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Why AI & Data Science Program?

Rising Demand for analytics and AI Skills and Career Growth

Annual Average Salaries

Top Companies Hiring

Flipkart
Genpact
Groupm
TechMahindra
Public Groupe
KPMG
Uber
tcQo
ZS
ugam

Demand

brifcase
45%
Year-On-Year Growth in Job Postings

Annual Average Salaries

Top Companies Hiring

Amazon
Axis Bank
Accenture
Careers360
Capgemini
Citius Tech
EY
Deloitte
Cognizant
Flipkart

Demand

brifcase
14%
Growth in Data Scientist Job Roles by 2028

Data scientists stand out as highly sought-after professionals, prized for their exceptional ability to unravel the complexities of data to extract valuable insights.

Key Highlights of Data Science Program

Why This program Will Kick Start Your Data Science Career

Slide 1 of 1

Highly Experienced Faculties from top-tier Institutes

Get guided internships from our partner companies

360-degree Career Support

Showcase your mastery with projects

Earn 3 certificates that validates your skills to employers

Nasscom Accredited Certificate

Tools and Technologies You’ll Master

Data Science Program Instructors

Whom will you learn from?

Slide 1 of 4
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Alok Chauhan

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Instructor Data Science Upgrad

10+ years of experience in DA/DS, Ex-L&T, New Holland, Data Arc, has served on site for clients in Honkong, Nepal and Germany 

LinkedIn ProfileLinkedin
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Shalini Singh

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Instructor Data Science Upgrad

12+ years of experience in data analytics, research, consultancy and academia, Ex-Deloitte having experience working with various ministries… Read More

LinkedIn ProfileLinkedin
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Sarika

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Instructor Data Science Upgrad

With 4.2 years of industrial experience as a machine learning engineer and around 2 years as a data science trainer, She specializes in mach… Read More

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Sirisha Pamidipati

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Instructor Data Science Upgrad

Skilled in data analytics and data science. Previously worked as Sr. Faculty - Data Analytics Training in ExcelR Edtech Private Limited, Ben… Read More

LinkedIn ProfileLinkedin
Slide 1 of 7
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S. Anand

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CEO

An alumnus of IIT Madras, IIM Bangalore and LBS London, Anand is among the top 10 data scientists in India with 20 years of experience. 

LinkedIn ProfileLinkedin
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Ujjyaini Mitra

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Head of Analytics

An alumnus of McKinsey and Co, Flipkart and Bharati Airtel with over 11 years of experience. 

LinkedIn ProfileLinkedin
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Behzad Ahmadi

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Machine Learning Engineer

An M.Tech and Phd graduate from Jersey Institue of Technology, Behzad possesses tremendous years of experience in Data Science and ML 

LinkedIn ProfileLinkedin
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Mirza Rahim Baig

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Lead Analyst

Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains. 

LinkedIn ProfileLinkedin
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Sajan Kedia

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Ex- Data Science Lead

Sajan graduated from IIT, BHU and has tons of experience in Data Science, Big Data, Spark, Machine Learning and Natural Language Processing. 

LinkedIn ProfileLinkedin
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Rama Krishna Maddi

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Growth Analytics Manager

Rama has around 10 years of experience and has worked with companies like CDC Software, LatentView Analytics & Pitney Bowes. He has worked a… Read More

LinkedIn ProfileLinkedin
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Ankit Jain

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Data Science Corporate Trainer

An alumnus of IIT Bombay, UCB and HBS with over 9 years of experience. Ankit has been recognised as 40Under40 Data Scienctist for 2022 

Disclaimer

  1. The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.

  2. The student assumes full responsibility for all expenses associated with visas, travel, & related costs. upGrad does not .

Offline Certificate in

Data Science and AI-ML

In Demand Skills: Master Python, Visualisation Tools, SQL, ML & Gen AI

Expert Guidance: Receive personalized feedback and career advice from industry experts

Career Support : Get 360° career support along with interview opportunities*

NASSCOM Certification: Earn certifications in courses endorsed by Nasscom

Program Offerings: Advance Certificate in Data Science , Advance Certificate in Data Science and ML-AI

banner image

200+ Hours

Classroom learning

 

100+ Hours

Placement training

 

20+

Projects

 

15000+

Interview Question Bank

 

10+

Programming Tools & Languages

Offline-Advanced Data Science Course Curriculum

Learn with a
World-Class Curriculum

Slide 1 of 6

Course 0

Prep Content

Course 1

SQL

Course 2

Python

Course 3

Data Visualisation

Course 4

Machine Learning

Course 5

Advanced ML and Generative AI

Revise essential mathematical concepts for data science and learn how to solve problems using business frameworks.

Topics covered:

  • Mathematics for DS/ ML
  • Developing Logic in Programming + CRSIP DM + Excel
  • Business Problem Solving using Excel

Topics covered:

  • Basics of SQL
  • Advanced SQL - I
  • Data Modelling
  • Advanced SQL - II
  • SQL Assignment

Topics covered:

  • Intro to Python
  • Programming in Python
  • Python for DS - NumPy and Basic Pandas
  • Pandas
  • DSA + OOPs
  • Data Visualisation in Python
  • Exploratory Data Analysis
  • Python Assignment

Topics covered:

  • Data Story Telling + Visualisation using Tableau
  • Visualisation in PowerBI
  • Dashboarding Assignment

Master the fundamentals of advanced statistical analysis techniques such as hypothesis testing and machine learning modelling and implement these solutions to tackle various industry problems.

Topics covered:

  • Inferential statistics and hypothesis testing
  • Linear Regression I
  • Linear Regression II
  • Logistic Regression
  • Project

Topics covered:

  • Decision Trees
  • Clustering
  • Ensemble Models
  • Natural Language Processing
  • Neural Networks + Generative AI
  • Capstone Project

Offline Data Science Course – Industry Projects

Build a Job-Worthy
Project Portfolio

Learn through real-life industry projects sponsored by top companies across industries

Slide 1 of 6

In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to analyse the patterns present in the data. This will ensure that the applicants are capable of repaying the loan and are not rejected.

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Loan Approval EDA Assignment

In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to … Read more

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Movie Dataset from RSVP movies ( SQL Case Study)

In this assignment, you will work on a movies dataset using SQL to extract exciting insights about popular films and the factors that drive a film. 

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Bike Sharing Assignment

Perform data analysis to understand the factors on which the demand for bike sharing systems vary on and help a company optimise its revenue. 

In this case study, the company requires you to build a machine learning classification model wherein using some demographics and behavioural data of the leads (potential buyers), it will be able to identify the ones most likely to convert.

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Lead Scoring Case Study

In this case study, the company requires you to build a machine learning classification model wherein using some demographics and behavioural data of t… Read more

Understand the factors that drive the Airbnb business and help the team leads tackle problems and bottlenecks through extensive data analysis on UI tools.

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Airbnb Case Study

Understand the factors that drive the Airbnb business and help the team leads tackle problems and bottlenecks through extensive data analysis on UI to… Read more

Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customers that are likely to churn and make data-driven strategies to retain them from the perspective of a data scientist.

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Advanced ML Case Study - Telecom Churn

Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customer… Read more

Certificates

Slide 1 of 3
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Advanced Certificate in Data Science and AI-ML - Nasscom certified program

Complete all the modules and earn your upGrad certificate showcasing your experitse in Data Science and ML-AI

01

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Nasscom Certification

Complete all assessments to earn Nasscom’s Bronze, Silver, or Gold certification based on your performance.

02

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Guided Internship Certificate

Receive a Guided Internship Certificate for gaining industry-relevant experience from our elite partners

03

Offline AI & Data Science Course Eligibility

Prerequisites and Eligibility

    Completed or currently pursuing graduation in any field

    The right aptitude, logical thinking, and drive for curiosity are all you need—leave the rest to us!

    College students and early passouts looking to maximise their employability in the data science domain

    Non-tech entry to mid-level professionals looking for their first data science jobs

    Entry-level tech professionals looking for a transition into data science

About upGrad AI & Data Science Program

Anyone who is looking to enhance their qualification with an advanced certification, boost their employability and increase their chances of landing a new-age job in Data Science, Gen AI with improved opportunities for career growth. (Do not take a gap)

High School Diploma or 10+2

The admissions process is completely online. The following are the key steps in the application process:

Step 1 - Fill Application form : Fill out an application giving your basic profile details.

Step 2 - Shortlisting and block payment: Once shortlisted, pay a block fee (Non-refundable)

Step 3 - Offer letter and payment: Balance to be closed within 7 days or batch start date whichever is sooner.

Post successful completion of this program, you will get an Advanced Certificate in Data Science.

You will need to spend 20-25+ hrs/week to get optimum results and learn.

Overall, this program will have video content broken down into small easy-to-complete segments that you can watch on the go-across devices. The remaining hours of engagement will be a mix of industry projects, live instructor sessions, mentoring sessions and online and offline meetups.

The curriculum is developed by by globaly renowned faculty with special inputs from industry experts, which makes it extremely relevant to working professionals.

Along with it, our Support Services, Career Assistance, and Live Sessions make it a classroom experience, which no one else in the market can offer.

Our programs have a strong experiential component that will prepare you to apply your learning on the job. Learn-Experience-Apply, Case Studies and industry projects will help you to experience real-life challenges of a data scientist.
These will enable you to step into shoes of leading data scientist at companies and put to use the theoretical learning in an experiential manner. Post this program, these will serve as a portfolio of projects you can illustrate to boost your job placement opportunities or to advance your career.

You need to pay a small amount to block your seat, which is non-refundable. The amount will be mentioned once you have filled out the application

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 and State Bank of India).

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

Refund Policy: (Programmes with prep-session component)


Student must pay an applicable caution money for the enrolment to the Programme. This caution amount will be adjustable against the total Programme fee payable by the student.
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 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-Programme 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.

For deferrals refer to the policy mentioned in your offer letter

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