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For College Students


Students Empowered



-- months

Duration Recommended 10-12 hrs/week


Hiring Partners

    Program Overview

    Key Highlights

    Designed for Business Leaders
    Designed for Business Leaders
    75+ Case Studies and Projects
    75+ Case Studies and Projects
    Personalised Industry Mentorship
    Personalised Industry Mentorship
    IIIT Bangalore & LJMU Alumni Status
    IIIT Bangalore & LJMU Alumni Status
    Peer-to-Peer Networking
    Peer-to-Peer Networking

    upGrad has been instrumental in helping us in finding candidates with key skill sets in Data Science and Analytics
    - Val S, Director at Animaker


    Over 500 Careers Transformed


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

    Download Syllabus

    Programming Languages and Tools


    IIIT Bangalore

    Master's Degree from LJMU
    Complete all the courses successfully to obtain this prestigious recognition from LJMU.
    Master's Degree from LJMU
    Click to zoom
    • Connect with Global network of Faculty from LJMU
    • Get access to complete digital library of LJMU
    • Earn a Master's degree same as on-campus degree at 1/10th the cost

    Top Skills You Will Learn

    Identifying business problems, creating machine learning pipview more

    Who is this program for

    Business Unit Heads, Management Consultants, Product Managerview more

    Empowering learners of tomorrow

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


    Learn from leading Data Science faculty and industry leaders


    Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments, and live sessions
    Download Brochure
    Hours of Content Learning
    Case Studies and Project
    Live Sessions Overall

    Preparatory Course

    2 Weeks
    • Introduction to Excel
      14hr 59min
    • Analytics Problem Solving

    Analytics as a strategic lever

    6 Weeks
    1 Assignments
    • Anatomy of Decisions
    • Anatomy of Data
      7hr 59min
    • From Data to Decisions
      6hr 59min

    Traditional Decision Making Strategies

    7 Weeks
    2 Assignments
    • Exploratory Data Analysis
    • Data Story Telling
    • Inferential Statistics
    • Hypothesis Formulation & Testing
      8hr 30min

    Decision Making using Machine Learning

    7 Weeks
    1 Assignments
    • Decision Making using ML
    • Decision Making using Regression Models
    • Decision Making using Classification Models
      6hr 39min
    • Unsupervised Learning
      8hr 20min

    Decision Making using Advanced Models

    8 Weeks
    2 Assignments
    • Ensemble Models
    • Optimization
    • Deep Learning
      8hr 19min
    • Natural Language Processing
      6hr 40min
    • Introduction to AI
      6hr 59min

    Data Engineering & Deployment

    5 Weeks
    1 Assignments
    • Basics of Data Engineering
    • Fundamentals of Deployment

    Data Science Project Management

    5 Weeks
    1 Assignments
    • Developing a Business Case for an Analytics Project
      64hr 30min
    • Data Science Project Management
      97hr 30min
    • Data Security & Ethical use of Data
      6hr 39min

    Capstone Project

    6 weeks
    1 Assignment
    • Capstone project
      58hr 20min

    Bridge Course: Road to Masters

    6 weeks
    • Introduction to Python
    • Python for Data Science
    • Math for Machine Learning
    • Math behind Regression Algorithms
    • Math behind Classification Algorithms
    • Math behind Unsupervised Learning

    Research Methodologies

    4 weeks
    0 assignment
    • What is Research ?
    • Types of research
    • Research process
    • Data collection
    • Report writing and presentation
    • Scientific ethics

    Master's Dissertation

    16 weeks
    0 assignment
    • Investigate dietary patterns and metabolite fingerprints of takeaway (fast) food consumers using PCA and clustering methods
    • Investigate a diagnosis of eye diseases using imaging ophthalmic data
    • Structure medical images with information geometry
    • Using Social media feed to place tweets regarding natural disasters on a map
    • Preventing credit card fraud through pattern recognition
    • Developing a recommender system for a Media giant
    • Risk modelling for Financial activities and Investment Banking

    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

    The upGrad Advantage

    Strong hand-holding with dedicated support to help you master Data Science

    Regular 1-on-1 interaction with Industry Experts

    Regular 1-on-1 interaction with Industry Experts
    • Discussions on career growth and industry expectations
    • Feedback on project work and assignments

    Dedicated Student Success Mentors

    Dedicated Student Success Mentors
    • Help in learning plans ensuring consistent progress
    • Resolve non-academic queries for smooth learning experience

    Doubt Resolution on Q&A Forums & WhatsApp Groups

    Doubt Resolution on Q&A Forums & WhatsApp Groups
    • Timely doubt resolution by qualified teachers
    • Regular live Q&A sessions with experts

    Networking with Industry Experts & Peers

    Networking with Industry Experts & Peers
    • Live sessions by industry experts on relevant topics
    • Interaction with experts and peers in online and offline events translating into new job opportunities

    Job Placement Assistance

    Job Placement Assistance
    • Personalised resume building exercise
    • Mock interviews with our hiring experts
    • Job Interviews with 300+ hiring partners
    Career Transition Handbook
    Learn more about successful career transitions from PG Diploma in Data Science by IIIT Bangalore
    Download Now

    Student Reviews