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, MLOps, AI strategy building, work on 15+ industry projects & multiple programming tools.

With Industry Experts From
  • 40,000+
    Paid Learners
  • Online
    Format
  • Financing
    Starts at $138.86/month
  • 12 Months
    Recommended 15 hrs/week
  • Jan 30, 2022
    Start Date
  • Overview
  • Tools
  • Instructors
  • Syllabus
  • Projects
  • Benefits
  • Reviews
  • Fees
  • FAQs

Program Overview

Key Highlights

  • Designed for Working Professionals
  • 450+ Hours of Learning
  • 30+ Case Studies and Assignments
  • Executive PG Program from IIIT Bangalore & Alumni Status
  • 10 Practical Hands-on Capstone Projects
  • 25+ Mentorship Sessions from Industry Experts
  • Live Coding Classes & Profile Building Workshops
  • Support available all days 24 hours for queries
  • Live sessions with Global Experts

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

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 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
    • 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
      • Support is available all days for 24 hours.
      • 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
    • Industry Networking
      • Live sessions by experts on various industry topics
      • One-on-one discussion and feedback sessions with industry mentors

    Career Impact

    Career Counselling
    Get personalized career paths traced by experts to ascertain the best opportunities based on your interests.
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    Resume Feedback
    Our experts will also help you understand the expectations of the industry so as to help you prepare your resume better.
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    Interview Preparation
    These interviews are customised to the roles that you are applying for. Feedback is also provided at the end of the interviews.
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    Our Learners Work At
    Top companies from all around the world have recruited upGrad alumni

    Student Reviews

    Admission Process

    Step 1: Take the online eligibility test

    Complete your application and take a quick 40-minute online eligibility test on the website with 18 questions 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 Executive PG Program 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 block payment of USD 200. Begin with your preparatory course & start your start your career in Machine Learning.

    Program Fee
    $4,999
    Ask about our preferred employer tuition discount options!

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

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