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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
  • Daily Doubt Resolution Sessions
  • 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

Hindol Basu
Hindol Basu
CEO
An alumnus of IIT and IIM with over 13 years of experience in Analytics with industry leaders such as the CitiGroup, Tata Industries, etc.
Chandrashekar Ramanathan
Chandrashekar Ramanathan
Dean | Academics
Prof. Chandrashekar has a Ph.D. from Mississippi State University and over 10 years of experience in several multinational organisations.
S. Anand
S. Anand
CEO
A Gold medallist from IIM Bangalore, an alumnus of IIT Madras and London School of Business, Anand is among the top 10 data scientists in India.
Ujjyaini Mitra
Ujjyaini Mitra
Head of Analytics
An alumnus of McKinsey and Co., Flipkart, and Bharti Airtel with over 11 years of experience.
Prof. S. Sadagopan
Prof. S. Sadagopan
Director, IIITB
Prof. Sadagopan is currently Director (President) of IIITB. He has a MS and a PhD from Purdue University as well as a BE (Hons.) Degree from Madras University.
Anshuman Gupta
Anshuman Gupta
Director | Data Science
He has a Ph.D. (Dual) from Penn State University as well as a B.Tech. Degree from IIT Bombay.
Prof. G. Srinivasaraghavan
Prof. G. Srinivasaraghavan
Professor
Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies.
Ankit Jain
Ankit Jain
Sr. Research Scientist
An alumnus of IIT Bombay, UCB, and Harvard Business School with over 9 years of experience.
Dinesh Babu Jayagopi
Dinesh Babu Jayagopi
Asst. Prof.
Prof. Dinesh has a Ph.D. from Ecole Polytechnic Federate Switzerland, M.Sc. from IISc Bangalore in System Science and Signal Processing, and B.Tech.
Kalpana Subbaramappa
Kalpana Subbaramappa
Ex-AVP
Kalpana is the ex-AVP of Decision Sciences at Genpact with over 20 years of experience.
Srinath Srinivasa
Srinath Srinivasa
Professor & Dean | R&D
He holds a Ph.D. in Information Systems from the Berlin-Brandenburg Graduate School, Germany, and is a recipient of various international grants.
Mirza Rahim Baig
Mirza Rahim Baig
Lead | Business Analytics
Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.

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...
        Learn More
      • Classification of customer complaints
        Create a solution that will help in identifying the type of complaint ticket...
        Learn More
      • Credit Card Fraud Detection
        Build a machine learning model capable of detecting fraudulent transactions....
        Learn More
      • Melanoma Detection Assignment
        Build a neural network from scratch in Tensorflow to identify the type of sk...
        Learn More
      • Gesture Recognition
        Make a Smart TV system which can control the TV with user’s hand gestures as...
        Learn More
      • News Recommender System
        Build a model to using the concepts of natural language processing and recom...
        Learn More
      • Maximizing profit of cab driver using RL
        Learners will use the Markov Decision Process & Q-Learning to build an RL ag...
        Learn More
      • Custom Entity detection in Healthcare data
        You will build a custom NER to get the list of diseases and their treatment ...
        Learn More
      • Eye for the Blind
        Build a model that can help any visually impaired person in understanding im...
        Learn More
      • Sentiment analysis based Product Recommender system
        Build a sentiment analysis based product recommendation system to recommend ...
        Learn More
      • Sales Forecasting
        Predict the sales for a european pharma giant using a host of different type...
        Learn More
      • Style Transfer using GAN's
        Build a Model for converting MRI images from one type (T1) into other (T2) a...
        Learn More
      • Machine Translation System
        You will build an attention-based neural machine translation model translati...
        Learn More
      • Face Mask Detection
        Create a custom object detector using the YOLO algorithm to detect the prese...
        Learn More
      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
      Saurav Kant Kumar
      Saurav Kant Kumar
      Bangalore 2 Years
      90%
      inc. in Salary
      I can put my money on this course on any given day and assure everyone that this is one course that stands apart from every other course in the market.
      Senior Systems Engineer
      Data Scientist
      Chandra Shekar
      Chandra Shekar
      Bangalore 24 Years
      The Programme helped me in getting this role. They were impressed with the Programme curriculum. I will be working on detecting customer frauds and building chatbots. Whatever I have learnt through the programme will definitely help me ahead as well.
      Head of Delivery Operations
      Senior VP | Consumer Finance
      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

      Amarpal Singh
      Amarpal Singh
      Atul Kumar
      Atul Kumar
      Akash Verma
      Akash Verma
      Snehit Vemulapati
      Snehit Vemulapati
      Mukund Kumar
      Mukund Kumar
      Mirza Hashim
      Mirza Hashim
      Mathew George
      Mathew George
      Manshul Goel
      Manshul Goel
      Soumya Kuttapa
      Soumya Kuttapa
      Snigdha Prakash
      Snigdha Prakash
      Shyam Kumar V N
      Shyam Kumar V N
      Shreyas Srivatsan
      Shreyas Srivatsan
      Kumar Vaibhav
      Kumar Vaibhav
      Jaya Priya
      Jaya Priya
      Jai Singh Bhagat
      Jai Singh Bhagat
      Harsha Raikar
      Harsha Raikar
      Santhosh Francis
      Santhosh Francis
      Sai Dileep
      Sai Dileep
      Rutuja Mowade
      Rutuja Mowade
      Ragul Tamilchemma
      Ragul Tamilchemma
      Digvijay Vyas
      Digvijay Vyas
      Asher Babu
      Asher Babu
      Anand Sonawane
      Anand Sonawane
      Aman Avilash
      Aman Avilash

      Admission Process

      Step 1: Online Eligibility Test

      Step 1: Online Eligibility Test

      Fill out an application and take a quick 40-minute online test with 18 questions to assess your aptitude.

      Step 2: Review & Shortlisting of Suitable Candidates

      Step 2: Review & Shortlisting of Suitable Candidates

      Our faculty will review all applications, considering the educational & professional background of an applicant, review the test scores where applicable. Following this, Offer Letters will be rolled out so you are assured a great peer group to learn & network with.

      Step 3: Enrollment for Access to Prep Content

      Step 3: Enrollment for Access to Prep Content

      Make a quick block payment with assistance from our loan partners where required, receive immediate access to the prep content and begin your upGrad journey

      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?

        By clicking Start Application, you agree to our terms and conditions and our privacy policy.

        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.

        Start Referring

        Student Reviews

        Saurav Kant Kumar
        Saurav Kant Kumar
        3.6 Years Experience Tech Mahindra
        After just 6 months of starting my AI and ML journey, I have been rewarded with a Data Scientist position in Tech Mahindra with a very hefty package and this is just after going halfway through the program. I can put my money on this program on any given day and assure everyone that this is one program that stands apart from every other in the market. The program pedagogy is impeccable but what I liked the most is the constant motivation from my student mentor which kept me going in the program.
        Amarpal Singh
        Amarpal Singh
        17 Years Experience
        According to me this particular program is pretty useful and adds value because of its structured approach, strict schedule, deadlines and the discipline in learning that the overall process brings along. The whole idea that you will spend almost a year learning about ML/AI in a structured and organized manner is the biggest USP of this program and what makes it different from other short term courses.
        Shashank Sane
        Shashank Sane
        11 Years Experience
        Overall it is a very well rounded program (and only one of the few) and while the topics are being covered in sufficient depth, it would not be useful to compare this with MOOC’s or any other specialised programs covering only one of the topics. The primary importance of this program lies in the structured approach and well-rounded coverage (with the industry insights that it offers).
        Gaurav Singh
        Gaurav Singh
        This program sets very high standards in the field of ML and AI. Before joining this program I searched about many other programs but none of them is at par to this program. Yes it’s true that nothing is perfect in this world, but whenever they commit mistakes they are very fast to respond and do not hesitate to accept and rectify that. I am completely satisfied with what they have given me, your money will not get wasted and you will get opportunity to expose yourself to the field of ML and AI.

        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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