Advanced Certification in Machine Learning and Cloud

Learn to deploy Machine Learning models using Cloud computing with India's most advanced certification program, exclusively from IIT Madras & upGrad.

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Intro Video
With Industry experts from
  • 2000+
    Students Enrolled
  • Online
    Format
    Default
  • Rank 1
    NIRF Ranking 2020
  • 12 Months
    Recommended 12-15 hrs/week
  • Dec 30, 2020
    Start Date
  • Overview
  • Download Syllabus
  • Careers
  • Benefits
  • Instructors
  • Syllabus
  • Projects
  • Admission Process
  • Fees

Program Overview

Key Highlights

  • Learn from the faculty of IIT Madras
  • Designed for Senior Working Professionals
  • 20+ Case Studies and Projects
  • Practical Hands-on Workshops
  • 25+ Industry Mentorship Sessions
  • One-on-One with Industry Mentors
  • 500+ Hours of Learning
  • India's No.1 Ranked Engineering College
  • India's most advanced cloud program
  • 4 weeks Industry Capstone Project
  • Globally accepted advanced certification
  • 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 In
    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 minimal understanding of any programming languages like R/Python/Java/C/C++
Syllabus

Experience 500+ 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

Over 500 Careers Transformed

58%
Average Salary Hike
10+Years
Avg. Work Experience
72%
IT Backgrounds
90%
Program Completion Rate
Career Counselling
Get personalised career pathing from experts to chart out the best opportunities.
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Resume Feedback
Obtain specific, personalised inputs on your resume structure and content.
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Interview Preparation
Receive one-on-one mock interviews conducted by industry mentors with detailed feedback
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The upGrad Advantage
Strong hand-holding with dedicated support to help you master Machine Learning.
  • 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

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
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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
  • 500+
    Hours of Content
  • 20+
    Case Studies and Projects
  • 16+
    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...
      Learn More
    • 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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    • 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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    • Income Prediction
      You will be required to build a tree to predict the income of a given popula...
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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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    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 is detailed below:

    Program Fee
    USD 2999
    Get a chance to earn a fee waiver basis your test score and relevance of work experience! Write to international.admissions@upgrad.com to know more.
      What You Benefit from This Program
      • Advanced Certification from IIT Madras
      • Cutting-Edge Curriculum Designed by Industry Experts
      • Become a certified Machine Learning and Cloud professional
      • Career Transition with 58% average Salary Hike
      • Upskill yourself with 500+ learning hours
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