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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. Start your journey today at Rs. 5,236/month*

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Intro Video
With Industry Experts From
  • 12,600+
    Students Enrolled
  • Online
    Format
  • 240+
    Hours of Learning
  • 6 months
    Recommended 12 hrs/week
  • Sep 29, 2020
    Start Date
  • EMI options
    Starting at Rs. 5,236*
  • Tools
  • Certificate
  • Benefits
  • Syllabus
  • Projects
  • Instructors
  • Careers
  • Reviews
  • Fees
  • 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
  • No Cost EMI Options Available
  • Dedicated Student Success Mentor & Career Mentor for 360 Degree Support
  • Placement Assistance (Job Opportunities Portal, Hiring Drives, Resume Building & 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
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Benefits with upGrad
360 Degree Career Support services, Personalised Mentorship from Industry Experts, Hands-on Projects & Hackathons, Peer Networking opportunities & a whole lot more to help you master Machine Learning & AI.
  • upGrad Opportunities
    • upGrad Elevate: Virtual hiring drive giving you the opportunity to interview with upGrad's 300+ hiring partners
    • Job Opportunities Portal: Gain exclusive access to upGrad's Job Opportunities portal which has 100+ openings from upGrad's hiring partners at any given time
    • Relevant Internship opportunities for learners open to gaining hands-on experience
    • Top performers in Hacakthons will have the opportunity to interview with the host company
    • Post graduation Career Support: live sessions with industry mentors to guide you, dedicated mentorship, & access to upGrad’s career assistance resources
  • 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
  • Hands-on Projects & Hackathons
    • 6 projects & assignments and a Mini-Capstone Project to apply your learnings
    • 1 Hackathon every quarter to network & build on core concepts
    • Live coding classes on Kaggle & OpenCV
    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

Syllabus

Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live 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...
    Learn More
  • Car Price Prediction
    Build a model to understand the factors car prices vary on and help a Chines...
    Learn More
  • House Price Prediction
    Build a model to understand the factors house prices vary on and help an Ame...
    Learn More

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.

Placement Support

  • upGrad Elevate: Virtual Hiring Drive with 300+ Hiring Partners

  • Access to Job Opportunities Portal with 100+ openings at any time

  • 1:1 Mentorship Sessions with Industry Experts

  • Dedicated Career Mentor for tracking career goals & interview prep

  • Profile Building Workshops & 1:1 Resume Review Sessions

  • Interview Opportunities through Hacakthons with top companies

  • 3 months Career Support provided post Program Completion

  • Company Specific Support with pool of resources per company & access to experts & alumni for interview preparation

    • Placement Support
    300+ Hiring Partners
    Opening the doors to the best in the industry

    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
    Starting at Rs. 5,236/month*
    Program Price 1,00,000 (excl. taxes). No cost EMI options available.
    View Plans
      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, access to Job Opportunities & post-graduation career support
      • Networking opportunities with 10,000+ alumni & leading industry experts
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