is the interpretation of information to forecast potential outcomes and improve risk assessment and management.
4. Prescriptive Analysis: It usually involves testing and comparing outcomes to determine which has the potential for success.
Businesses employ business analytics as navigational tools to solve potential problems, streamline existing operations and invest in solutions that are most likely to assist in scalability and progress.
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Scope of Business Analytics
As small to medium and large size businesses tap into the problem-solving prowess of business analytics, some business operations sections stand to benefit more than others. Forecasting demands, risk assessment, identifying potential disruptions in the supply chain, and providing support in crisis times are just a few scenarios where business analytics has proven to be a boon in India.
Read: Business analyst career path and professional roles.
To that end, we estimate the scope of business analytics is poised to tremendously impact the following business scenarios:
1. Customer Experience: Quality consumer experience is key to ensuring smooth business operations. By gaining a deep understanding of what type of customers frequent your business and what their purchase habits are like and studying their behaviours, companies can tailor their services to achieve customer gratification and ensure their loyalty to the brand. Business analytics provides businesses with this possibility and allows them to personalise their products and services to cater to customers.
2. Inventory Management: businesses can streamline supply chain processes and reduce overhead costs. Business analytics provides an understanding of the frequency and timing of orders, which products are in demand and how poised a company is to serve those demands, strategically planning their supply chain operations. It also provides businesses with the capability to scale their services sustainably.
3. Sales and Marketing: Companies can study customers’ reactions towards their marketing campaigns and product offerings to create targeted campaigns and identify the most effective cross-sell and up-sell opportunities. It involves investigating the age demographic a consumer falls into, their average income, what motivates them to make purchases to predict patterns, and trends in their purchasing behaviour. This helps businesses focus their product messages and launch timings to suit their customers’ requirements.
4. Hiring and Recruitment: Companies are keen on associating with HR officials with a background in data analytics and business intelligence. This ensures that HR specialists can analyse data to onboard skilled and professional employees who contribute to a company’s growth. It also helps save companies hiring and training costs.
5. Finance: Big data and business analytics allow companies to handle their finances more effectively. Insights on marketing spend, and a comprehensive view of incoming and outgoing transactions can help businesses improve their business decision-making abilities, so they allocate their resources more efficiently. McKinsey & Company’s study showed that an integrated analytics approach towards marketing expenditure could free up to $200 billion worldwide.
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Also, check out: Job-ready Program in Business Analytics from upGrad
Future of Business Analytics
A business-focused approach to analytics has allowed companies to update the relevance of their product offerings, helping them maximise reach, discover business opportunities and tap into new revenue streams. It has also helped businesses provide optimised solutions to consumers, thereby enhancing customer experience.
Take Walmart’s search engine for example, that at one point during the launch of NBC’s latest House season was witnessing a significant number of “house” related searches. Since the results displayed were based on Walmart’s internal data, including household items, doghouses, etc., customers who came to buy CD/DVD sets of House would abandon the check-out process without completing the purchase.
Walmart noticed this increase in the ‘shopping-cart abandonment’ rate and successfully employed business analytics tools to reduce it by 10% to 15%. which was done with the help of external data from other search engines, including Twitter and Facebook.
This is a common trend all over the world. Tech giants like IBM, Cognizant, and KPMG invest in analytical technologies and tools to yield ground-breaking results and drive unparalleled performance.
This favourable attitude towards business analytics is one of the key developments in India, and businesses of all sizes are looking to connect big data to business intelligence to attain distinction in their respective industries.
To that end, here are the changes we can expect to see in future:
AI, Machine Learning and Big Data implementation will play a huge role in providing quality services and ensuring business progress.
Data quality management is poised to become a crucial digital trend.
As consumers become more conscious of privacy and receptive to personalised services, business analytics will pave the way for better and secure customer experience.
Predictive and prescriptive analytical approaches will force companies to rethink traditional models favouring unconventional technologies that increase sustainability and chances of success.
Business analytics is expected to significantly impact marketing, sales, customer experience, finance, risk management, HR, and social media practices, among others.
Business professionals with an in-depth understanding of business analytics are better positioned to be industry leaders. They will have an edge in addressing short-term challenges and fulfilling long-term goals by constantly updating their descriptive and predictive analytical models to eliminate uncertainties and tap into new business opportunities.
Certifications in business analytics courses will help business professionals attract favour from top companies in India and bolster their success chances. Equally valuable will be degrees in Data Science, and Machine Learning and Artificial Intelligence.
Now you can also get certifications in business analytics from IIT Delhi. IIT Delhi is one of the top institutes in India and also one of the oldest IIT’s and is always excelled in giving highly industry-relevant courses, Now IIT Delhi has partnered with upGrad to get these top IIT Delhi courses online. They have a variety of other programs like Machine Learning, Executive Management Programme in Strategic Innovation, Digital Marketing and Business Analytics etc
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Adopting a Data-Oriented Mindset
The COVID-19 pandemic has demonstrated that expeditious changes are both necessary and possible for a business’s sustainability. Companies that rely on fact-based insights to develop a vision for the future and are quick to adapt to evolving technological standards have the potential to be industry leaders.
Conclusion
To survive and thrive in a competitive environment, business professionals must invest in proven solutions and constantly upgrade their skills to stay ahead in the race. They must be able to analyse data and deduce profitable conclusions from it to strategise effective business plans. And a Master’s Degree in Business Analytics from a reputed university can bring you a lot closer to these goals.
If you are looking to incorporate business analytics and intelligence into your skills set, upGrad x Michigan State University’s online Business Analytics program can help you. With uninterrupted access to world-class faculty and advanced technologies for six months, you stand to gain an undeniable competitive advantage that will benefit both your company and your career.
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Read Moreby Rohit Sharma
16 Feb'215.77K+
Business Analytics Vs Data Analytics: Difference Between Business Analytics and Data Analytics
Businesses are always on the lookout for new things and technologies that can enhance their productivity or help them get greater results. One such domain is analytics.
Analytics helps businesses in creating, implementing, and testing new strategies for various sections including customer acquisition, customer experience, business growth, financial management, and much more.
However, because analytics is such a broad field, its subdivisions can get quite confusing especially when it comes to business analytics vs data analytics. Even though they are different from each other, people use these terms interchangeably.
That’s why we’ll discuss the difference between business analytics and data analytics today. We’ll explore the distinctions between these two fields and understand why they are different from each other:
Check out our business analytics courses to upskill yourself.
Business Analytics vs Data Analytics: Definition
The first difference between business analytics and data analytics is in their definitions. Both of them use data to help a business make better-informed decisions but they cover different sections of an enterprise.
What is Business Analytics?
Business analytics refers to the iterative exploration of an enterprise’s data while using statistical analysis techniques to get insights so they can make smart decisions with them. It is a subcategory of business intelligence that focuses on using financial analysis and reporting tools, data mining tools, and data visualization tools to figure out how to use data properly. The aim is to simplify data application for businesses to identify weaknesses, enhance value, and optimize costs for the current operations.
Business analytics helps a business in solving its unique problems and so, is usually at the front of the pipeline. This is a huge distinction because data analytics focuses more on the backend of the business’s data use.
In simple terms, business analytics uses data to help the business make smart decisions about its various aspects. It can help in nearly every section of a business including sales, finance, human resources, product development, customer service, etc.
Must read: Business analyst course free!
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What is Data Analytics?
Data analytics focuses on collecting and using large amounts of raw data to draw conclusions about it and gain valuable insights.
Data analytics consists of analysis and categorising of data including sorting, cleansing, storing the data while identifying patterns in the same. One of the most popular aspects of data analytics is machine learning.
Machine learning allows you to process huge amounts of data and find patterns that allow you to make accurate predictions about that field. It also helps you generate insights that solve complex business problems for your enterprise.
Data analytics is vital for businesses as it helps them become more efficient and devise new strategies through making predictions.
Business Analytics vs Data Analytics: Salary
When we look at the average pay for both of these roles, we find that there’s a little difference between business analytics and data analytics.
The average pay of a data analyst in India is INR 4.3 lakh per annum. Experience matters a lot in this field as an entry-level data analyst with less than a year’s experience gets INR 3.44 lakh per year including the average bonus, overtime pay, and additional benefits.
A data analyst with one to four years of experience gets around INR 4.15 lakh per annum while a professional in this field with five to nine years of experience gets INR 6.73 lakh per annum on average. On the other hand, an experienced data analyst with more than 10 years of experience can get more than INR 10 lakh per annum on average.
The average pay of a business analyst in India is INR 6 lakh per annum. A fresher in this sector makes around INR 3.5 lakh per annum while a business analyst with one to four years of experience gets INR 5.28 lakh per annum on average. Like most sectors, experience matters a lot in this field as professionals with five to nine years of experience get INR 8.3 lakh per annum.
However, a business analyst with more than 10 years of experience gets INR 10 lakh per annum while a business analyst with more than 20 years of experience gets INR 20 lakh per annum.
upGrad’s Exclusive Business Analytics Webinar for you –
How upGrad helps for your Business Analytics Career?
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As you can see, the pay range for these fields is quite similar but business analytics has a higher upper limit in comparison to data analytics.
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
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Future Scope of Business Analytics
Business Analytics Eligibility or Requirement
8 Business Analytics Tips: Which Helps to Run Business Successfully
Business Analytics vs Data Analytics: How to Enter
Business analytics and data analytics require you to develop different industry skills and so, you’ll need different certifications to enter these industries.
Data analysis professions such as data analyst, product analyst, and data scientist require you to be familiar with various data science subjects including predictive analysis, statistics, data visualization, and big data analytics.
On the other hand, business analytics requires you to be familiar with business acumen (the keenness of solving business problems), data fundamentals, statistical and modelling tools, ability to track latest industry trends and make decisions accordingly.
Courses for Data Analytics
At upGrad, we offer multiple data analytics courses. You can enroll in our Master of Science in Data Science program. We have launched this program in partnership with Liverpool John Moores University. It lasts for 20 months and is completely online.
Apart from that program, you can enroll in our PG Certification in Data Science program. We offer this program with IIIT-B and lasts for seven months. If you want a more detailed learning experience from IIIT-B, you can enrol in the PG Diploma in Data Science program. It’s India’s first NASSCOM certified PG diploma program in data science.
Business Analytics Courses
If you prefer to pursue a career in business analytics, you can enroll in our Business Analytics Certification Program. It lasts for three months only and is completely online. There’s also our Job-ready Program in Business Analytics. This program lasts for 5.5 months and offers more than 70 hours of live sessions and 5+ case studies and assignments.
Another excellent short-term course is Global Master Certificate in Business Analytics which lasts for six months and gives you a certification from Michigan State University, the #32 ranking public university in the US.
You can also check out IIT Delhi Business Analytics Course. IIT Delhi is one of the top institutes in India and also one of the oldest IIT’s and is always excelled in giving highly industry-relevant courses, Now IIT Delhi has partnered with upGrad to get these top IIT Delhi courses online. They have a variety of other programs like Machine Learning, Executive Management Programme in Strategic Innovation, Digital Marketing and Business Analytics etc.
Our learners also read: Learn Business Analytics Free
Final Thoughts
Figuring out the difference between business analytics and data analytics can be challenging. However, we’re certain that the above points illustrated the notable distinctions between these two sectors.
Business analytics will be helpful to you if you want to pursue a career in management as it focuses on gathering insights for decision-making. Having this skill will make your job as a business leader much easier.
On the other hand, data analytics will be useful for you if you want to pursue a career in the tech sector. It focuses on analyzing and interpreting data to get insights. Usually, data analytics professionals deal with a huge quantity of data so they use advanced tools such as machine learning.
Read Moreby Rohit Sharma
17 Feb'216.97K+
Business Analytics Eligibility or Requirement
To pursue a career in business analytics, you’ll need to be proficient in its concepts and have the necessary qualifications. Companies prefer candidates that have the latest skills, and a qualification shows proof of their knowledge.
If you’re looking for a business analytics course and want to know if you’re eligible for one or not, you’ve come to the right place. This article will talk about the business analytics requirement for our course.
You’ll learn about the minimum eligibility requirements for our Certified Program in Business Analytics course we offer with IIT Bombay. When you know the business analytics eligibility criteria, you can plan your career accordingly.
Now, without further ado, let’s dive right in!
Business Analytics eligibility for our course
Our Certified Program in Business Analytics is a 7-month program and is made for current and aspiring business analytics, business intelligence, and data analytics professionals.
You must be a graduate (10+2+3) or a diploma holder (10+2+3) from a recognized university (State Government / AIU / AICTE / DEC / UGC / recognized international universities) in any field with at least one year of professional experience after graduation or diploma.
This program also requires you to be familiar with programming concepts, including variable assignment, loops, function, and data types. You must be proficient in graduate-level mathematical concepts, including matrices (matrix operations and representation), functions, and calculus (partial derivatives and differentiation).
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That’s all. If you meet these eligibility criteria, you can apply for this course right away and take the first step towards having a career in business analytics.
It is also suitable for business analytics professionals who want to enhance their skill set, professionals in strategy, marketing, and operations who wish to use analytics in their field and improve their performance.
This is also a suitable course for entrepreneurs, business owners, and business heads in different verticals who want to make data-driven decisions. Business analytics has many applications in the various aspects of an organisation, including management, finance, marketing, and human resources.
The Application Process
Just as this course’s business analytics eligibility criteria, the application process is also straightforward and easy. It has three steps:
Application Submission
In the first step, you will have to submit an application form and copies of your credentials through the upGrad portal.
Shortlisting
After you have submitted your application, you will be shortlisted based on your eligibility and supporting documents.
Offer Letter
In the final step, you will receive an offer letter from IIT Bombay.
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More About our Business Analytics Course
Our Certificate Program in Business Analytics offers a personalised learning experience from industry experts through videos, live sessions, Projects and assignments in partnership with IIT Bombay.
The program makes you familiar with the fundamental and advanced business analytics concepts so you can start a career in this field right away.
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Our business analytics course offers you more than 81 hours of learning, including videos and live lectures. During the program, you’ll receive weekly live classes every Sunday where you can resolve doubts and interact with your instructors.
You will learn about all the necessary technologies for business analytics, including Python, Tableau, and SQL. The course will also teach you the following concepts:
Descriptive Statistics
Exploratory Data Analysis
Statistical Inferencing
Linear and Nonlinear Regression
Tree Models
Text Mining
Business Problem Solving
Marketing Analytics
HR Analytics
Financial Analytics
There are plenty of other subjects available in the course. Moreover, the project has three projects that allow you to test your business analytics knowledge and apply what you have learned. The first project will be on Statistics and Exploratory Data Analysis, and the second one is on Regression. The final project is on Predictive Analysis.
As the course covers so many advanced programming and data analytics concepts, it’s vital to go through this course’s business analytics requirements before you apply.
upGrad’s Exclusive Business Analytics Webinar for you –
How upGrad helps for your Business Analytics Career?
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The upGrad Advantage
As it’s an upGrad course, you will get additional benefits when you enroll. At upGrad, we strive to help our students kickstart their careers and pursue their dream jobs.
When you join this course, you will get unparalleled guidance from industry mentors and teaching assistants. They will offer one-on-one and personalized feedback on your submissions to help you improve and become a skilled professional.
Apart from industry experts, you will also get a Student Success Mentor who will ensure you make consistent progress and will be there to resolve any queries that you may have.
You will get access to a dedicated Q&A forum and personalized feedback on your case studies and assignments. The course also offers you access to group discussions where you’ll interact with your peers.
All of these features ensure that you learn all subjects efficiently and smoothly.
Why Pursue a Career in Business Analytics?
Business analytics is one of the hottest tech fields right now. The pay for a business analyst in India can go up to INR 10 lakh per annum, which shows how lucrative this field is.
There’s a lot of demand for business analytics professionals, but there isn’t sufficient supply. Companies are constantly looking for skilled business analytics professionals to fulfill their analytics roles.
Apart from business analyst, some other prominent careers in this field are:
Supply Chain Analyst
Analyses data related to a business’s supply chain and helps in optimising supply chain management. Pay for this role goes up to INR 10 lakh per year.
HR Analyst
Gathers insights on the employees of an organisation and helps in enhancing the performance of the same. The pay goes as high as INR 8 lakh per year.
Financial Analyst
Analyses investments and helps an organisation mitigate financial risk. The highest pay for this role is INR 10 lakh per year.
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Start your Business Analytics Journey Today!
Now that you know the business analytics eligibility criteria for our course, you can plan your career accordingly and start your journey right away.
Companies across both IT and e-commerce sectors pay excellent compensation to deserving candidates who can add value to their organization. Apart from the regular educational qualifications and work experience, having upGrad’s Certificate in Business Analytics from IITB on “Applying Business Analytics” can help you enhance your business performance and drive growth. Since the course is conducted 100% online, it doesn’t require you to compromise focus on business operations. So, book your seat now and avail the benefit of learning from world-class faculty and industry experts for the next seven months! also helps in bagging jobs that offer high-level salaries.
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Read More01 Apr'21
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Business Analytics Course Syllabus
What do you study in a business analytics course?
What is a business analytics course syllabus?
If you’re looking for an answer to these questions, you’ve come to the right place. This article will throw light on our business analytics syllabus, and you’ll find out what you can expect to learn from the same.
We offer the Certified Program in Business Analytics with IIT Bombay, and this article will discuss the syllabus of that course. This program teaches you the necessary skills for becoming business analytics professional. IIT Bombay is a recognised Institute of Eminence (IoE) and, according to (QS) World University Rankings 2020, it is ranked 1st in India.
Also check: Business analyst career path and professional roles.
Our Business Analytics Course Syllabus
Our business analytics course teaches you the foundational skills you need to become a professional in this industry. You will learn about all the technologies and subjects professionals use in this sector through videos and live lectures. Our course offers weekly live lectures every Sunday where you can resolve doubts and interact with instructors.
Even though our business analytics syllabus is highly detailed, the course lasts for 7-months only. Moreover, it is completely online, allowing you to pursue the program from anywhere in the world. You don’t have to interrupt your professional life to learn business analytics as you can learn from the comfort of your home or any other place you like.
Some of the top skills you will learn in this program are SQL, Tableau and Python. After completing our Certificate Program in Business Analytics, you’ll receive a completion certificate from IIT Bombay CE and QIP (Continuing Education & Quality Improvement Programmes).
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We have shared a glimpse of our business analytics course syllabus below so you can understand what to expect from this program:
Introduction
The first section of our business analytics gives you an overview of the course with interesting examples from the field of business analytics. You will learn about the different modules available in the program and understand the opportunities available in this industry.
Read: What is business analytics – Its Career scope, Salary & Job Roles.
Python
Python is among the world’s most popular programming languages. It is a highly versatile language with applications in data science, machine learning, and business analytics. The reason behind Python’s high popularity is its various libraries.
In this section of our course, you will get familiar with Python and learn how to manipulate data sets in this language by using Pandas. Pandas is an open-source and the most robust library for data preparation and analysis.
Descriptive Statistics
This section will throw light on descriptive statistics, the process of analyzing a summary statistic that quantitatively describes or summarises features from a group of information. This module will also throw light on some of the concepts from the next section of our course, Prelim Stats Concepts.
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Prelim Stats Concepts
This section will further explain descriptive statistics and several other foundational concepts, including conditional probability, random variables, and distributions. Learning about these concepts will help you move onto more advanced subjects in the latter half of the program.
Exploratory Data Analysis
After you’ve studied the basics, the course will cover exploratory data analysis, which we use to find and analyze patterns in the data to generate actionable insights. Exploratory data analysis is also an essential skill for data professionals, and it primarily uses statistical graphics and other data visualization techniques.
Statistical Inferencing
This section of our Certificate Program in Business Analytics will make you familiar with statistical inferencing. You will find out how to infer insights for a vast population using a small sample. It is also the first module that lasts for two weeks.
ANOVA and Sampling
You will learn more about levering statistical concepts and your generated insights to solve problems in this module. The course will teach you how to formulate and validate hypotheses for a population to solve business problems.
Time Series
This is another 2-week module where you will learn how to analyse and forecast a series that varies with time. A time series refers to a sequence of data points recorded in time order taken at successive equally spaced points in time. It can be annual, monthly, weekly, or even by the minute.
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PCA
You will understand crucial concepts related to dimensionality reduction, PCA fundamentals, and how you can use them on supervised and unsupervised problems.
K-Means and K-NN
K-means is among the most popular and powerful classification algorithms in machine learning. This section will make you familiar with K-means clustering and how you can use it to classify data. We use K-means clustering to classify data into different clusters when we don’t have any predefined labels.
Neural Networks
Neural networks are computer systems focused on resembling the functions of a human brain. They are an advanced branch of artificial intelligence and machine learning. This module will teach you the fundamentals of artificial neural networks (also known as ANNs) and how we use them in business analytics.
Optimisation
This section of our business analytics course will teach you the fundamentals of linear and non-linear optimisation to reach an optimal solution under different decision constraints.
Simulation
Here, you will learn about how you can run simulations to understand decision-making under uncertain circumstances.
Applications of Business Analysis Part I
By now, you would have learned all the fundamental and advanced concepts of business analytics. Hence, we’ll cover how you can apply business analytics in different avenues of an organization. This section will cover business analytics applications in Big Data, Business Problem Solving and Marketing Analytics.
Applications of Business Analysis Part II
Like the last section of our business analytics syllabus, this one would teach you how you can approach open-ended problems through data to generate valuable insights. Some areas we’ll cover in this module are Financial Analytics, HR Analytics, and Operational Analytics.
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Start learning today!
We hope you found this article on our business analytics course syllabus useful. If you’re interested in learning more about our business analytics course, you can directly check out the course page: Certificate Program in Business Analytics.
upGrad’s Certificate in Business Analytics from IITB on “Applying Business Analytics” can help you enhance your business performance and drive growth. Since the course is conducted 100% online, it doesn’t require you to compromise focus on business operations. So, book your seat now and avail the benefit of learning from world-class faculty and industry experts for the next seven months!
You can also check out IIT Delhi Executive Management Program in Business Analytics. IIT Delhi is one of the top institutes in India and also one of the oldest IIT’s and is always excelled in giving highly industry-relevant courses, Now IIT Delhi has partnered with upGrad to get these top IIT Delhi courses online. They have a variety of other programs like Machine Learning, Executive Management Programme in Strategic Innovation, Digital Marketing and Business Analytics etc.
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Read More01 Apr'21
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Future Scope of Business Analytics
Are you considering a career in business analytics but don’t know how the scope of business analytics in India is?
Then you’ve come to the right place because this article will share some facts about the future of business analytics and help you figure out why you should pursue a career in business analytics.
Scope of Business Analytics
The scope of business analytics is quite bright in India. Here are some primary points backing this fact:
Enhanced CRM
Customer relationship management is vital for any business’s growth. Business analytics helps them find patterns of customer behavior to optimize their CRM implementations and strategies.
With better CRM, they can retain customers and keep customer satisfaction levels high. Business analytics ensures they make data-driven decisions and avoid errors in CRM. It also allows them to prioritize customers and understand their requirements better.
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Use in HR
HR analytics is a vast branch of business analytics. Human resources companies use business analytics to find eligible candidates and maintain a good employee satisfaction rate.
Apart from human resource companies, the HR departments of various organisations also use business analytics to enhance employee performance.
HR analytics allows companies to track and analyse employee performance and figure out how they can improve work productivity. It can help them predict which employees are the most likely to leave them and which employees need training.
Must read: Learn business analytics free!
It allows them to use their employee-related data and gain valuable insights from it, which can aid them in HR-related decision-making. Human resources directors and talent acquisition specialists rely on HR analysts to conduct business analytics and provide them with the requisite insights.
Growth in Data Usage
The amount of data a company generates increases substantially with time. Moreover, companies realise how they can use this data to enhance their operations. As the quantity of data increases, the demand for business analytics increases accordingly.
Using business analytics, companies can easily find their weak areas, create better better strategies, and enhance their efficiency.
They can use business analytics in marketing, HR, SCM, management, finance, and many other operations areas. This is a huge reason why the future of business analytics is very bright in India.
Business Analytics and Finance
Business analytics has become an integral part of the finance sector. Finance companies and institutes use business analytics to help them make better investments and related decisions.
Technical analysis is a prominent branch of investing and is a sub-branch of data analytics. Investors analyse the financial data of a company, industry or market to determine where they should invest.
The finance industry is probably the biggest user of business analytics. Credit card companies use business analytics to detect fraud by identifying fraudulent patterns in customers. Similarly, banks use business analytics to determine if they should give loans to particular individuals or organizations. It helps them make better-informed decisions and avoid non-performing assets.
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The finance sector holds immense scope and potential for business analytics.
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How to Enter Business Analytics?
If you’re looking for a field that offers high pay and a bright scope, then business analytics is the way to go. As we have established already, the future of business analytics is very bright, and the demand for business analytics professionals will only increase with time.
It’s a relatively new field and is among the most sought-after professions in the tech sector at the moment. When a company is looking for business analytics professionals, they look for skilled and qualified professionals.
That’s why the best way to enter the business analytics sector is by taking a business analytics course. Taking a course in this field will help you learn the necessary skills and become eligible for diverse business analytics roles in the industry.
At upGrad, we offer a business analytics course with IIT Bombay. Our Certified Program in Business Analytics is designed to teach you foundational skills and give you a conceptual understanding of analytics to generate valuable business insights.
IIT Bombay is among the most prestigious institutes in India. During the course, you will interact with leading IIT Bombay faculty and experts. By the end of the course, you will get a completion certificate from IIT Bombay CE and QIP (Continuing Education and Quality Improvement Programs).
Also check out: Job-ready Program in Business Analytics from upGrad
What you’ll Study in the Program?
In our Certified Program in Business Analytics, you’ll study the fundamental and advanced business analytics concepts. The course offers more than 81 hours of learning and three projects you can work on to test your knowledge and apply what you’ve learnt.
Some of the concepts you’ll learn in this program are:
Python
Descriptive Statistics
Logistic Regression
Statistical Inferencing
Tree Models
Exploratory Data Analysis
Neural Networks
Business Problem Solving
SQL
Tableau
The concepts we shared here are just the tip of the iceberg. There are plenty of other skills and technologies you will learn during this program. The course lasts only for seven months and offers an online live lecture every Sunday, allowing you to learn efficiently and quickly.
Minimum Eligibility
You must be a graduate (10+2+3) or a diploma holder (only 10+2+3) from a recognized university (UGC/AICTE/DEC/AIU/State Government/recognized international universities) in any discipline with a minimum of one year of work experience (after diploma or graduation). Also, you must have a graduate-level understanding of calculus, matrices, and functions and familiarity with programming concepts such as data types, if statements, and variable assignment.
Apart from these requirements, learners must also be:
Well-versed in fundamental programming concepts (data types, variable assignment, if statements, loops, function, etc.) in their high school or graduation, along with an in-depth understanding of graduate-level mathematical concepts in calculus (differentiation, partial derivatives), matrices (representation, matrix operations) and functions.
Additional Benefits
Apart from teaching you the necessary skills to become a business analytics professional, our course also offers you access to our Student Success Corner. There, you get personalized resume feedback, doubt resolution sessions, a dedicated student success mentor, and networking opportunities.
Conclusion
Now you know how bright the scope of business analytics is. It is a fast-growing sector, and its demand will only increase with time.
upGrad’s Certificate in Business Analytics from IIT Delhi on “Applying Business Analytics” can help you enhance your business performance and drive growth. Since the course is conducted 100% online, it doesn’t require you to compromise focus on business operations. So, book your seat now and avail the benefit of learning from world-class faculty and industry experts for the next seven months!
Learn Job-ready Program in Business Analytics from upGrad to become a certified Business Analyst professional. Fast-track your professional career after graduation with this Business analytics course with placement assistance.
Read More01 Apr'21