Courses
Executive Post Graduate Programme in Machine Learning & AI

The best selling program with a 4.5 star rating. Learn in-demand skills such as Deep Learning, NLP, MLOps, AI strategy building, work on 15+ industry projects & multiple programming tools.
Eligibility: Min. 1 Year Work Exp + Bachelor's Degree with Min. 50%.

With Industry Experts From
  • 2+ Million
    Learners
  • India's #1

    Technical University (Private)

    Source - India Today, 2021
  • 13 Months
    Recommended 15 hrs/week
  • May 31, 2022
    Start Date
  • 5 out of 6 Learners
    Get Positive Career Growth
  • Overview
  • Tools
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Careers
  • Admission Process
  • Fees
  • Reviews
  • FAQs

Program Overview

Key Highlights

  • Designed for Working Professionals
  • 600+ Hours of Learning
  • 15+ Case Studies and Assignments
  • 6 Practical Hands-on Capstone Projects
  • Live Coding Classes & Profile Building Workshops
  • Executive Post Graduate Program from IIIT Bangalore & Alumni Status
  • No Cost EMI Options available
  • Dedicated Student Success Mentor
  • 3 Electives to customise your learning path
  • Creation of portfolio website on Github to boost the learners’ career persona
  • Career Mentorship Sessions(1:1)
  • High Performance Coaching(1:1)
  • Just-in-Time Interviews
  • Exclusive Job opportunities Portal
  • AI Powered Profile Builder
  • Personalised Industry Session
  • Career Bootcamp
  • Student Support is available 7 days a week, 24*7 for non-academic queries. You can write to us via studentsupport@upgrad.com Or for urgent queries, use the "Talk to Us" option on the Learn platform.

Eligibility: Bachelor’s Degree with 50% or equivalent passing marks. Minimum 1 year of work experience in a technical domain or a degree in mathematics or Statistics with programming experience.

  • Top Subjects You Will Learn
    Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Transformers, Cloud and MLOps
  • Who Is This Programme For?
    Engineers, Software and IT Professionals, Data Professionals
  • Job Opportunity
    Data Engineer, Data Scientist, Machine Learning Engineer, MLOps Engineer
  • Minimum Eligibility
    Bachelor’s Degree with 50% or equivalent passing marks. Minimum 1 year of work experience in a technical domain or a degree in mathematics or Statistics with programming experience
Syllabus

Experience 600+ 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

Executive Post Graduate Programme from IIIT Bangalore

Complete all the courses successfully to obtain this prestigious recognition from IIIT Bangalore. IIIT Bangalore is India's #1 Technical University (Private) as per the survey of India Today, 2021.

  • Gain IIITB Alumni status & connect with a global network of accomplished IIITB alumni
  • Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
Executive Post Graduate Programme from IIIT Bangalore
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Instructors

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

Syllabus

Experience 600+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects

  • Pre-Program Preparatory Content
    • 3 Weeks
  • Statistics and Exploratory Data Analytics
    • 5 Weeks
  • Machine Learning - I
    • 7 Weeks
  • Machine Learning - II
    • 7 Weeks
  • Deep Learning
    • 8 Weeks
  • Natural Language Processing
    • 7 Weeks
  • ELective 1: DL with MLops
    • 10 Weeks
  • Elective 2: NLP with Mlops
    • 10 Weeks
  • Elective 3: AI strategy
    • 10 Weeks
  • Capstone
    • Reinforcement Learning (Optional)
      • 600+
        Hours of Learning
      • 15+
        Case Studies and Assignments
      • 40+
        Live Sessions
      • 6
        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
      • Telecom Churn Analysis
        Solve the most crucial business problem for a leading telecom operator in In...
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      • Train an agent to play Tic Tac Toe
        Learners will apply Q-Learning to train an RL agent to play the game of nume...
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      • Classification of customer complaints
        Create a solution that will help in identifying the type of complaint ticket...
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      • Credit Card Fraud Detection
        Build a machine learning model capable of detecting fraudulent transactions....
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      • Melanoma Detection Assignment
        Build a neural network from scratch in Tensorflow to identify the type of sk...
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      • Gesture Recognition
        Make a Smart TV system which can control the TV with user’s hand gestures as...
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      • News Recommender System
        Build a model to using the concepts of natural language processing and recom...
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      • Maximizing profit of cab driver using RL
        Learners will use the Markov Decision Process & Q-Learning to build an RL ag...
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      • Custom Entity detection in Healthcare data
        You will build a custom NER to get the list of diseases and their treatment ...
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      • Eye for the Blind
        Build a model that can help any visually impaired person in understanding im...
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      • Sentiment analysis based Product Recommender system
        Build a sentiment analysis based product recommendation system to recommend ...
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      • Sales Forecasting
        Predict the sales for a european pharma giant using a host of different type...
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      • Style Transfer using GAN's
        Build a Model for converting MRI images from one type (T1) into other (T2) a...
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      • Machine Translation System
        You will build an attention-based neural machine translation model translati...
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      • Face Mask Detection
        Create a custom object detector using the YOLO algorithm to detect the prese...
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      Benefits with upGrad
      Strong hand-holding with dedicated support to help you master Cyber Security.
      • Job Opportunities
        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
        • Be the first to know vacancies to gain an edge in the application process
        • Connect with companies that are the best match for you
      • Career Mentorship Sessions (1:1)
        • Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
        High Performance Coaching (1:1)
        • Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
        AI Powered Profile Builder
        • Obtain specific, AI powered inputs on your resume and Linkedin structure along with content on real time basis
        Interview Preparation
        • Get access to Industry Experts and discuss any queries before your interview
        • Career bootcamps to refresh your technical concepts and improve your soft skills
      • Industry Expert Guidance
        • Interactive Live Sessions with leading industry experts covering curriculum + advanced topics
        • Personalised Industry Session in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
        Student Support
        • Student support is available 7 days a week, 24*7.
        • You can write to us via studentsupport@upgrad.com or for urgent queries use the " Talk to Us" option on the learn platform.
      • 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
      Try the upGrad Learning Experience for FREE
      Take a Demo

      77% Learners Achieve Career Benefits

      Learn more about successful career transitions in the
      Career Transition Handbook
      57%
      Average Salary Hike
      73L
      Highest Salary
      500+
      Career Transitions
      300+
      Hiring partners
      433%
      Highest Salary Hike
      90%
      Programme Completion Rate
      Personalised Industry Session
      Sessions by an industry expert for a small group of 10-12 learners with similar profiles to discuss real life applications of concepts and personalised coaching
      Learn More
      High Performance Coaching (1:1)
      Get a dedicated career coach to help you stay on track to achieve your career goals, coach you on your profile, and support you in your career journey.
      Learn More
      Career Mentorship Sessions (1:1)
      Get personalised career landscaping from experts to chart out best opportunities
      Learn More
      Interview Preparation
      Support in polishing your hard skills and soft skills for interview preparation
      Learn More

      upGrad Alumni

      Admission Process

      Programme Fee - Indian Residents
      INR 299,000 (incl. taxes)
      Starting at INR 6,907/month. No Cost EMI options available
      View Plans

        Empowering learners of tomorrow

        Over 2,300 students have completed this course and started working at their dream job, whats stopping you?

        What You Benefit from This Programme
        • Executive Post Graduate Programme 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
        Refer someone you know and get Gift Vouchers worth ₹3,000!

        *Referral offer is valid only on the Executive Post Graduate Programme in ML and AI.

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        Student Reviews

        Disclaimer

        • *The Executive Post Graduate Programme in Machine Learning and AI is India's #1 online program as per HRAI rankings, 2021.

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