Programs

PG Diploma in Machine Learning and AI

Become a Machine Learning Engineer and learn how to train an agent to play tic tac toe, train a Chatbot, and lots more

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  • 1000+
    Students Empowered
  • Online
    Format
  • 11 months
    Recommended 15 hrs/week
  • Nov 16, 2019
    Start Date
  • 250+
    Hiring Partners
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Careers
  • Fees
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Program Overview

Key Highlights

  • Designed for Working Professionals
  • 450+ Hours of Learning
  • 12 Case Studies and Assignments
  • Practical Hands-on Workshops
  • One-on-One with Industry Mentors
  • Timely Doubt Resolution
  • Dedicated Student Success Mentor
  • IIIT Bangalore Alumni Status
  • Job Placement Assistance with Top Firms
  • No Cost EMI Option
  • Top Skills You Will Learn
    NLP, Deep Learning, Reinforcement Learning and Graphical Models along with a solid foundation in Predictive Analytics and Statistics
  • Job Opportunities
    Business Analyst, Product Analyst, Machine Learning Engineer, Data Scientist
  • Who Is This Program For?
    Engineers, Software and IT Professionals, Data Professionals
  • Minimum Eligibility
    Bachelor's Degree with minimum 1 year of work experience or a degree in Mathematics or Statistics

Programming Languages and Tools Covered

Post Graduate Diploma from IIIT Bangalore

Complete all the courses successfully to obtain this prestigious recognition from IIIT Bangalore.

  • Connect with a global network of accomplished IIIT-B Alumni
  • Widely recognised Post Graduate Diploma in Machine Learning and AI
  • Network with Machine Learning professionals across all industries
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Instructors

Learn from India's leading Data Science 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.

  • Data Science Tool Kit
    • 4 Weeks
    • 1 Assignment
  • Statistics and Exploratory Data Analytics
    • 5 Weeks
    • 2 Assignments
  • Machine Learning - I
    • 6 Weeks
    • 1 Assignment
  • Machine Learning - II
    • 7 Weeks
    • 1 Assignment
  • Natural Language Processing
    • 7 Weeks
    • 2 Assignments
  • Deep Learning
    • 8 Weeks
    • 2 Assignments
  • Reinforcement Learning
    • 6 Weeks
    • 2 Assignments
  • Graphical Model
    • 4 Weeks
    • 1 Assignment
  • 450+
    Hours of Content
  • 12
    Case Study and Projects
  • 15
    Live Sessions
  • 11
    Coding Assignments
  • 6
    Tools and Software

Industry Projects

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

  • Engage in collaborative projects with student-mentor interaction
  • Benefit by learning in-person with Expert Mentors
  • Personalised subjective feedback on your submissions to facilitate improvement
  • Train an agent to play Tic Tac Toe
    Use cutting-edge AI techniques to teach a computer to play a computer game l...
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  • Building a Chatbot
    Train a chatbot to classify sentences (customer queries, etc.) into categori...
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  • Telecom Churn Analysis
    Solve the most crucial business problem for a leading telecom operator in In...
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  • Object Detection in Images
    Create and deploy complex neural networks to detect the occurrence of certai...
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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
  • 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

Career Impact

47%
Average Salary Hike
46L
Highest Salary
200+
Career Transitions
250+
Hiring partners
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 and detailed feedback after an interview.
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Job Placement
Get an opportunity to interview for 250+ hiring companies partnered with upGrad
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Our Students Work At

Program Fee
₹285,000
No Cost EMI at ₹21,667/month (Inclusive of all taxes)
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    What You Benefit from This Program
    • Post Graduate Diploma Without Quitting Your Job
    • Cutting-Edge Curriculum Designed by Industry Experts
    • Alumni Status from IIIT Bangalore
    • Career Transition with up to 200% Salary Hike
    • Hiring Opportunities from Uber, Microsoft, PwC, Genpact, and More
    I’m interested in this program
    Our Hiring Partners
    Opening the doors to the best in the industry

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