Programs

PG Diploma in Machine Learning and AI

Become a Machine Learning Engineer and learn how to build and deploy industry curated projects like Gesture Recognition, creating a Chatbot and more!

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  • 3000+
    Students Empowered
  • Online
    Format
  • 12 months
    Recommended 15 hrs/week
  • Feb 8, 2020
    Start Date
  • 250+
    Hiring Partners
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Careers
  • Fees
  • Reviews
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Program Overview

Key Highlights

  • Designed for Working Professionals
  • 450+ Hours of Learning
  • 30+ Case Studies and Assignments
  • 5+ Practical Hands-on Capstone Projects
  • 25+ Industry Mentorship Sessions
  • 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
    Model Deployment, NLP, Deep Learning, Reinforcement Learning and Graphical Models along with a solid foundation in Predictive Analytics and Statistics
  • Job Opportunities
    Machine Learning Engineer, Data Scientist, AI Architect, Business Analyst, Product Analyst
  • 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 ( Optional )
    • 4 Weeks
    • 1 Assignment
  • Deployment and Capstone Projects
    • 6 weeks
    • 2 assignments
  • 450+
    Hours of Content
  • 12
    Case Study and Projects
  • 35+
    Live Sessions
  • 11
    Coding Assignments
  • 8
    Tools and Software

Industry Projects

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

  • Engage in collaborative real-life projects with student-expert interaction
  • Benefit by learning in-person with Industry Experts
  • Personalized subjective feedback on your submissions to facilitate improvement
  • Train an agent to play Tic Tac Toe
    What if you train an agent that'll beat you in the game of numerical tic-tac...
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  • Building a Chatbot
    Imagine if you could make restaurant bookings without opening Zomato. Build ...
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  • Telecom Churn Analysis
    Solve one of the most crucial business problem for a leading telecom operato...
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  • Object Detection in Images
    Build a vehicle detection model to count & identify the vehicles in the vide...
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  • Fraud Detection
    Decline fraudulent transactions on a credit card in real-time to minimize th...
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  • Detect anomalies in chest X-Ray
    Imagine the reduction in the time spent by the doctor in analysing an X-ray ...
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  • Gesture Recognition
    Make a Smart TV application which can control the TV with user’s hand gestur...
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  • Recommendation system
    Build one of the most famous models used by Netflix, Walmart to recommend vi...
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  • Maximizing profit of cab driver using RL
    Building an RL-based algorithm which can help cab drivers maximise their pro...
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  • Topic Modelling with Amazon reviews
    Identifying what features of the recently released product on Amazon, custom...
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  • Social Media Listening
    What if you could predict the popularity of a brand like upGrad in India? Le...
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  • Speech Recognition
    Wonder how Google Speech to text works? Learn to make one using deep learni...
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  • Image Captioning
    Build a model which will caption a given image and describe it in sentences ...
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  • Sentiment Analysis on Twitter
    Extracting all the various narratives people have tweeted on Twitter regardi...
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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 & Resume Consultation
Get personalized career guidance from experts to chart out the best opportunities and obtain specific, personalized inputs on your resume structure and content
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Resume Feedback
Get job opportunities specifically curated based on your profile using algorithms
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Interview Preparation
Rigorous 1:1 interview prep sessions with industry Experts
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Job Placement
Get an opportunity to interview for 250+ hiring companies partnered with upGrad by attending recruitment drives
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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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