Courses
Executive PG Programme in Data Science

Kick-start your Data Science journey with India's #1 online Data Science program, aligned to competency standards developed by NASSCOM in collaboration with industry and approved by government. Start your journey today at INR 7,992 per month.

With Industry Experts From
  • India's #1 Technical
    University (Private)
    Source - India Today, 2021
  • 12 months
    Recommended 12-15 hrs/week
  • Jan 31, 2022
    Start Date
  • EMI Options
    Starts at Rs. 7,992/month*
  • 5 out of 6 Learners
    Get Positive Career Growth
  • Overview
  • Instructors
  • Syllabus
  • Specialisation
  • Projects
  • Benefits
  • Admission Process
  • Fees
  • Refer & Earn
  • FAQ
About the Programme

Choose from 6 specializations, receive industry mentorship, dedicated career support, learn 14 programming tools & languages & much more

6 Unique Specialisations

Choose from 6 specializations as per your background & career aspirations. Get an Executive PGP in Data Science from IIITB with a specialization.

Dedicated Career Assistance

Receive 1:1 career counselling sessions & mock interviews with hiring managers. Further your career with our 300+ hiring partners.

Student Support

Student Support available all day for your convenience (24*7). For urgent queries, use the Call Back option on the platform.

Programme Overview

Key Highlights

  • Complimentary Python Programming Bootcamp
  • Career Essential Soft Skills Program
  • Designed for Working Professionals
  • IIIT Bangalore Alumni Status
  • 14+ Programming Tools & Languages
  • 60+ Industry Projects
  • India's 1st EPGP Aligned to SSC NASSCOM Competency Standards
  • Student Support available all day for your convenience (24*7)
  • Career mentorship Sessions(1:1)
  • Exclusive Job opportunities Portal
  • High Performance Coaching(1:1)
  • Just-in-Time Interviews
  • AI Powered Profile Builder
  • Personalised Industry Session
  • Industry Readiness Assessments
  • Career Bootcamp

6 Unique Specialisations to choose from
- Data Science Generalist
- Deep Learning
- Natural Language Processing
- Business Intelligence/ Data Analytics
- Business Analytics
- Data Engineering

  • Top Skills You Will Learn
    Predictive Analytics using Python, Machine Learning, Data Visualization, Big Data, Natural Language Processing
  • Job Opportunities
    Data Analyst, Data Scientist, Data Engineer, Product Analyst, Machine Learning Engineer, Decision Scientist
  • Who Is This Programme For?
    Engineers, Marketing & Sales Professionals, Freshers, Domain Experts, Software & IT Professionals
  • Minimum Eligibility
    Bachelor’s Degree with minimum 50% or equivalent passing marks. No coding experience required.
Syllabus

Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects

Programming Languages and Tools Covered

Executive PG Programme from IIIT Bangalore

Complete all the courses successfully to obtain this prestigious recognition from IIITB with a specialization in any of the following: Natural Language Processing, Deep Learning, Business Intelligence/ Data Analytics, Business Analytics, Data Engineering

  • Connect with a global network of accomplished IIITB Alumni
  • Widely recognised and valued Executive PG Programme in Data Science
  • Network with Data Science professionals across all industries
Executive PG Programme from IIIT Bangalore
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Instructors

Learn from India’s leading Data Science faculty and industry leaders

Syllabus

Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
  • Pre-Programme Preparatory Content
    • 2 Weeks
  • Data Toolkit
    • 14 Weeks
    • 2 Assignments
  • Machine Learning
    • 9 Weeks
    • 3 Assignments
  • Specialisation- Data Science Generalist
    • 25 Weeks
    • 5 Assignments
  • Specialisation- Natural Language Processing
    • 25 Weeks
    • 4 Assignments
  • Specialisation- Deep Learning
    • 25 Weeks
    • 4 Assignments
  • Specialisation- Business Analytics
    • 25 Weeks
    • 9 Assignments
  • Specialisation- Business Intelligence/Data Analytics
    • 25 Weeks
    • 9 Assignments
  • Specialisation- Data Engineering
    • 25 Weeks
    • 11 Assignments
  • 400+
    Content Hours Available
  • 60+
    Industry Projects
  • 50+
    Live Learning Sessions
  • 20+
    Expert Coaching Sessions
  • 14+
    Programming Tools/ Languages

Specialisation

Post Course 2 (Machine Learning), choose any one of the below 6 specialisations as per your background and career aspirations

  • Data Science Generalist
  • Natural Language Processing
  • Deep Learning
  • Business Analytics
  • Business Intelligence/ Data Analytics
  • Data Engineering
  • Topics Covered

    Data Science Generalist
    • 25 Weeks
    • 5 Assignments
    Tree Models + Boosting (Optional)
    Model Selection & General ML Techniques
    ML Lab I: Classification
    Principal Component Analysis
    Advanced Regression - I
    Advanced Regression - II and ML Lab II: Regression
    Text Analytics & Processing + Text-Based Predictive Modelling
    Basic Visualisation using Tableau
    Data Storytelling
    Data Modelling
    Advanced SQL - Week II
    Algorithm Analysis + Recursion
    Searching and Sorting (Divide and Conquer included)
    Data Structures - Sets, Dictionaries, Stacks, Queues
    Python - OOPS
    Python Weeklong Lab
    Capstone Project

    Project

    Capstone Project
    Solve an end-to-end real-life industry problem from a wide variety of domain...
    Learn More
  • Topics Covered

    Natural Language Processing
    • 25 Weeks
    • 4 Assignments
    Lexical Processing
    Syntactic Processing
    Syntactic Processing -Assignment
    Neural Nets for NLP
    Semantic Processing
    Case Study: Classifying customer complaint tickets

    Project

    Capstone Project
    Choose from a range of real-world industry woven projects on advanced topics...
    Learn More
  • Topics Covered

    Deep Learning
    • 25 Weeks
    • 4 Assignments
    Tree Models
    Model Selection & General ML Techniques
    Principal Component Analysis
    Advanced Regression
    Advanced Regression Assignment
    Bagging and Boosting
    Time Series Analysis
    Telecom Churn Case Study
    Introduction to Neural Networks
    Neural Networks Assignment
    Convolutional Neural Networks - Introduction and Industry Applications
    Recurrent Neural Networks
    Gesture Recognition
    Capstone Project

    Project

    Capstone Project
    Choose from a range of real-world industry woven projects on advanced topics...
    Learn More
  • Topics Covered

    Business Analytics
    • 25 Weeks
    • 9 Assignments
    Tree Models
    Time Series Forecasting
    Retail-Giant Sales Forecasting Assignment
    Model Selection & General ML Techniques
    SQL Best Practices
    Advanced Excel
    Telecom Churn Case Study
    Structured Problem Solving using Frameworks
    Structured Problem Solving Assignment
    Operations Research
    Data Storytelling
    Operations Research Case Study
    Capstone Project

    Project

    Capstone Project
    Solve an end-to-end real-life industry problem from a wide variety of domain...
    Learn More
  • Topics Covered

    Business Intelligence/ Data Analytics
    • 25 Weeks
    • 9 Assignments
    Data Modelling
    SQL Best Practices
    SQL Assignment: IMDb Movies
    Advanced Excel
    NoSQL Databases and Best Practices
    Introduction to Big Data and Cloud
    Hive and Querying
    Hive Case Study
    Visualisation using Tableau
    Sports Analytics - IPL Visualisation Assignment
    Visualisation using PowerBI
    Visualisation using Plotly
    Data Storytelling
    Plotly Case Study
    Capstone Project

    Project

    Capstone Project
    Solve an end-to-end real-life industry problem from a wide variety of domain...
    Learn More
  • Topics Covered

    Data Engineering
    • 25 Weeks
    • 11 Assignments
    Introduction to Big Data(Optional)
    Introduction to Cloud and AWS Setup
    Introduction to Hadoop and MapReduce Programming
    MapReduce Programming Assignment (optional)
    Data Management and Relational Database Modelling
    NoSQL Databases and Apache HBase and NoSQL Databases and MongoDB(Optional)
    Data Warehousing (Optional)
    Data Ingestion with Apache Sqoop and Apache Flume
    Hive & Querying
    Hive Assignment (optional)
    Amazon Redshift
    Introduction to Apache Spark
    NYC Parking Assignment (Optional)
    Project: ETL Data Pipline
    Optimising Spark for Large Scale Data Processing
    Apache Flink(Optional)
    Real-Time Data Streaming with Apache Kafka
    Real-Time Data Processing using Spark Streaming
    Stock data Analysis Assignment (Optional)
    Building Automated Data Pipelines with Airflow
    Analytics using PySpark
    Classification Assignment (Optional)
    Project: Real Time data processing
    AWS Cloud Infrastructure (Optional)
    Capstone Project

    Project

    Capstone Project
    The capstone project will stitch all the components of data engineering toge...
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Industry Projects

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

  • Engage in collaborative projects with student-mentor interaction
  • Benefit by learning in-person with expert mentors
  • Personalised subjective feedback on your submissions to facilitate improvement
  • IMDb Movie Analysis
    Analyse movie data from the past 100 years and find out various insights to ...
    Learn More
  • Credit EDA Case Study
    Solve a real industry problem through the concepts learnt in exploratory dat...
    Learn More
  • Bike sharing systems (Linear Regression Assignment)
    Build a model to understand the factors on which the demand for bike sharing...
    Learn More
  • Lead Scoring
    Help the sales team of your company identify which leads are worth pursuing ...
    Learn More
  • Clustering Assignment
    Apply the machine learning concepts learnt to help an international NGO clus...
    Learn More
  • Telecom Churn
    Telecom companies often face the problem of churning customers due to the co...
    Learn More
  • Fraud Detection
    Build a machine learning model to identify fraudulent credit card transactio...
    Learn More
  • Retail-Giant Sales Forecasting
    Forecasting the sales on the time series data of a global store
    Learn More
  • RSVP Movies (SQL Assignment)
    In this assignment, you will work on a movies dataset using SQL to extract e...
    Learn More
  • Hive Case Study
    In this assignment, you will apply your Hive and Hadoop learnings on an E-c...
    Learn More
  • ETL Project
    This is an ETL project which will cover the topics like Apache Sqoop, Apache...
    Learn More
  • Assignment - Structured Problem Solving
    This assignment will test the learners understanding of the previous 2 modul...
    Learn More
  • IPL Visualisation Assignment
    With the IPL season commencing, let's go ahead and do an exciting assignment...
    Learn More
  • Advanced Regression
    Build a regularized regression model to understand the most important variab...
    Learn More
  • NYC Parking: EDA using Apache Spark
    Analyse the dataset of parking tickets
    Learn More
  • MapReduce Programming Assignment
    Practice MapReduce Programming on a Big Dataset.
    Learn More
  • Business Case Study - Staff Planning
    In this module, you will solve an industry case study using optimisation tec...
    Learn More
  • Assignment - Classification
    This module will contain practice assignment & all resources related to a cl...
    Learn More
The upGrad Advantage
Strong hand-holding with dedicated support to help you master Data Science
  • Learning Support
    Industry Expert Guidance
    • Interactive Live Sessions with leading industry experts covering curriculum + advanced topics
    • Personalised Industry Session in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
    Student Support
    • Student Support available all day for your convenience (24*7)
    • For urgent queries, use the Call Back option on the platform.
  • Career Mentorship Sessions (1:1)
    • Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
    High Performance Coaching (1:1)
    • Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
    AI Powered Profile Builder
    • Obtain specific, AI powered inputs on your resume and Linkedin structure along with content on real time basis
    Interview Preparation
    • Get access to Industry Experts and discuss any queries before your interview
    • Career bootcamps to refresh your technical concepts and improve your soft skills
  • Networking & Learning Experience
    • Live Discussion forum for peer to peer doubt resolution monitored by technical experts
    • Peer to peer networking opportunities with a alumni pool of 10000+
    • Lab walkthroughs of industry-driven projects
    • Weekly real-time doubt clearing sessions
    Industry Readiness Assessments
    • Industry oriented tests which are prepared and validated by domain experts for continuous evaluation and improvement
  • upGrad Opportunities
    • upGrad Elevate: Virtual hiring drive giving you the opportunity to interview with upGrad's 300+ hiring partners
    • Job Opportunities Portal: Gain exclusive access to upGrad's Job Opportunities portal which has 100+ openings from upGrad's hiring partners at any given time
    • Be the first to know vacancies to gain an edge in the application process
    • Connect with companies that are the best match for you
Our Learners Work At
Top companies from all around the world have recruited upGrad alumni

Over 500 Careers Transformed

Learn more about successful career transitions in the
Career Transition Handbook
57%
Average Salary Hike
73L
Highest Salary
500+
Career Transitions
300+
Hiring Partners
Personalised Industry Session
Sessions by an industry expert for a small group of 10-12 learners with similar profiles to discuss real life applications of concepts and personalised coaching
Learn More
High Performance Coaching
Get a dedicated career coach to help you stay on track to achieve your career goals, coach you on your profile, and support you in your career journey.
Learn More
Career Mentorship Sessions (1:1)
Get personalised career landscaping from experts to chart out best opportunities
Learn More
Interview Preparation
Support in polishing your hard skills and soft skills for interview preparation
Learn More

upGrad Alumni

Admission Process

There are 3 simple steps in the Admission Process which is detailed below:

Programme Fee - Indian Residents
INR 2,99,000 (incl. taxes)
Starting at INR 7,992/month. No Cost EMI options available
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    Empowering learners of tomorrow

    Over 2,300 students have completed this course and started working at their dream job, whats stopping you?

    How You Benefit From This Programme
    • Executive PGP without quitting your job
    • Cutting-edge curriculum designed by industry experts
    • Alumni status from IIIT Bangalore
    • Career transition with 57% average salary hike

    Student Reviews

    Refer someone you know and get Flipkart vouchers worth ₹3,000!

    *Referral offer is valid only on the Executive PG Programme in Data Science

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    Note

    • EPGP Data Science is India's #1 online Data Science program as per HRAI rankings

    Frequently Asked Questions

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