PG Certification in Machine Learning and Deep Learning

Future-proof your career with in-demand ML & Deep Learning skills. Get ahead with personalised mentorship from Industry experts, hands-on projects & 360 degree career support.

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Intro Video

With Industry Experts From

34,500+

Students Empowered
Online

Format
240+

Hours of Learning
6 months

Recommended 12 hrs/week
Mar 30, 2021

Start Date

Tools
Certificate
Benefits
Syllabus
Projects
Instructors
Careers
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FAQ

Program Overview

Key Highlights

Designed for Working Professionals
5+ Industry Projects, Case Studies & Assignments
1:1 Personalised Mentorship from ML Industry Experts
PG Certificate from IIIT Bangalore
240+ hours of Learning
Dedicated Student Success Mentor & Career Mentor for 360 Degree Support

Eligibility: Any Bachelor's Degree, No minimum work experience required

Curriculum Overview: Exploratory Data Analysis, Regression Analysis, Unsupervised Learning, Neural Networks, Gesture Recognition & more

Syllabus

Experience 240+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects

Programming Languages, Tools & Libraries Covered

PG Certification from IIIT-Bangalore

Complete all the courses successfully to obtain this prestigious recognition from IIIT-Bangalore. IIIT-Bangalore is a deemed university by UGC, AICTE approved & in the Top 70 Engineering Universities as per NIRF Rankings.

Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
Gain theoretical knowledge & practical understanding with this cutting-edge curriculum
Learn multiple tools & languages to stand apart to gain a foothold in the ML & AI industry

PG Certification from IIIT-Bangalore — Click to Zoom

Benefits with upGrad

360 Degree Career Support services, Personalised Mentorship from Industry Experts, Hands-on Projects, Peer Networking opportunities & a whole lot more to help you master Machine Learning & AI.

Career Assistance
Personalised Mentorship
Practical Learning & Networking

Interview Prep & Resume Building
- Get 1:1 Resume Review Sessions with Industry Experts & a dedicated Career Mentor
- Profile Building Workshops: Live sessions on how to build your profile - be it your resume or GitHub profile
- Explore 100+ commonly asked interview questions across modules
Company Specific Preparation
- Just-in-Time Interviews: Get company and role-specific preparation with mock interviews right before your actual interviews
- Access to a carefully curated pool of interview resources per company to ensure you're interview-ready
Industry Expert Mentorship
- Fortnightly personalised group (1:8) mentorship sessions with industry experts for pro-active mentoring
- Calls with industry experts for personalised feedback & guidance spread over 3 months
- Live interactive sessions with leading industry experts covering curriculum + advanced topics
Dedicated upGrad Mentors
- Student Success Mentor to track your program progress & aid you at every point with all doubts
- A dedicated Career mentor to help track your weekly company application targets, coach you on your profile and assist with your career transition journey
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

Data Science Tool Kit
- 3 Weeks
Statistics and Exploratory Data Analytics
- 5 Weeks
- 2 Assignments
Machine Learning
- 6 Weeks
- 1 Assignment
Machine Learning II
- 7 Weeks
- 1 Assignment
Deep Learning
- 8 Weeks
- 2 Assignments

240+

Hours of Content
5+

Case Study and Projects
24+

Live Sessions
15+

1:8 Group Coaching Sessions with Experts
12

Tools, Languages & Libraries
1:1

Mentorship Sessions with Industry Experts

Industry Projects

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

Network with peers by collaborating on projects
Guidance by experienced industry mentors to achieve concrete learning outcomes
Personalised subjective feedback on your submissions to help you improve

Gesture Recognition

Make a Smart TV system which can control the TV with user’s hand gestures as...

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Telecom Churn Analysis

Solve the most crucial business problem for a leading telecom operator in In...

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Detect Skin Cancer from Images

Build a neural network from scratch in Tensorflow to identify the type of sk...

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Investment Analysis

Fill in the shoes of an analyst at an investment bank and determine where th...

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Lending Club Case

Determine which customers are at the risk of default and what are their char...

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Car Price Prediction

Build a model to understand the factors car prices vary on and help a Chines...

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House Price Prediction

Build a model to understand the factors house prices vary on and help an Ame...

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Instructors

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

Hindol Basu

CEO

An alumnus of IIT and IIM with over 13 years of experience in Analytics with industry leaders such as the CitiGroup, Tata Industries, etc.

Chandrashekar Ramanathan

Dean - Academics

Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organisations.

S. Anand

CEO

A gold medallist from IIM Bangalore, an alumnus of IIT Madras and London School of Business, Anand is among top 10 data scientists in India with 20 years of experience.

Tricha Anjali

Associate Dean

Prof. Anjali has a Ph.D. from Georgia Tech as well as an integrated M.Tech. (EE) from IIT Bombay. Her research interests include computer and wireless networks

Ujjyaini Mitra

Head of Analytics

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

Prof. S. Sadagopan

Director

Prof. Sadagopan is currently the Director (President) of IIIT Bangalore. He has an M.S. and a Ph.D. from Purdue University as well as a B.E. (Hons.) degree from Madras University.

Anshuman Gupta

Director, Data Science

He has a Ph.D. (Dual) from Penn State University as well as a B.Tech. degree from IIT Bombay.

Prof. G. Srinivasaraghavan

Professor

Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies as well as several other Fortune 500 companies.

Ankit Jain

Sr. Research Scientist

An alumnus of IIT Bombay, UCB and Harvard Business School with over 9 years of experience

Dinesh Babu Jayagopi

Asst. Professor

Prof. Dinesh has a Ph.D. from Ecole Polytechnic Federate Switzerland, M.Sc. from IISc Bangalore in System Science & Signal Processing and B.Tech. from Madras Institute of Technology.

Kalpana Subbaramappa

Ex-AVP, Decision Science

Kalpana is the ex-AVP of Decision Sciences at Genpact with experience spanning 20 years.

Mirza Rahim Baig

Lead - Business Analytics

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

Srinath Srinivasa

Professor & Dean (R&D)

Prof. Srinivasa holds a Ph.D. in Information Systems from the Berlin-Brandenburg Graduate School for Distributed Information Systems (GkVI), Germany, and an M.Sc. from IIT Madras. He is also the recipient of various national and international grants for his research activities.

Career Support

1:1 Mentorship Sessions with Industry Experts

Dedicated Career Mentor for tracking career goals & interview prep

Profile Building Workshops & 1:1 Resume Review Sessions

Our Learners Work At

Top companies from all around the world have recruited upGrad alumni

Student Reviews

Ram Krishn Mishra

9 Years Experience BITS Pilani Dubai Campus

If you are really thinking about being specialized in this area, IIIT B is one of the best places. This course will give you: 1. Deep theoretical understanding of AI and ML from experienced professors from IIIT Bangalore . 2. Theoretical approach will be applied to practical problems with Python programming on real time data led by Industry experts.

Radhakrishnan Ramanathan

Vice President - Big Data and Analytics , Jio

This course / specialization has helped me in both aspects of understanding real analysis of problems & applying it to my work on Network optimization and customer analytics. The course content and the professor (Dr Raghavan) has been really good & apt for learning in a great way.

Program Fee

USD 1699

Get a chance to avail a fee waiver basis your profile and test scores! Write to us at international.admissions@upgrad.com to know more!

What's Included in the Price

Features/Benefits

Rigorous cutting-edge curriculum developed in collaboration with IIIT Bangalore and industry leaders in deep learning
Post Graduate Certification from IIIT Bangalore Without Quitting Your Job
Practical learning with industry-relevant projects and case studies
360 Degree Career Support with 1:1 Mentorship from Industry Experts & post-graduation career support
Networking opportunities with 10,000+ alumni & leading industry experts

Frequently Asked Questions

Program Details

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Refund policy/Financials

Selection Criteria