Courses
Executive PG Program in Machine Learning & Artificial Intelligence

The 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.

With Industry Experts From
  • Fully Online
    Format
  • 50+ Countries
    Learner base
  • 12 Months
    Recommended 15 hrs/week
  • Jun 30, 2022
    Start Date
  • Overview
  • Tools
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Reviews
  • Admission Process
  • Fees
  • Refer & Earn
  • FAQs

Program Overview

Key Highlights

  • Practice through 30+ Case Studies and Assignments
  • Get access to 450+ Hours of Learning content
  • Get 10 Practical Hands-on Capstone Projects
  • Attend live Coding Classes & Profile Building Workshops
  • Earn a EPGP in Data Science designed for Working Professionals
  • Get IIIT Bangalore Alumni Status

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 Program 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 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 Program 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
      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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    The upGrad Advantage
    Strong hand-holding with dedicated support to help you master Machine Learning and AI
    • High ROI
      Cost Effective
      • Upgrade your career at 1/10 the cost of the same on campus program
      Learn and Earn
      • Get world class credentials without leaving your job from the comfort of your home
    • Industry Driven
      • Learn through curriculum created by the industry for the industry
      • Learn and get coached by leading industry experts from around the globe
      Flexible
      • Experience world class education on-demand through our proprietary app and website
      Unparalleled Support
      • Work with a dedicated upGrad buddy who will handhold you throughout the program
      • Get expert verified resolutions for all your doubts within hours
      • Weekly live sessions with industry experts on doubts, career & communication
    • Career Preparation
      • Rigorous career preparation with resume feedback, personal branding on LinkedIn
      • Career booster content to help understand how to search for jobs, prepare for interviews, negotiate your salary etc.
      • Industry mentorship - Receive mentorship from industry leaders of the domain to help you reach your desired career goal
      Networking
      • Opportunity to network with accomplished professionals, faculty and industry experts from 50+ countries
      • Part of 50K+ alumni base who are working in top companies like Amazon, ESPN, Visa, Microsoft, E&Y, Accenture

    Career Impact

    Jobs on Career Centre
    Career Centre offering upGrad jobs across experience levels and CTC ranges
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    1:1 Industry Mentorship
    Multiple interactions with Industry experts from course relevant domains to help
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    Profile Builder (AI Powered)
    An easy to use Resume, LinkedIn and Cover letter preparation tool.
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    1:1 Career Coaching
    Is offered to aid learners in navigating their desired career changes and improving in key areas.
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    Our Learners Work At
    Top companies from all around the world have recruited upGrad alumni

    Student Reviews

    Admission Process

    Program Fee
    SGD 6,700
      Refer someone you know and receive cash reimbursements of up to $500!*

      *More details under the referral policy under Support Section

      Start Referring

      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 Program
      • Earn an Executive PG Program Without Quitting Your Job
      • Learn from Cutting-Edge Curriculum Designed by Industry Experts
      • Get Alumni Status from IIIT Bangalore

      Frequently Asked Questions

      Program Details
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      Refund Policy
      Selection Criteria