Master of Science in Machine Learning & Artificial Intelligence

Learn to deploy Machine Learning models using Cloud computing with an M.Sc. Degree from Liverpool John Moores University, and an Advanced Certification from IIT Madras at INR 11,850 per month. Eligibility: Bachelor’s degree with 50% mandatory, coding experience required.

With Industry experts from
  • Global M.Sc.
    India & UK's Top Universities
  • Ranked #1 in India
    IIT Madras ranking - NIRF 2021
  • 18 Months*
    Recommended 12-15 hrs/week
  • Jun 30, 2022
    Start Date
  • 5 out of 6 Learners
    Get Positive Career Growth
  • Overview
  • Tools
  • Certificate
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Careers
  • Fees
  • Reviews

Programme Overview

Key Highlights

  • Learn from the faculty of IIT Madras & LJMU
  • 25+ Case Studies and Assignments
  • 650+ Hours of Learning
  • India's Most Advanced Cloud Program
  • Globally accepted M.Sc. Degree
  • Designed for Working Professionals
  • Practical Hands-on Workshops
  • India's No.1 Ranked Engineering College
  • No Cost EMI Option
  • 4 Weeks Industry Capstone Project
  • Offline peer-to-peer networking (non-COVID time)
  • Career Mentorship Sessions (1:1)
  • Personalised Industry Session
  • High Performance Coaching (1:1)
  • Just-in-Time Interviews
  • AI Powered Profile Builder
  • Exclusive Job opportunities Portal
  • Career Bootcamp
  • Top Skills You Will Learn
    Python, BD processing using Spark, Deploy ML Models, Supervised & Unsupervised ML Models, Predictive Analytics & Statistics
  • Job Opportunities
    Big Data Analyst, Data Engineer, Data Scientist, Machine Learning Engineer
  • Who Is This Programme For?
    Engineers, Software and IT Professionals, Data Professionals
  • Minimum Eligibility
    Bachelor’s Degree with 50% or equivalent at graduation. Coding experience required.* (B. Tech or B.E- preferably 60% or higher or first class if you have less than two years of experience) 

Experience 650+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects. 

Programming Languages and Tools Covered

Advanced Certification from IIT Madras

Complete all the courses successfully to obtain this prestigious certification from IIT Madras.

  • IIT Madras, India's no. 1 Ranked Engineering Institute by NIRF Ranking 5th consecutive year
  • Widely recognised Advanced Certification in Machine Learning and Cloud
  • Network with Machine Learning and Cloud professionals across all industries
Advanced Certification from IIT Madras
Click to Zoom


Learn from India's leading Machine Learning 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.
  • Preparatory Content
    • 1 Assignment
  • Introduction to Machine Learning in Cloud
    • 5 Weeks
    • 1 Assignment
  • Data Warehousing & Data Management
    • 5 Weeks
    • 1 Assignment
  • Big Data Processing using Spark
    • 4 Weeks
    • 1 Assignment
  • Machine Learning - I
    • 5 Weeks
    • 1 Assignment
  • Machine Learning - II
    • 8 Weeks
    • 3 Assignments
  • Deep Learning
    • 7 Weeks
    • 1 Assignment
  • NLP with Deep Learning
    • 4 Weeks
    • 1 Assignment
  • Deployment
    • 5 Weeks
    • 1 Capstone Project
  • Capstone
    • 4 Weeks
  • Research Methodology
    • 8 Weeks
  • Master's Dissertation
    • 16 Weeks
  • 650+
    Hours of Learning
  • 25+
    Case Studies and Assignments
  • 20
    Live Sessions
  • 7
    Tools and Software

Industry Projects

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

    • IMDb Movie Analysis
      Analyze movie data from the past hundred years and find out various insights...
      Learn More
    • Stack Overflow Case Study
      Using EDA, help Stack Overflow implement the features in its web application...
      Learn More
    • Uber Case Study
      Analysis of the Uber dataset to understand the demand and supply of cab serv...
      Learn More
    • Data Warehousing Case Study
      Similar to the BFSI or the healthcare industry, the telecommunications indus...
      Learn More
    • E-commerce Sales EDA Case Study
      Analyze a public click stream dataset of a cosmetics store to extract valuab...
      Learn More
    • Celebrity Recognition
      As part of this case study, students must use the Boto3 SDK and AWS services...
      Learn More
    The upGrad Advantage
    Strong hand-holding with dedicated support to help you master Machine Learning.
    • 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 is available 7 days a week, 24*7.
      • You can write to us via or for urgent queries use the " Talk to Us" option on the learn 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
      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
    • 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

    Over 500 Careers Transformed

    Learn more about successful career transitions in the
    Career Transition Handbook
    Average Salary Hike
    Highest Salary
    Career Transitions
    International Learners
    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 (1:1)
    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
    Our Learners Work At
    Top companies from all around the world have recruited upGrad alumni

    upGrad Alumni

    Admission Process

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

    Programme Fee - Indian Residents
    Starting at INR 11,850/month
    Programme Price: INR 4,99,000 (incl. taxes) No cost EMI available.
    View Plans

      Empowering learners of tomorrow

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

      What You Benefit from This Programme
      • Advanced Certification from IIT Madras & M.Sc. from LJMU
      • Cutting-Edge Curriculum Designed by Industry Experts
      • Become a certified Machine Learning and Cloud professional
      • Career Transition with 57% average Salary Hike
      • Hiring Opportunities from Uber, Microsoft, PwC, Genpact, and More

      Student Reviews


      • *Programme length implies 18 months of learning and full program duration may vary depending on university.

      Frequently Asked Questions

      Programme Details
      Refund Policy/Financials
      Selection Criteria
      For queries, feedback & assistance

      upGrad Learner Support

      (We are available 24*7)
      For Indian Nationals
      For Foreign Nationals