PG Diploma in Machine Learning and AI

India's best selling program with a 4.5 star rating. Learn in-demand skills such as Deep Learning, NLP, Reinforcement Learning, work on 12+ industry projects & multiple programming tools.

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  • 34500+
    Students Empowered
  • Online
    Format
  • 50+ countries
    Learner base
  • 12 months
    Recommended 15 hrs/week
  • Nov 29, 2020
    Start Date
  • Tools
  • Diploma
  • Benefits
  • Syllabus
  • Projects
  • Instructors
  • Careers
  • Reviews
  • Fees
  • FAQs

Program Overview

Key Highlights

  • Designed for Working Professionals
  • 450+ Hours of Learning
  • 30+ Case Studies and Assignments
  • 10 Practical Hands-on Capstone Projects
  • 25+ Mentorship Sessions from Industry Experts
  • Live Coding Classes & Profile Building Workshops
  • PG Diploma from IIIT-Bangalore & Alumni Status
  • Dedicated Student Success Mentor & Career Mentor for 360 Degree Support
Syllabus

Experience 450+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects

20 Programming Tools, Languages & Libraries Covered

Post Graduate Diploma 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.

  • Gain IIIT-B Alumni status & connect with a global network of accomplished IIIT-B alumni
  • Recognised by WES (World Education Services), the PG Diploma in Machine Learning & AI will get you one step closer to opportunities abroad
  • Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
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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.
  • 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 & 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
    • Reverse knowledge transfer sessions (FLIP classrooms) with learners tutoring fellow batchmates
    • Peer to peer networking opportunities with alumni pool of 10000+
    • Lab walkthroughs of industry-driven projects

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 - 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
  • Deployment and Capstone Projects
    • 6 weeks
    • 2 assignments
  • 450+
    Hours of Content
  • 12
    Case Study and Projects
  • 35+
    Live Sessions
  • 11
    Coding Assignments
  • 20
    Tools, Languages & Libraries
  • 10
    Capstone Projects to Choose From

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...
    Learn More
  • Building a Chatbot
    Imagine if you could make restaurant bookings without opening Zomato. Build ...
    Learn More
  • Fraud Detection
    Decline fraudulent transactions on a credit card in real-time to minimize th...
    Learn More
  • Detect Skin Cancer from Images
    Build a neural network from scratch in Tensorflow to identify the type of sk...
    Learn More
  • Gesture Recognition
    Make a Smart TV application which can control the TV with user’s hand gestur...
    Learn More
  • Recommendation system
    Build one of the most famous models used by Netflix, Walmart to recommend vi...
    Learn More
  • Maximizing profit of cab driver using RL
    Building an RL-based algorithm which can help cab drivers maximise their pro...
    Learn More
  • Topic Modelling with Amazon reviews
    Identifying what features of the recently released product on Amazon, custom...
    Learn More
  • Social Media Listening
    What if you could predict the popularity of a brand like upGrad in India? Le...
    Learn More
  • Speech Recognition
    Wonder how Google Speech to text works? Learn to make one using deep learni...
    Learn More
  • Image Captioning
    Build a model which will caption a given image and describe it in sentences ...
    Learn More
  • Sentiment Analysis on Twitter
    Extracting all the various narratives people have tweeted on Twitter regardi...
    Learn More

Instructors

Learn from India's leading ML & AI faculty and industry leaders

Career Impact

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
Obtain specific, personalised inputs on your resume structure and content
Learn More
Interview Preparation
Rigorous 1:1 interview prep sessions with industry Experts
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upGrad Alumni

Student Reviews

Admission Process

Step 1: Take the online eligibility test

Complete your application to take a 18 question online eligibility test to start the admission process. The test is designed to assess your quantitative & logical aptitude ensuring your 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 in the PG Diploma in Machine Learning & Artificial Intelligence.

Step 3: Confirm your seat & begin with your prep - course

Confirm your seat by enrolling into the program by making an initial payment of INR 25,000. Begin with your preparatory course & start your start your career in Machine Learning.

Program Fee
USD 4099
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 You Benefit from This Program
    • Post Graduate Diploma Without Quitting Your Job
    • Cutting-Edge Curriculum Designed by Industry Experts
    • Alumni Status from IIIT Bangalore
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