Courses

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.

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Intro Video
With Industry experts from
  • Online
    Format
  • 40,000+
    Paid Learners
  • Global M.Sc.
    India & UK's Top Universities
  • 20 Months
    Recommended 12-15 hrs/week
  • Sep 29, 2021
    Start Date
  • 85+ Countries
    Learner Base
  • Overview
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Fees
  • Refer & Earn

Program Overview

Key Highlights

  • Learn from the faculty of IIT Madras & LJMU
  • Designed for Senior Working Professionals
  • 25+ Case Studies and Assignments
  • Practical Hands-on Workshops
  • 25+ Industry Mentorship Sessions
  • One-on-One with Industry Mentors
  • 650+ Hours of Learning
  • India's No.1 Ranked Engineering College
  • India's Most Advanced Cloud Program
  • 4 Weeks Industry Capstone Project
  • Globally accepted M.Sc. degree
  • Peer-To-Peer Networking
  • Top Skills You Will Learn
    Python, BD processing using Spark, Deploy ML Models, Supervised & Unsupervised ML Models, Predictive Analytics & Statistics
  • Advance Your Career
    Big Data Analyst, Data Engineer, Data Scientist, Machine Learning Engineer
  • Who Is This Program 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) 
Syllabus

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
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Instructors

Learn from India's leading Machine Learning 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-Program Preparation
    • 3 Weeks
    • 1 Assignment
  • Introduction to Machine Learning and Cloud
    • 5 Weeks
    • 1 Assignment
  • Data Warehousing and 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 and NLP Fundamentals
    • 7 Weeks
    • 1 Assignment
  • NLP and Computer Vision
    • 4 Weeks
    • 1 Assignment
  • Deployment
    • 5 Weeks
    • 1 Capstone Project
  • Research Methodologies
    • 4 Weeks
  • Master's Dissertation
    • 16 Weeks
  • 650+
    Hours of Content
  • 25+
    Case Study and Projects
  • 20+
    Live Sessions
  • 8+
    Coding Assignments
  • 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...
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    • Uber Case Study
      Analysis of the Uber dataset to understand the demand and supply of cab serv...
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    • Celebrity Recognition
      As part of this case study, students must use the Boto3 SDK and AWS services...
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    • Stack Overflow Case Study
      Using EDA, help Stack Overflow implement the features in its web application...
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    • Data Warehousing Case Study
      Similar to the BFSI or the healthcare industry, the telecommunications indus...
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    • E-commerce Sales EDA Case Study
      Analyze a public clickstream dataset of a cosmetics store to extract valuabl...
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    • Twitter HashTag Analysis
      Perform the real time hashtags analysis of tweets using the Twitter APIs Get...
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    • Recommendation System using ALS
      Using the ALS algorithm, predicted the top 20 recommendation to each user wh...
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    • Market Basket Analysis using Apriori Algorithm
      Implementation of market basket analysis using Spark with the help of Aprior...
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    • A/B Testing
      An e-commerce company is evaluating its customer experience. They run a surv...
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    • House Price Prediction
      A common challenge in the real estate industry includes predicting the price...
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    • NYC Taxi Fare Prediction
      Build a pricing model to predict the fare of a taxi ride given set of attrib...
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    • Telecom Churn Prediction
      The objective of the case study is to predict whether a customer leaves the ...
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    • Click-Through Rate Prediction
      The dataset contains information about advertisements shown to customers. Th...
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    • Credit Card Fraud Detection
      To correct predict whether a transaction is fraud or not based on the previo...
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    • Income Prediction
      You will be required to build a tree to predict the income of a given popula...
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    • Heart Disease Prediction
      To correctly predict whether the person has heart disease or not based on: i...
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    • Libsvm
      LibSVM dataset is used to represent data that contains numerous missing valu...
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    • PUBG Strategy Demystification
      Analyse the data of different matches to understand what kind of strategy wo...
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    • Recommendation System using PCA and KNN
      Implemented the movie recommendation system (Item based filtering) by reduci...
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    The upGrad Advantage
    Strong hand-holding with dedicated support to help you master Machine Learning.
    • Learning Support
      Industry Mentors
      • Receive unparalleled guidance from industry mentors, teaching assistants, and graders
      • Receive one-on-one feedback on submissions and personalised feedback for improvement
      Student Success Mentors
      • A dedicated Success Mentors is allocated to each student so as to ensure consistent progress
      • Success Mentors are your single points of contact for all your non-academic queries
    • Q&A Forum
      • Timely doubt resolution by industry experts and peers
      • 100% expert verified responses to ensure quality learning
      Expert Feedback
      • Personalised expert feedback on assignments and projects
      • Regular live sessions by experts to clarify concept related doubts
    • Industry Networking
      • Live sessions by experts on various industry topics
      • One-on-one discussion and feedback sessions with industry mentors
    Our Learners Work At
    Top companies from all around the world have recruited upGrad alumni
    Program Fee
    USD 7999
    Earn a fee waiver if you are a Fortune500 employee! Apply Now using your company email address!

      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 Program
      • Advanced Certification from IIT Madras & M.Sc. from LJMU
      • Cutting-Edge Curriculum Designed by Industry Experts
      • Become a Certified Machine Learning and Cloud professional

      Student Reviews

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