Online Data Science Course

Data Science is an evolving field with diverse career paths, and choosing the right data science speicialization can help you excel and grow in your industry. upGrad offers some of the best certification for data science, designed in collaboration with top institutes and industry experts. These programs equip you with in-demand skills and hands-on experience for specialized roles.

Here's a detailed look at the top specializations and data science tools you'll learn through upGrad:

1. Machine Learning

A core specialization in any data science training, Machine Learning focuses on developing models that help systems learn and make data-driven predictions.

What You’ll Learn:

• Supervised and unsupervised learning algorithms
• Predictive modeling and automation techniques
• Tools like Scikit-Learn, TensorFlow, and Python

Industry Applications:  Machine Learning plays a crucial role in finance (algorithmic trading), healthcare (predictive diagnostics), and e-commerce (recommendation engines). It is also a foundational component of the best data science certifications available today.

2. Deep Learning

Deep Learning is a subfield of the most advanced data science subject. It enables AI models to recognize patterns, process vast datasets, and make complex decisions, making it a crucial part of many data science-related courses.

What You’ll Learn:

• Convolutional Neural Networks (CNNs) for image recognition
• Recurrent Neural Networks (RNNs) for Natural Language Processing
• Tools like Keras, TensorFlow, and PyTorch

Industry Applications: Deep Learning is widely used in healthcare (medical image analysis), autonomous vehicles, and speech recognition technologies. It’s a core module in some of the best certifications for data science.

3. Business Analytics

For professionals looking to merge data science training with business strategy, this specialization focuses on turning data insights into actionable decisions. It’s a key component of the best data science certification programs aimed at preparing professionals for strategic roles.

What You’ll Learn:

• Data visualization tools like Tableau and Power BI, Statistical analysis, A/B testing, and business intelligence frameworks
• Problem-solving techniques for real-world business challenges
  

Industry Applications: Business Analytics is essential in consulting, marketing analytics, and operations management. This specialization empowers learners to make data-backed business decisions, a crucial skill in today’s competitive job market.

4. Natural Language Processing (NLP)

NLP specializes in enabling machines to understand and process human language, making it a crucial aspect of AI.

What You’ll Learn:

• Text preprocessing, sentiment analysis, and language modeling
• Building chatbots and transformer models (e.g., BERT)
• Tools like NLTK, SpaCy, and Hugging Face

Industry Applications: NLP is widely used in customer service automation, content analysis, and search engines.

5. Big Data Analytics

Handling and analyzing massive datasets is a critical skill in today’s data-driven world. This specialization equips you with expertise in distributed computing.

What You’ll Learn:

• Tools and frameworks like Hadoop, Apache Spark, Hive, and Kafka
• Data wrangling and real-time processing of large datasets

Industry Applications: Big Data Analytics is crucial in retail, finance, telecom, and healthcare for managing vast amounts of data efficiently.

With upGrad’s industry-driven curriculum, you’ll be prepared with the most sought-after skills to excel in your chosen specialization.

A recent survey by Statista revealed that the highest-paid Data Architect in India earns over INR 10 lakh annually. With the right skills and a certification in data science, professionals can unlock top-tier roles across industries.

Here’s a rundown of some of the highest-paying job roles you can pursue in India after completing data science related courses or earning the best data science certification online:

• Data Scientist: INR 12 LPA
• Data Architect: INR 25.5 LPA
• Data Analyst: INR 6 LPA
• Business Intelligence Analyst: INR 8 LPA
• Big Data Analyst: INR 7.4 LPA

Source: Glassdoor, Payscale

Whether you’re a fresher or a working professional, enrolling in the best data science online course can significantly boost your earning potential.

A data science course with a strong emphasis on Generative AI (GenAI) is your gateway to high-impact roles, industry recognition, and impressive salary growth. As organizations increasingly depend on data, gaining expertise through a data science certification course ensures you acquire future-ready data science skills to thrive across sectors.

Explore how some of the best data science courses with placement can reshape your future through hands-on learning, expert mentorship, and career support — all designed to help you land top roles in today’s data-driven world.

1. Diverse Roles Across Industries

Graduates of Data Science Programs secure high-demand positions across various industries. Whether you're aiming for a full-fledged data scientist role or planning to start with a data analyst course, there are numerous pathways to build a rewarding career.

• Data Scientist
• Data Architect
• Data Analyst
• Business Intelligence Analyst
• Big Data Analyst

2. High-Impact Industry Applications

Professionals trained through data analysis certification courses or a data science training program play crucial roles in transforming key industries:

• Finance and Banking: Automate fraud detection, develop credit scoring systems, and forecast financial trends.
• Healthcare: Enhance patient outcomes with personalized medicine and predictive analytics.
• E-Commerce: Build recommendation engines, analyze buying patterns, and optimize inventory management.
• Retail: Improve supply chain management, implement dynamic pricing, and enhance customer segmentation.
• Technology: Advanced cloud computing, cybersecurity, and AI-powered product development.

3. Impressive Salary Outcomes

upGrad’s best data science and analytics courses deliver some of the most lucrative career advancements in the industry:

• INR 1.23 Cr Highest Salary: Achieved by program graduates placed in top-tier organizations.
• 57% Average Salary Hike: Many upGrad learners experience significant salary growth after course completion.
• 400% Highest Salary Hike: Professionals transitioning from non-technical backgrounds to Data Science have seen exponential career growth.

With such outcomes, it’s no surprise that a data science certification course remains one of the most rewarding career investments globally.

4. Career Transitions and Advancement

An online data science course from upGrad helps professionals seamlessly transition into leadership roles. In fact, 79% of learners have reported meaningful career advancements after completing their online course in data science, data analytics, and artificial intelligence.

Here’s how upGrad graduates have successfully progressed:

• Transitioned from entry-level roles to senior positions such as Data Scientist or Machine Learning Engineer.
• Shifted from unrelated fields to data-driven roles in industries like healthcare, technology, and retail.
• Advanced into C-suite positions such as Chief Data Officer and Head of Data Science, leading strategic decision-making at top organizations.

5. Global Opportunities

Completing a data science online course or a data analyst course with a placement guarantee unlocks worldwide career opportunities. With 300+ global hiring partners, upGrad enables learners to secure roles in leading companies across various regions.

Here’s what you can expect when you enroll in upGrad’s data science online classes:

• International Placements: Graduates of a data analyst course with placement often land jobs in multinational corporations across the US, Europe, and APAC.
• Remote Work Flexibility: Work-from-anywhere options allow professionals to collaborate globally.
• Cross-Industry Mobility: Data Science skills are highly transferable, enabling smooth career shifts between industries.

The data science industry is experiencing unprecedented growth, making it one of the most lucrative career paths today. At upGrad, we equip you with the skills and expertise needed to excel through our best-certified data science courses — including specialized data science courses in AI, data analytics, and machine learning, and executive data science certifications.

1. Global Data Science Growth Trends:

According to the World Economic Forum, 11.5 million job openings for data-related roles are expected globally by 2026. This rising demand highlights the value of professionals with a data science certification course in securing top-tier opportunities.

2. India’s Data Science Boom:

India is emerging as a major hub for data science talent. With an annual growth rate of 33.7%, the Indian data science market is accelerating due to the widespread adoption of digital transformation initiatives, cloud technologies, and big data analytics.

The demand for data science professionals in India surged by 45% in the past year, driven by sectors like:

• Healthcare (predictive analytics and personalized medicine)
• Finance (risk management and fraud detection)
• E-commerce (consumer insights and recommendation engines)
• Manufacturing (process optimization and supply chain analytics)

How upGrad Prepares You for Success

At upGrad, our Data Science Programs are tailored to meet the industry's rising demands. Here’s what makes our data science training stand out:

• Global Collaborations: Earn credentials from top universities like IIIT Bangalore, Liverpool John Moores University, and Deakin University.
• Industry-Relevant Curriculum: Master essential skills in Python, machine learning, big data analytics, GenAI, and AI in data science through our online data science course covering AI, Machine Learning, and more.
• Hands-On Learning: Gain practical experience with live projects, capstone assignments, and case studies.
• Placement Support & Career Mentorship: Our data science course ensures you bridge the skills gap and secure high-paying roles in a competitive job market.

With upGrad’s data science online certification and a growing network of global alumni, you will be fully prepared to thrive in this booming industry and take your career to new heights.

Pursuing the best data scientist course with placement from a prestigious international university has never been more accessible. With upGrad, you can earn a globally recognized degree without relocating, thanks to our collaborations with top-ranked institutions.

Here’s how upGrad facilitates your journey to studying data science full course from abroad:

1. Prestigious International Collaborations

Our best data science courses are designed in partnership with world-class universities, providing top-tier education and industry recognition.

Liverpool John Moores University (UK)

• Earn a Master’s in Data Science with dual certification from LJMU and IIIT Bangalore.
• Become part of an international alumni network and leverage the prestige of a UK degree.
• Focus on real-world applications like predictive analytics, big data management, and machine learning through our data science online course with certificate.

Deakin University (Australia)

• Specializing in data science and analytics with a curriculum tailored for global employability.
• Study advanced topics like artificial intelligence, natural language processing, and data engineering.
• Build international connections with faculty and peers while gaining hands-on experience through our data science training programs.

University of Maryland (USA)

• Leverage a world-class curriculum to explore cutting-edge topics like deep learning, big data technologies, and cloud-based data management.
• Work on industry-relevant projects designed to match evolving global standards.
• Gain practical expertise through our online data science and data analytics course, designed to align with international job market requirements.

2. A Blended Learning Experience

Our Data Science Programs combine the flexibility of online learning with the rigor and prestige of international universities, making them an ideal course for data scientist aspirants aiming for global exposure.

To help you make an informed choice, here are the key data science course details:

• Live Sessions with Global Faculty: Learn directly from top international professors and industry experts.
• Capstone Projects & Case Studies: Work on real-world challenges faced by data scientists across industries.
• Dual Certification: Earn globally recognized credentials from both upGrad and partnering universities.

3. Career-Ready Training for Global Markets

upGrad ensures you are job-ready for both domestic and international markets with:

• Placement Support: Access global career services, including interview preparation and job opportunities abroad.
• Industry Mentorship: Learn from international experts who provide insights into global data science trends.
• Networking Opportunities: Connect with peers, alumni, and industry professionals worldwide.

With upGrad’s data science certification course, you gain the skills, recognition, and opportunities to advance your career globally.

Starting a data science journey with upGrad in India is a streamlined process designed for success. Whether you're exploring a data analytics course with placement or diving deep into technical learning, upGrad offers a structured path tailored to your goals:

1. Select the Right Program:
2. • upGrad offers a variety of courses, from certifications to PG Diplomas and Master’s degrees, developed in partnership with top-tier institutions like IIIT Bangalore.
   • Our programs feature a blended learning model combining video lectures, live classes, and hands-on projects.
2. Flexible Eligibility:
3. • Whether you’re a fresher or a working professional, upGrad caters to diverse educational backgrounds. While a bachelor’s degree in Engineering, IT, or Mathematics is preferred, our courses often include bridge modules to help learners from other fields catch up.
3. Industry-Aligned Curriculum:
4. • upGrad’s courses cover essential areas like Machine Learning, NLP, Big Data, and Business Analytics, with hands-on projects and real-world case studies.
   • Learn tools like Python, R, SQL, and Tableau with guidance from industry experts and mentors.
4. Affordable Options & Support:
5. • We provide EMI options, scholarships, and financial assistance to make learning accessible.
   • Dedicated student support teams ensure that learners get help whenever needed.
5. Career Services:
6. • upGrad’s programs offer placement assistance, interview preparation, and resume-building services to help you land your dream job.
   • Our exclusive job portal connects learners with top companies hiring for data science roles.

Choosing the right platform for your data science journey is crucial for building a successful career in this evolving field. upGrad offers a comprehensive online data science course designed to provide you with the skills, industry connections, and globally recognized certifications needed to thrive.

Here’s why upGrad stands out:

1. Learn from Renowned Indian and Global Universities

upGrad partners with top-tier institutions to ensure you earn a globally recognized certificate upon completing your data science certification course. You can receive credentials from prestigious universities like:

• IIIT Bangalore
• Deakin University
• Liverpool John Moores University
• University of Maryland

This enhances your professional credibility and gives you a competitive edge in the job market.

2. Wide Range of Specializations, Including GenAI

Our best data science courses offer in-demand specializations such as:

• Python
• Machine Learning
• Big Data
• Business Analytics
• GenAI (Generative AI) is becoming pivotal due to the rise of AI technologies.

For instance, mastering GenAI enables you to build ChatGPT-like applications, a highly sought-after skill in today’s tech landscape.

3. Flexible Durations to Suit Your Schedule

Whether you're a fresh graduate or a working professional, upGrad’s data science online certification and course offers flexible durations ranging from 6 months to 18 months. This allows you to upskill at your own pace without disrupting your work or studies.

4. Affordable and Transparent Pricing

upGrad ensures high-quality data science training at an affordable cost. For example, you can earn the same degree as on-campus students at just 1/10th the cost, giving you access to top-tier education without financial strain.

5. Dual Accreditation with Prestigious Certifications

With upGrad’s dual accreditation programs, you can earn credentials from two esteemed institutions, combining global recognition with local expertise.

Example: Complete an MS in Data Science from Liverpool John Moores University along with an Executive Diploma in Data Science.

Additionally, upGrad’s WES-recognized degree is equivalent to a 1-year postgraduate diploma in Canada, boosting your global career prospects.

6. Hands-on Learning with Real-World Projects

Gain practical experience with 7+ industry projects and 2 hackathons. Examples include:

• Building predictive analytics models
• Solving real-world business challenges through capstone projects

This ensures you develop job-ready skills and can apply theoretical concepts to real-world scenarios.

7. Career Support with Guaranteed Outcomes

upGrad provides unmatched career support, ensuring you get:

• Minimum 3 guaranteed interviews
• Mock interview preparation & resume-building sessions
• Access to upGrad’s job portal

Many alumni have landed roles in top companies like Google, leveraging upGrad’s extensive career support ecosystem.

8. Global Networking Opportunities

Connect with peers, alumni, and industry experts across the world. upGrad offers:

• Industry webinars
• Networking with professionals in Python, AI, Data Engineering, and Business Analytics

These opportunities help you expand your industry connections and stay ahead in your career.

By enrolling in upGrad’s best data science courses, you gain not only cutting-edge skills but also a globally recognized certification, hands-on learning experience, and career support to secure top roles in data science.

Data science is one of the most sought-after fields in India, attracting both students and professionals. With rising demand across industries, top universities now offer specialized programs - from data scientist online courses to data engineer courses, covering machine learning, big data, AI, and more.

These data scientist courses cover key areas such as machine learning, big data analytics, artificial intelligence, and business intelligence, providing excellent career opportunities.

1. Mumbai

Mumbai, India’s financial hub, offers some of the best data science courses tailored to industries like finance, entertainment, and technology.

Top institutes providing data science training include:

• NMIMS (Narsee Monjee Institute of Management Studies)
• INSOFE (International School of Engineering)
• IIT Bombay (C-MInDS)
• SP Jain School of Global Management
• MET Institute of Software Development and Research

2. Delhi

Delhi, home to several prestigious institutions, is an excellent choice for pursuing an online data science course or classroom-based learning.

Notable institutes offering data science certification courses are:

• Indian Statistical Institute (ISI)
• IMS Ghaziabad
• Amity University Online
• Institute of Advanced Management and Research (IAMR)
• CDAC (Centre for Development of Advanced Computing)

3. Kolkata

Kolkata, a growing technology hub, offers comprehensive data science courses through its leading institutes, such as:

• Institute of Management Study
• IIM Calcutta
• School of Computing and Analytics
• NSHM Knowledge Campus
• Adamas University

4. Chennai

Chennai is becoming a key destination for data science training, blending tradition with technological advancements.

The city's top institutes include:

• SRM Valliammai Engineering College
• IIT Madras
• Academy of Maritime Education and Training (AMET)
• Chennai Institute of Technology
• St. Joseph's College of Engineering

5. Bangalore

Known as India’s tech capital, Bangalore is home to some of the best data science courses and institutes, making it an ideal city for professionals seeking an online data science course or on-campus learning.

Top institutes include:

• Indian Institute of Science (IISc)
• Indian Statistical Institute (ISI)
• IIIT Bangalore
• M.V.J. College of Engineering
• Jain Deemed-to-be University,

6. Hyderabad

Hyderabad is recognized for its expertise in data analytics, cybersecurity, and data science training. The city hosts several leading institutes offering data analytics certification and data science courses, including:

• Gokaraju Rangaraju Institute of Engineering and Technology
• ICFAI Business School (IBS)
• IIT Hyderabad
• Imarticus Learning
• IcfaiTech, IFHE Hyderabad

7. Pune

Pune, India's second-largest IT hub, offers a variety of data science programs, catering to the technology and manufacturing sectors. Institutes offering data science online courses and classroom training include:

• Symbiosis Centre for Information Technology (SCIT)
• D.Y. Patil College of Engineering
• MIT WPU (World Peace University)
• College of Engineering, Pune (COEP)
• Symbiosis Centre for Distance Learning

8. Ahmedabad

Ahmedabad is emerging as a tech hub, providing quality data science courses through reputed institutions, such as:

• Ahmedabad Institute of Technology
• Institute of Technology, Nirma University
• Gujarat University
• Indus University
• Karnavati University

These city-wise data science programs offer learners a perfect blend of theoretical knowledge, practical training, and industry exposure.

An online Data Science course offers the perfect blend of flexibility, industry relevance, and affordability, making them an unparalleled choice for learners.

Whether you’re a fresh graduate, a working professional, or an entrepreneur, here’s why opting for online programs can be transformative:

1. Flexible Learning for Busy Schedules

• Learn anytime, anywhere — perfect for balancing work, life, and study.
• Online data science course provides live sessions, recorded lectures, and self-paced modules, enabling you to set your own schedule without compromising your commitments.
• Interactive platforms like upGrad offer access to a global learning environment, connecting you with peers and faculty from around the world.

2. Affordable and Accessible

• Save up to 34% in comparison to offline studies, which are around 66% more expensive than online courses. That’s because, unlike traditional on-campus programs, you don’t have to shell out money on relocation, commuting, and housing when you choose upGrad’s online data science course.
• upGrad also offers its learners the option to pay through flexible EMI options, ensuring quality education fits within your budget.
• Online data science courses offer global certifications from top institutions, making premium education accessible without borders.

3. Industry-Aligned Curriculum

• upGrad’s online Data Science course integrates the latest technologies, including GenAi, Python, Machine Learning, and Big Data Analytics, ensuring you learn future-ready skills.
• Gain hands-on experience with industry-grade projects, hackathons, and real-world datasets from industries like healthcare, finance, and e-commerce.
• The curriculum is updated continuously to reflect industry trends, preparing you for immediate job readiness.

4. Cutting-Edge Learning Experience

• Learn from renowned global faculty and industry practitioners who bring real-world expertise to every session.
• Engage in interactive tools like virtual labs, collaborative projects, and Q&A forums for an immersive learning experience.
• Study alongside a community of ambitious peers, seizing networking opportunities that extend far beyond the data science course.

5. Seamless Integration of Learning and Application

• Apply the skills you learn immediately to your current role, enhancing your on-the-job performance and opening new career pathways.
• Gain practical exposure through case studies and live projects sourced from industry leaders.
• Real-time learning ensures that what you study today is applicable in the workplace tomorrow.

Pursuing an online Data Science course offers flexibility and accessibility, catering to diverse educational backgrounds and career aspirations. Eligibility criteria vary based on the program level — Master of Science (M.Sc.) or Postgraduate (PG) Diploma.

Below is a detailed overview:

General Eligibility Criteria for an Online Data Science Course

• Educational Background: A bachelor's degree in relevant fields such as Computer Science, Mathematics, Statistics, Engineering, or related disciplines.
• Minimum Marks: Typically, a minimum aggregate score of 50% in undergraduate studies.
• Mathematics Proficiency: Some programs require prior coursework in Mathematics or Statistics.
• Work Experience: Certain PG Diploma courses may prefer candidates with professional experience.

Specific Eligibility Criteria by Program Level

Pursuing an online Data Science course requires a blend of academic qualifications, technical proficiency, and, for advanced levels, professional experience. Whether you are looking to start with a foundational course or advance into a specialized program, the requirements vary based on the program type.

Here’s a detailed overview:

• Minimum Academic Scores: Candidates should typically have at least 50% aggregate in undergraduate studies. For international institutions, this may translate to a minimum GPA of 3.0 on a 4.0 scale.
• Mathematics Proficiency: Foundational knowledge of calculus, linear algebra, or statistics is often required.
• Programming Skills: Familiarity with programming languages such as Python, R, or SQL is preferred for advanced courses.
• Professional Experience: Executive and specialized programs may require 1-2 years of relevant work experience, especially for leadership-focused tracks.

Please Note: These are general admission criteria. The actual admission requirements for the specific data science course can be checked on this page.

In today’s fast-paced learning environment, a data science course can range from short 3-month programs to intensive 24 month degrees. While many platforms offer standardized options, upGrad provides a diverse range of courses tailored to various career goals, experience levels, and schedules.

Our programs are developed in collaboration with top universities like IIIT Bangalore, and LJMU , ensuring both flexibility and industry relevance.

Here’s a breakdown of our offerings by duration, along with the universities providing each course:

Short-Term Courses (3 to 6 Months)

Ideal for professionals seeking to quickly upskill or explore data science fundamentals, these courses focus on essential tools and concepts.

What You’ll Learn:

• • Core programming skills in Python
  • Basics of data analysis, SQL, and visualization tools
  • Introduction to machine learning concepts

Programs Offered by:

• Microsoft – Generative AI Mastery Certificate for Data Analysis
• Pwc Academy – Professional Certificate Program in Business Analytics & Consulting in association with PwC Academy (3 months )

Best For:

• Freshers, working professionals, and those looking to enhance their skill set quickly

Highlights:

• Flexible online learning with interactive sessions and assignments
• Mentorship and real-world projects for practical exposure

These short-term programs provide a solid foundation and are an excellent starting point before committing to more comprehensive courses.

Mid-Term Courses (6 to 12 Months)

Designed for those aiming to build job-ready skills, these programs balance theoretical knowledge with hands-on experience.

What You’ll Learn:

• In-depth data analysis, machine learning algorithms, and data visualization
• Tools like Python, SQL, Tableau, and basics of Big Data

Programs Offered by:

• IIIT Bangalore – Postgraduate Certificate in Data Science
• OP Jindal Global University - Master of Science in Artificial Intelligence and Data Science

Best For:

• Professionals considering a career switch or aiming for roles like Data Analyst or Junior Data Scientist

Highlights:

• Capstone projects and case studies for hands-on learning
• Industry mentorship and access to upGrad’s career support services

These courses provide the depth needed to confidently apply for data science roles while maintaining a manageable duration.

Long-Term Courses (12 to 24 Months)

For those who want to pursue a comprehensive qualification and develop advanced skills, our long-term programs offer deep learning and global exposure.

What You’ll Learn:

• Advanced concepts in machine learning, python, deep learning, big data analytics, NLP, and business intelligence
• Tools like Hadoop, Spark, TensorFlow, and advanced Python libraries

Programs Offered by:

• Liverpool John Moores University (UK) – Master’s in Data Science (18 months)

Best For:

• Professionals aiming for senior roles, such as Data Scientist, Machine Learning Engineer, or AI Specialist

Highlights:

• Dual certifications from Indian and international universities
• Live sessions with global faculty and exposure to international case studies
• Placement support, career mentorship, and real-world industry projects

These programs are designed for learners who want a recognized degree,  such as a data analyst degree or data engineer degree, and advanced expertise to stand out in the global job market.