Courses

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 at INR 8,896 per month.

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Intro Video
With Industry experts from
  • Online
    Format
    Default
  • August 16, 2020
    All India Aptitude Test
  • Rank 1
    NIRF Ranking
  • 300+
    Hiring Partners
  • 12 Months
    Recommended 12-15 hrs/week
  • Sep 29, 2020
    Start Date
  • Overview
  • Careers
  • Projects
  • Instructors
  • Syllabus
  • Benefits
  • Fees

Program Overview

Key Highlights

  • Learn from the faculty of IIT Madras
  • Designed for Senior Working Professionals
  • 16+ Case Studies and Assignments
  • Practical Hands-on Workshops
  • 25+ Industry Mentorship Sessions
  • One-on-One with Industry Mentors
  • 450+ Hours of Learning
  • India's No.1 Ranked Engineering College
  • Job Placement Assistance
  • No Cost EMI Option
  • India's most advanced cloud program
  • 4 weeks Industry Capstone Project
  • Globally accepted advanced certification
  • Offline peer-to-peer networking

Programming Languages and Tools Covered

Over 500 Careers Transformed

Learn more about successful career transitions in the
Career Transition Handbook
58%
Average Salary Hike
72L
Highest Salary
500+
Career Transitions
300+
Hiring partners
10+Years
Avg. Work Experience
20%
International Learners
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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Job Assistance
Get an opportunity to interview for 300+ hiring companies partnered with upGrad
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  • 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 Program For?
    Engineers, Software and IT Professionals, Data Professionals
  • Minimum Eligibility
    Bachelors degree with minimal understanding of any programming languages like R/Python/Java/C/C++

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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    • 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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    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
    Click to Zoom
    300+ Hiring Partners
    Opening the doors to the best in the industry

    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
    • 450+
      Hours of Content
    • 16+
      Case Study and Projects
    • 15+
      Live Sessions
    • 8+
      Coding Assignments
    • 7
      Tools and Software
    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
    • upGrad BaseCamp
      • Fun-packed, informative, and career building workshops
      • Sessions by industry professionals and professors
      • Group activities with your peers and alumni
      Industry Networking
      • Live sessions by experts on various industry topics
      • One-on-one discussion and feedback sessions with industry mentors

    Our Students Work At

    Program Fee
    Starting at INR 8,896/month
    Program Price: INR 200,000 (Incl. Tax) No cost EMI available.
    View Plans
      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
      • Hiring Opportunities from Uber, Microsoft, PwC, Genpact, and More
      I’m interested in this program

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