Courses

Executive PG 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.

With Industry Experts From
  • 40,000+
    Learners
  • Online
    Format
  • India's #1

    Technical University (Private)

    Source - India Today, 2021
  • 13 Months
    Recommended 15 hrs/week
  • Oct 30, 2021
    Start Date
  • EMI options
    Starting at Rs. 7,992/month
  • 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
  • Executive PG 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
  • Masterclass on Scaling & Productionising ML
  • 25+ Mentorship Sessions from Industry Experts
  • Career Mentorship Sessions(1:1)
  • High Performance Coaching(1:1)
  • Just-in-Time Interviews
  • Industry Readiness Assessments
  • Exclusive Job opportunities Portal
  • AI Powered Profile Builder
  • Personalised Industry Session
  • Big data Bootcamp & Hackathon
  • Career Bootcamp

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 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

Executive PG 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 PG 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
  • Reinforcement Learning (Optional)
    • 600+
      Hours of Content
    • 12+
      Case Study and Projects
    • 40+
      Live Sessions
    • 11
      Coding Assignments
    • 20
      Tools, Languages & Libraries
    • 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
      Build a Model for converting MRI images from one type (T1) into other (T2) a...
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    • Face Mask Detection
      Create a custom object detector using the YOLO algorithm to detect the prese...
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    The upGrad Advantage
    Strong hand-holding with dedicated support to help you master Machine Learning and AI
    • Learning Support
      Industry Mentors
      • Receive unparalleled guidance from industry mentors, teaching assistants and graders
      • Receive one-on-one feedback on submissions and personalized feedbacks on improvement
      Student Support
      • Available all days 9 AM - 9 PM IST.
      • For urgent queries, use the Call Back option on the platform.
    • Q&A Forum
      • Timely doubt resolution by Industry experts and peers
      • 100% Expert-verified responses to ensure quality learning
      Expert Feedback
      • Personalized 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
    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
    58%
    Average Salary Hike
    73L
    Highest Salary
    500+
    Career Transitions
    300+
    Hiring partners
    400%
    Highest Salary Hike
    90%
    Programme Completion Rate
    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
    Learn More
    Resume Feedback
    Get job opportunities specifically curated based on your profile using algorithms
    Learn More
    Interview Preparation
    Rigorous 1:1 interview prep sessions with industry Experts
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    Job Assistance
    Get an opportunity to interview for 300+ hiring companies partnered with upGrad by attending recruitment drives
    Learn More

    upGrad Alumni

    Admission Process

    Programme Fee - Indian Residents
    INR 2,99,000 (incl. taxes)
    Starting at INR 7,992/month. No Cost EMI options available
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      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 PG 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

      Student Reviews

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

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