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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40,000+

Paid Learners
Rank 1

NIRF Ranking 2020
12 Months

Recommended 12-15 hrs/week
Dec 30, 2021

Start Date
Financing

Starts at $97.19/month

Overview
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Careers
Benefits
Instructors
Syllabus
Projects
Admission Process
Fees
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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

"Our aim is simple: We strive to create high-impact, hands-on experiences that prepare students for meaningful and productive careers.”

- Ronnie Screwvala, Co-Founder, upGrad

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 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 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

Saurav Kant Kumar

upGrad learner 2 Years

90%

inc. in Salary

I can put my money on this course on any given day and assure everyone that this is one course that stands apart from every other course in the market.

Senior Systems Engineer

Data Scientist

Chandra Shekar

upGrad learner 24 Years

The Program helped me in getting this role. They were impressed with the Program curriculum. I will be working on detecting customer frauds and building chatbots. Whatever I have learnt through the program will definitely help me ahead as well.

Head of Delivery Operations

Senior VP | Consumer Finance

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.

Learning Support
Doubt Resolution
Networking

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 Support
- Support is available all days for 24 hours.
- For urgent queries, use the Call Back option on the platform.
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

Advanced Certification from IIT Madras — Click to Zoom

Instructors

Learn from India's leading Machine Learning faculty and industry leaders

Dr. Janakiram D.

Professor - CSE Department

Dr. Janakiram D., a PhD, at IIT Madras heads and coordinates the research activities of the Distributed & Object Systems Lab.

Ujjyaini Mitra

Head of Analytics

An alumnus of McKinsey and Co., Flipkart, and Bharti Airtel with over 11 years of experience.

Mirza Rahim Baig

Lead | Business Analytics

Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.

Vinod Seshadri

Software Architect - ML

With 14+ years of industry experience, Vinod, an MS Graduate in Machine Learning, does delivery of machine learning solutions at Wipro.

S. Anand

CEO

A Gold medallist from IIM Bangalore, an alumnus of IIT Madras and London School of Business, Anand is among the top 10 data scientists in India.

Vaidehi Takalikar

Python Expert

Vaidehi is a Post-Graduate in Computer Engineering and is experienced in training corporate employees in Tableau, Python.

Jaidev Deshpande

Senior Data Scientist at Gramener

Jaidev is a Sr. Data Scientist who comes with an extensive experience in data science and predictive analytics.

Pramod Misra

Lead Data Scientist - Vodafone Idea Limited

Pramod is a Lead Data Scientist who actively work on AWS Cloud, Big Data and Machine learning.

Arihant Jain

Data Scientist, Zest Money

Arihant is a Lead Data Scientist and has experience working in Retail, Credit Risk, Marketing, Banking, Digital, Industrial IoT & Telecom domains.

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...

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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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Our Learners Work At

Top companies from all around the world have recruited upGrad alumni

upGrad Alumni

Amarpal Singh

Akash Verma

Aman Avilash

Snehit Vemulapati

Digvijay Vyas

Mathew George

Shreyas Srivatsan

Santhosh Francis

Snigdha Prakash

Soumya Kuttapa

Shyam Kumar V N

Sai Dileep

Rutuja Mowade

Ragul Tamilchemma

Nirmal Maheshwari

Atul Kumar

Mukund Kumar

Mirza Hashim

Manshul Goel

Kumar Vaibhav

Jaya Priya

Jai Singh Bhagat

Harsha Raikar

Asher Babu

Anand Sonawane

Akash Kumar

Admission Process

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

Step 1: Take the Online Eligibility Test

Complete your application to take the 17 minute online eligibility test to kick-start the admission process. The test is designed to assess your quantitative & logical aptitude ensuring you're ready for the program.

Step 2: Get Shortlisted & Receive your Offer Letter

Our Admissions Committee will review your test score & profile. Upon qualifying, an Offer Letter will be sent to you confirming your admission to the Advanced Certification in Machine Learning and Cloud from IIT Madras.

Step 3: Block your Seat & Begin the Prep Course

Block your seat with a block payment of $200 to enroll into the program. Begin with your Prep course and start your Machine Learning journey!

Program Fee

$3,499

Ask about our preferred employer tuition discount options!

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

Refer someone you know and receive Amazon.com vouchers worth up to $300!*

*More details under the referral policy under Support Section.

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