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IIT/IIM Courses

Gen AI-powered Data Science with Machine Learning

    Get Add on IIITB Certification

    Get job-ready with 100% classroom training and career support

    Master tech & soft skills for complete career growth

    Build ML & Gen AI apps using Python, SQL & BI tools

    Deploy models using Flask, Streamlit & Gradio with Cloud integration

Duration

6 Months

Scholarship

Upto 50%*

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Program Highlights

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Add-on Certification from IIIT-B

2 Masterclasses by IIIT-B Faculty

Work on 15+ Live Projects

6000+ Career Transitions

1200+ Hiring Partners

Free Access to 12+ Programming Tools

Industry-Ready Curriculum

Masterclasses by Industry Experts

Career Support & Placement Assistance

3 Years Access to Career Portal

3 Years Access to Learning Portal

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Advanced Certificate in Data Science and AI-ML
Add-on top tier certification from IIIT-B
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Program Curriculum

Module1: Excel & GenAI for Analytics

Study

• Excel For Business Problem-solving (CRISP-DM).

• Advanced Formulas, Logical Functions & Analytics Tools.

• Goal Seek, Scenario Manager & Data Tables.

• GenAI For Formula Generation, KPI Explanation & Summaries.

Create

• Superstore Sales Dashboard With GPT

• Automated Reports Using VBA + Gen AI

• Real-world Demand Simulation On Kaggle Datasets

Attempt

• 50+ Excel Interview Questions

• Problem-solving & KPI Explanation Practice

• Scenario-based Excel Tests

Module 2: Power BI & Tableau

Study

• End-to-end ETL & Data Modeling.

• DAX Fundamentals to Advanced Use Cases.

• Power BI & Tableau Visual Analytics.

• Data Storytelling With Gen AI-assisted Narratives.

Create

• Home Loan Default Dashboard (DAX Case Study)

• Retail & Superstore Profitability Dashboards

• Dynamic Tableau Dashboards with Parameters & Joins

Attempt

• 100+ DAX & BI Questions

• Dashboard Critique & Storytelling Exercises

• BI Scenario-based Case Studies

• 4 Weekly Tests

Module 3: SQL (With Cloud Integration)

Study

• Relational Databases & ER Modeling.

• Advanced SQL: Joins, Subqueries, Window Functions.

• Query Optimization Using Gen AI.

• SQL + Azure Cloud Integration.

Create

• RSVP Movie Database

• Marketplace Demand-supply Analysis

• Cloud-connected Analytics Workflows

Attempt

• 200+ SQL Interview Questions

• Complex Joins & Case-based Problems

• 1 Employability Test

• 2 Weekly Tests

Module 4: Python For Data Analysis

Study

• Python Fundamentals, Logic & Data Structures.

• Functional Programming & OOP.

• Numpy, Pandas & Data Visualization.

• EDA Techniques with Genai Support.

Create

• Credit Risk Analysis

• Uber Trip Demand Analysis

• Stock Market Analysis Using Yfinance

Attempt

• 250+ Python Coding Questions

• OOP & EDA Interpretation Tests

• Leetcode & Real-dataset Challenges

• 1 Employability Test

Module 5: Statistics & Probability (AI-assisted)

Study

• Descriptive & Inferential Statistics.

• Hypothesis Testing, ANOVA & Chi-square.

• Statistical Interpretation Using AI Tools.

Create

• Customer Churn Distribution Analysis

• Bank Credit Scoring Statistical Report

Attempt

• Statistics Problem Sets

• Business Interpretation & Decision-based Tests

Module 6: AI & Machine Learning

Study

• 18+ ML Algorithms & ML Pipelines.

• Feature Engineering & Hyperparameter Tuning.

• Model Explainability (SHAP, LIME).

• Deep Learning: CNNS, RNNS, LSTMS.

• Generative AI, RAG & LLM Workflows.

• Prompt Engineering For NLP, Vision & Agents.

Create

• Credit Risk & Churn Prediction ML Models

• Demand Forecasting System

• LLM-powered Apps (Chatbots, Semantic Search)

• Model Deployment Using Flask, Streamlit & Gradio

Attempt

• ML & AI Case-study Questions

• Model Evaluation & Explainability Tests

• End-to-end Capstone Project

Get Future-Ready with the Latest Tools

  • Python
  • pandas
  • NumPy
  • matplotlib
  • seaborn
  • tableau
  • Plotly
  • Power BI
  • scikit-learn
  • Keras
  • TensorFlow
  • OpenAI
  • Excel
  • Azure
  • gradio
  • Lime
  • Flask
  • Hugging Face
  • Streamlit
  • MySQL
  • GitHub
  • SQL
  • kaggle
  • Shap

What Makes This Program Stand Out?

Tool Access

GenAI Integration

Projects

Brand Case Studies

ML Deployment

Portfolio Creation

Interview Prep

Placement Support

upGrad's Data Science Program

In-built access to all tools (Cloud-based)

ChatGPT, Copilot, Gemini for coding & analytics

8–12 real industry projects

Airbnb, Zomato, Uber, Netflix

Live apps (Streamlit/FastAPI/Docker)

GitHub + Live Dashboards + ML Apps

Module-wise + MAANG-level mock rounds

3 Years access to job portal & support

Other Data Science Courses

Tools only available in institute lab

Not included

2–3 basic or dummy projects

Generic examples

Mostly not taught

Certificate-focused

Basic interview tips

Limited or none

Industry Case Studies & Real Projects

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

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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

Analyze Uber ride data to uncover demand patterns by time and location and build a model to forecast trip demand for smarter pricing and driver allocation.

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Uber Trip Demand Analysis

Analyze Uber ride data to uncover demand patterns by time and location and build a model to forecast trip demand for smarter pricing and driver alloca… 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. 

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

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

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

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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. 

360° Career Support

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Aptitude Training

Resume Building

LinkedIn Profile Evaluation

Interview Question Bank

1:1 Mock Interview Calls

Hands-on Technical Learning

Soft Skill Training

GD/Interview Prep

Eligibility Criteria

  • Graduation in any science / tech stream (B.E., B.Tech, B.Sc, B.C.A., etc.)
  • Students pursuing graduation in any of above streams are also eligible
  • No coding background required

Admission Process

Please find below the detailed steps to be followed as a part of the admission process.

Start Your Application

Follow the below application process to begin your enrollment process. 

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Submit Your Interest

Fill out the enquiry form on our website. Select your preferred city and centre.

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Speak to our Academic Counsellor

Discuss your background, goals, and best-fit program.

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Confirm Your Batch

Choose from our morning / evening / weekend batches that suit your schedule

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Start Learning

Once enrolled, you’ll receive onboarding details and access to learning resources. You can then begin your offline learning experience at the selected upGrad centre.

What Our Learners Have to Say

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Sr. Data Consultant

The choice was easy when I decided to upskill in Full Stack Development. Despite coming from the same background, I found value in the curriculum with smooth training. Thanks to upGrad & Omkar Sir

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Kranti Patil

CTC ₹15 LPA

Specialist Programmer

Before joining upGrad, I had no work experience and was unsure about entering the data science field. A friend introduced me to upGrad, where I received great support from Omkar Sir, especially with resume building. The teaching staff is well versed in the field, including help with professional profiles. upGrad is an ideal choice for upskilling, thanks to its mentorship and personalized support.

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Mansi Kodgire

CTC ₹9.5 LPA

Specialist Programmer

upGrad enhanced my job prospects in data science. The hands-on training, real-world projects, and supportive mentors made a significant difference. After 2.5 months, I feel confident and ready for new opportunities.

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Santosh Rath

CTC ₹7 LPA

Sr. Business Development Associate

I joined upGrad to enhance my Data Science skills for an analytical role. With expert mentorship, hands-on projects, and strong career support, I built my portfolio and network, leading to a promotion as a Senior Business Development Associate.

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Dhanshri Jagdale

CTC ₹6.5 LPA

AI/ML Developer

I joined upgrad to get full time job opportunity, It's all about learning methodologies by upgrad teaching staff this creates difference and one more one-on-one guidance by staff.

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Aditya Patil

CTC ₹5 LPA

Mentored by Top Professionals

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Alok Chauhan, Instructor

Alok Chauhan

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Data Science & AI

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 

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Shalini Singh, Instructor

Shalini Singh

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Data Science & AI

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

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Sirisha Pamidipati, Instructor

Sirisha Pamidipati

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Data Science & AI

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

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Data Science Careers Are Accelerating: Here's How

Job Role

Entry-Level Salary

Mid-Level Salary

Senior / Lead Salary

Data Scientist

~₹5 L – ₹8 L per year

~₹8 L – ₹15 L per year

₹15 L – ₹20 L+ per year

Data Analyst / BI Analyst

~₹4 L – ₹6 L per year

~₹6 L – ₹12 L per year

₹12 L – ₹18 L+ per year

Machine Learning / Data Science Engineer

~₹6 L – ₹10 L per year

~₹10 L – ₹18 L per year

₹18 L – ₹30 L+ per year

AI / ML Specialist / Advanced Analytics Lead

~₹8 L – ₹12 L per year

~₹12 L – ₹22 L per year

₹22 L – ₹35 L+ per year

Certificate in Gen AI- Powered Data Science Program

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Advanced Certificate in Gen AI- Powered Data Science and AI-ML

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

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Add on Certification from IIIT-B

Attend IIITB Masterclass to get an add-on IIITB Certificate

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Guided Internship Certificate

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

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Frequently Asked Questions

Graduates from any science or technology stream (B.E., B.Tech, B.Sc., BCA, etc.) are eligible to apply. Students currently pursuing their graduation in these streams can also apply. No prior coding background is required.

upGrad Learner Support

Talk to our experts. We’re available 24/7.

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Indian Nationals

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 .