Q: What are the top in-demand skills to learn in Machine Learning?

Artificial Intelligence Courses , Tableau Courses , NLP Courses , and Deep Learning Courses are some of the top in-demand skills to learn in Machine Learning.

Question 1

What is the Executive Post Graduate Program in Data Science & Machine Learning with upGrad?

Accepted Answer

The Program is an engaging yet rigorous 12 months online program designed specifically for managers and working professionals to develop practical knowledge and skills, establish a professional network, and accelerate their careers. The certification is awarded by the University of Maryland's Robert H. Smith School of Business.

Question 2

What should I expect from the Executive Post Graduate Program in Data Science & Machine Learning?

Accepted Answer

Expect to understand formulation of data and machine learning problems, the actual algorithms that are used, and how data is presented to help take important business decisions. The curriculum consists of live sessions, expert coaching sessions and projects making you a skilled data science manager at par with leading industry standards.

Question 3

What should I NOT expect from the Executive Post Graduate Program in Data Science & Machine Learning??

Accepted Answer

Learners will not be able to derive the most out of the program unless they are committed and focused. It will be requiring at least 12-15 hours of time commitment per week, applying new concepts, and executing industry-relevant projects.

Question 4

Which topics are going to be covered as part of the program?

Accepted Answer

The curriculum will consist of the following courses:

Course 1: Pre-Program Preparatory Content

Course 2: Data Science toolkit

Course 3: Statistical Analysis & Visualization

Course 4: Machine Learning

Course 5: Advanced Machine Learning & Business Strategy

Course 6: Advanced Machine Learning II

Course 7: Capstone

Question 5

What type of learning experience should I expect?

Accepted Answer

The content will be a mix of interactive lectures from industry leaders as well as world-renowned faculty. Additionally, the program comprises live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning.

Question 6

Is any certification granted at the end of the program?

Accepted Answer

Post successful completion of the program, a Certification of completion for Executive Post Graduation Program in Data Science and Machine Learning would be granted from the University of Maryland's Robert H. Smith School of Business.

Question 7

What are the top in-demand skills to learn in Machine Learning?

Accepted Answer

Artificial Intelligence Courses, Tableau Courses, NLP Courses, and Deep Learning Courses are some of the top in-demand skills to learn in Machine Learning.

Question 8

What is the time commitment expected for the program?

Accepted Answer

At least 12-15 hours per week of time commitment is expected to be able to graduate from the program.

Question 9

How will my doubts/questions be addressed in an online program?

Accepted Answer

Peer-to-peer discussion forum where you can post your queries and your peers/faculty/teaching assistants answer your queries within a day. Regular Q&A sessions with faculty to get clarification on conceptual doubts.

Question 10

What career prospects does this program help me with?

Accepted Answer

Job opportunities like Data Analyst, Data Scientist, Financial Analyst, Management Analyst/Consultant, Market Researcher, Operations Research Analysts, Independent Consultant, Business Analyst, Predictive Modeling Analyst/Consultant, Business Intelligence and Analytics Manager, Strategy Consultant, Risk Analyst are possible career prospects for you post completion of this program.

Question 11

What is the fee for the Executive Post Graduate Program in Data Science and Machine Learning?

Accepted Answer

The program is priced at INR 2,50,000 (incl. taxes).

Question 12

Is there any deferral or refund policy for this program?

Accepted Answer

Refund Policy: (Programs with prep-session component)

You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counselor to help you in applying and withdrawing for a refund by sending them an email with the reasons listed. Processing fee of Rs. 10,000/- will be levied. If less than Rs. 10,000/- have been paid in total, student shall not be eligible for any refund in such case.
Student shall not be eligible for any refund under any circumstances if any such refund requests are raised post Cohort Commencement Date and student will continue to pay the EMI for loan (if applicable) and such loan cannot be cancelled. This is also applicable for those students who could not complete their payment and could not be enrolled in the cohort opted for. However, the student can raise a request for Pre-Program deferral as per the policy defined below for the same.
In case of a refund, student will be solely responsible for any cancellation of loan, including but not limited to applicable loan cancellation charges levied on the total cancelled loan amount.
Student must pay the full fee within 7 days of payment of Caution Money or Cohort Commencement Date, whichever is earlier, otherwise the admission letter will be rescinded.
Request for refund must be sent via e-mail in the prescribed Refund Request Form. The refund will be processed within 30 working days of commencement of the program after being duly approved by the Academic Committee.

31st March, 2024 will be the last batch! Hurry and block your seats before they close!

Question 13

No Cost Credit Card EMI FAQ's

Accepted Answer

0% EMI with Finance partners /Credit card option availability will vary program wise.

1. Which banks allow using 0% Credit card EMI or Credit card EMI?
No cost EMI is available on credit cards from all major banks (American Express, Bank of Baroda, HDFC Bank, ICICI Bank, IndusInd Bank, Kotak Mahindra Bank, RBL Bank, Standard Chartered, Axis Bank, Yes Bank, State Bank of India, CITIBANK and HSBC).

2. Is there any minimum transaction limit ?
Yes. 50000 is the minimum.

3. Standard Chartered Bank offers 18 or 24 months No Cost EMI ?
No. ONLY 12 months is available irrespective of the Program enrolled.

4. Will I have to pay any extra amount for EMI transaction?
If you are availing 0% credit card EMI, upGrad will not charge any processing fees or down payment for these transactions. Your bank may levy GST or other taxes on the interest component of the EMI.

5. Are there any fees or down payment?
Certain banks charge nominal processing fees between INR 99 - 500 on 0% Credit Card EMI transaction. If charged, will be billed in the first repayment installment.

6. Can I use my International credit card for 0% credit EMI or Credit Card EMI?
Only the Indian bank credit cards can be used. But you can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions, this will be purely between you and your bank.

7. Are there any charges in case I opt for cancellation/refund from the course after paying balance with no cost EMI ?
Yes, there will be additional charges to the extent of interest paid by the upGrad to the bank, you will be refunded only Principal amount, i.e. the amount actually deducted/blocked from your card. This deduction will be in addition to the amount mentioned in the refund policy shared with your offer letter.

8. Can I Pay Using Multiple Credit Cards ?
Multiple cards can be used to complete the payments using Part payment option make sure to inform the learner, minimum transaction is INR 50000 to opt for 0% CC EMI E.g. Amount to be paid: 150000. I can pay using 2 Credit cards. Yes, Example :
HDFC Card – Part payment – INR 100000
ICICI Card – Part payment – INR 50000

9. How can I opt for Credit card EMI if my bank is not listed in the 0% Credit card EMI or Credit card EMI?
You can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions.

10. Why is the entire amount blocked on my credit card?
Initially your bank will block the entire amount from your available purchase limit and from your next billing cycle, you will be charged the EMI amount. As you start paying your EMI, your credit limit will be released accordingly. For example, if you have made a payment of ₹100000 on 6-months EMI and your credit limit is ₹200,000 then initially your bank will block your credit limit by ₹100000. After payment of your first month EMI of Rs.15000, the blocked amount will come down to ₹85000.

11. Why is interest getting charged on No Cost EMI?
Your bank will charge you interest. However, this interest charge has been provided to you as an upfront discount at the time of your payment, effectively giving you the benefit of a No cost EMI. The total amount paid during the entire EMI tenure to the bank will be equal to the amount to be paid to upGrad.

Eg. Amount payable to upGrad: INR 405000
Let's say Amount deducted at the time of transaction: INR 379850 (Principal amount) Bank charges interest of 12-15% per annum on INR 379850
[Note: Interest factor is reducing rate and not Flat rate]
EMI AMOUNT = INR 33750 x 12 = INR 405000
Effectively, you have taken loan on 379,850 instead of 405,000

Question 14

How do I know if the program is right for me?

Accepted Answer

If you like finding meaningful insights from data and if you get excited by the prospect of taking informed business decisions through analysis and have an analytical bend of mind, then this program is meant for you. As long as you are able to clear the selection test this program is meant for you.

Question 15

My current role does not include exposure to data. Does it make sense for me to opt for this program?

Accepted Answer

Absolutely! data and business analytics is becoming a necessity for all industries and is no more a choice. Hence, there is a critical demand for quality data professionals and because the supply is constrained, this is one of the most lucrative career options across industries.

Question 16

What is the application process for the program and what are the timelines?

Accepted Answer

Step 1: Take the Test

Complete and submit your online application form and complete the short 15-minute test for the admission committee to assess your candidature.

Step 2: Get Shortlisted and Receive your Offer Letter

Our admissions team will review your details. An offer letter will be sent to you if you qualify for the program.

Step 3: Block your Seat

Upon receiving the offer letter you can proceed to confirm your candidature to the program by paying a minimum block amount of INR 25,000.

Question 17

What are the key features and components of Executive PG in Data Science, and how does it cater to experienced professionals?

Accepted Answer

Executive Post Graduate Certificate In Data Science & Machine Learning, designed for working professionals, packs essential skills into intensive modules. Key features include:

Industry-focused curriculum:Tailored to real-world challenges, covering advanced analytics, machine learning, deep learning, and business intelligence.
Flexible learning format: Blended learning with online modules, weekend workshops, and industry case studies, minimising career disruptions.
Experienced faculty: Industry practitioners and academic experts provide practical insights and mentorship.
Peer networking: Connect with like-minded professionals, build valuable industry relationships, and accelerate career growth.

These programs cater to experienced professionals by:

Building on existing knowledge: Leveraging prior work experience, focusing on advanced concepts and applications.
Fast-paced learning: Condensed curriculum caters to busy schedules, maximising learning in a shorter timeframe.
Actionable skills: Emphasis on practical projects and case studies, ensuring immediate impact in your current role.
Career advancement: Network with industry leaders and recruiters to gain skills for leadership positions in data-driven fields.

Investing in an Executive PG in Data Science empowers experienced professionals to stay ahead of the curve and thrive in the data-driven age.

Question 18

Can you provide insights into the specific curriculum and advantages of pursuing an Executive Post Graduate Programme in Data Science?

Accepted Answer

Executive Program in Data Science programs offer a focused curriculum tailored for working professionals. Expect in-depth coverage of:

Data Wrangling & Cleaning: Mastering tools like Python and SQL to handle messy data.
Statistical Analysis & Modeling: Uncover trends and patterns through powerful statistical techniques.
Machine Learning & AI: Learn to build and deploy algorithms for prediction and automation.
Capstone Projects: Build a portfolio by applying your skills to real-world business problems.

Advantages: Fast-track your career: Gain industry-relevant skills and knowledge in a flexible, online format.
Network with peers & faculty: Connect with experienced professionals and renowned instructors.
Immediate impact on your job: Apply your learnings to current projects and enhance your value proposition.
Advancement opportunities: Open doors to data science leadership roles within your organisation.

Investing in an Executive Post Graduate Programme in Data Science empowers you to become a data-driven leader in today's information age.

Question 19

Tell me more about the industry applications and practical aspects covered in an Executive Program in Data Science.

Accepted Answer

Executive Post Graduate Programme in Data Science equip you with industry-specific tools and frameworks to tackle real-world challenges. You'll explore diverse applications across sectors like:
Finance: Fraud detection, algorithmic trading, risk analysis.
Healthcare: Personalized medicine, drug discovery, patient outcome prediction.
Retail: Targeted marketing, dynamic pricing, customer churn prevention.
Manufacturing:Predictive maintenance, process optimisation, quality control.

The Postgraduate Program In Data Science And Machine Learning goes beyond theory, focusing on practical skills:
Data wrangling and cleaning: Master the messy world of real-world data.
Model building and deployment: Design and implement impactful data-driven solutions.
Communication and storytelling: Translate insights into actionable recommendations.

Executive programs also hone your leadership and strategic thinking:
Data-driven decision-making: Leverage data to inform critical business decisions.
Building and managing data science teams: Lead and inspire data-driven initiatives.

Investing in an Executive Program in Data Science equips you to transform industries and drive business success.

Question 20

What distinguishes a PG program in Data Science and Business Analytics, and how does it prepare individuals for roles in both fields?

Accepted Answer

A PGD Data Science and Business Analytics bridges the gap between theoretical data crunching and real-world business insights. It equips you with deep statistical and programming skills for data manipulation and analysis and strong business acumen to translate findings into actionable strategies. Depending on your program's focus, you will learn to extract hidden patterns, build predictive models, and communicate insights effectively, preparing you for roles like data analyst, business intelligence specialist, or even junior data scientist. Think of it as a hybrid superpower, enabling you to speak both the language of data and the language of PGD In Data Science And Business Analytics.

Question 21

How do admissions criteria and program structures vary among institutions offering a PGP in Data Science and Business Analytics?

Accepted Answer

Admissions vary widely! Some focus on high scores and STEM backgrounds, while others prioritise work experience or relevant online courses. Post Graduate Program in Data Science and Machine Learning structures differ too: some prioritise deep dives into core skills like statistics and programming, while others focus on practical application through case studies and projects. Even the blend of data science and business can differ, with some emphasising technical expertise and others leaning towards business acumen. Ultimately, it's a diverse landscape, so research specific Postgraduate Program in Data Science and Machine Learning to find the perfect fit for your goals and background.

Job Role	Approximate Annual Salary (INR)
Data Analyst	INR 4L - INR 10L
Data Scientist	INR 8L - INR 20L
Financial Analyst	INR 4L - INR 10L
Management Analyst/Consultant	INR 18L - INR 24L
Market Research Analyst	INR 3L - INR 7L

Executive Post Graduate Program in Data Science & Machine Learning