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For College Students

Learners

3 Million

Source - India Today, 2021

India's #1

Technical University (Private)

Recommended 15 hrs/week

-- Months

7 weeks

Complimentary Python Bootcamp

Start Date

Coming Soon

Equivalent to a 1 year PGD in Canada

IIITB's EPGP in ML AI

    AI and Machine Learning Program Overview

    Key Highlights

    Up-to-date modules integrated with Generative AI
    Up-to-date modules integrated with Generative AI
    AI Mastery: Advanced Techniques and Applications
    AI Mastery: Advanced Techniques and Applications
    Live sessions to cover ChatGPT, Open AI, Dall, Midjourney & more tools
    Live sessions to cover ChatGPT, Open AI, Dall, Midjourney & more tools
    Designed for Working Professionals
    Designed for Working Professionals
    600+ Hours of Learning
    600+ Hours of Learning
    15+ Case Studies and Assignments
    15+ Case Studies and Assignments
    6 Practical Hands-on Capstone Projects
    6 Practical Hands-on Capstone Projects
    Live Coding Classes & Profile Building Workshops
    Live Coding Classes & Profile Building Workshops
    Executive Post Graduate Program from IIIT Bangalore & Alumni Status
    Executive Post Graduate Program from IIIT Bangalore & Alumni Status
    No Cost EMI Options available
    No Cost EMI Options available
    2 Electives to customise your learning path
    2 Electives to customise your learning path
    Creation of portfolio website on Github
    Creation of portfolio website on Github
    Career Mentorship Sessions(1:1)
    Career Mentorship Sessions(1:1)
    High Performance Coaching(1:1)
    High Performance Coaching(1:1)
    Just-in-Time Interviews
    Just-in-Time Interviews
    Exclusive Job opportunities Portal
    Exclusive Job opportunities Portal
    AI Powered Profile Builder
    AI Powered Profile Builder
    Personalised Industry Session
    Personalised Industry Session
    Daily Doubt Resolution Sessions
    Daily Doubt Resolution Sessions
    Career Bootcamp and Hackathon
    Career Bootcamp and Hackathon
    Scaling & Productionising ML
    Scaling & Productionising ML
    1 Free Deferral
    1 Free Deferral

    "Join our industry-leading ML/AI program and unlock the potential to create intelligent systems that will revolutionize the world."
    - Dr. Sridhar
    Professor and Faculty In-Charge

    IIITBwWhite__1620983661953

    Syllabus or AI ML Course

    Experience 600+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects. Now integrated with Generative AI modules.

    Download Syllabus

    Top Subjects You Will Learn

    Machine Learning, Deep Learning, Computer Vision, Natural Laview more

    Who Is This Program For?

    Engineers, Software and IT Professionals, Data Professionals

    Job Opportunities post AI & Machine Learning Course

    Data Engineer, Data Scientist, Machine Learning Engineer, MLview more

    Minimum Eligibility for AI ML Certification

    Bachelor’s Degree with 50% or equivalent passing marks. Miniview more

    20 Programming Tools, Languages & Libraries Covered

    Generative AI tools covered

    IIIT Bangalore

    Post Graduate Programme in Machine Learning & AI (Executive)
    Complete all the machine learning courses and aritificial courses successfully to obtain this prestigious recognition from IIIT Bangalore.
    Post Graduate Programme in Machine Learning & AI (Executive)
    Click to zoom
    • 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
    • WES recognized degree equivalent to a 1 year PG Diploma from Canada

    Explore our Learning Platform

    Learn on an AI-powered & personalised platform with best-in-class content, live sessions & mentoring from leading industry experts.
    Explore our Learning Platform

    Discover Alumni similar to your profile

    Find upGrad alumni profiles and know more about their career path, specialisation and more!

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    VIEW ALL PROFILES

    Instructors for AI and ML Course

    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. Now integrated with Generative AI modules.

    Download Brochure
    600+
    Hours of Learning
    15+
    Case Studies and Assignments
    45+
    Live Sessions
    6
    Practical Hands-on Capstone Projects

    Course 1

    5 Weeks
    • EDA + Welcome
    • Intro to Git & Github
    • Lending club case study
    • Inferential Stats
    • Hypothesis Testing

    Course 2

    7 Weeks
    • Linear Regression Module
    • Linear Regression Module
    • Linear Regression Assignment: Bike sharing company(demand regression)
    • Logistic Regression
    • Naive Bayes
    • Model Selection
    • Revision week - Skill test

    Course 3

    9 Weeks
    • Advanced Regression
    • Advance regression assignment + SVM (Optional)
    • Tree Models
    • Random Forests + Practical Considerations
    • Boosting - 1
    • Unsupervised Clustering
    • PCA
    • Telecom Churn Case Study
    • Buffer - Skill test

    Course 4

    9 Weeks
    • Introduction to Neural Networks - Part 1
    • Introduction to Neural Networks - Part 2
    • Convolutional Neural Networks
    • Assignment: Convolutional Neural Networks
    • CNN : Practical Considerations
    • Recurrent Neural Networks
    • Gesture Recognition - Project
    • Exam on Sunday End of the week
    • Revision week - Skill test (DL)

    Course 5

    7 Weeks
    • NLP - Lexical Processing
    • NLP - Syntactic Processing
    • NLP Assignment - Syntactic Processing
    • NLP - Semantic Processing
    • NLP - Semantic Processing
    • Ticket classification Project
    • Buffer - Skill test(NLP)

    MLOps Elective

    17 Weeks
    • Pre-Requisite Module
    • Introduction to MLops
    • Designing Machine Learning Systems
    • Experimenting with Data and Model using MLflow
    • Automating and Orchestrating piepelines with Airflow
    • Building continuous learning infrastructure
    • MLOps Project
    • Advanced NLP - Introduction to Attention Mechanism
    • Advanced NLP - Introduction to Transformers
    • Advanced CV - Object Detection & Semantic Segmentation
    • MLOps + Deployment: DL (Theory)
    • MLOps + Deployment: DL (Case Study)
    • Exam on Sunday End of the week
    • Revision week - Skill test

    Generative AI Elective

    17 Weeks
    • Advanced NLP - Introduction to Attention Mechanism
    • Advanced NLP - Introduction to Transformers
    • Fundamentals of Generative AI, ChatGPT & Prompt Engineering using Non Reasoning, Chain of Thought & Advanced Techniques
    • Product Development using OpenAI APIs, Fine Tuning using STaR technique in Python
    • Integrating speech using Whisper API and application deployment using Flask
    • Fundamentals of Multimodal LLMS like Stable Diffusion, Mid Journey
    • Fundamentals of Design, Photography & Product Development using Stable Diffusion in Python & Applications of LLMs for Data Science problems like clustering, classification
    • GenAI Project
    • Applications of LLMs to create Embeddings for Large Documents
    • Applications of Vectorstores like Pinecone to store and index embeddings of large documents
    • Understand the importance of LangChain and it's importance
    • Initialise the agents, tools and vectorstore for storage and retrieval
    • Connect the components using Chain and explore the power of tools in LangChain
    • Scale and Deploy Generative AI Apps using Azure OpenAI services
    • Future Developments in Generative AI

    Capstone

    4 Weeks
    • Capstone

    Industry Projects in AI and Machine Learning

    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

    Batch Profile

    The program is designed for people from various sectors. The variety of participants enriches discussions and interactions

    Did you know?

    1. 5 out of 6 learners get positive career growth (upGrad results are reviewed by Deloitte)
    2. Over 70,000 professional have turned their into reality

    Did you know?

    1. 5 out of 6 learners get positive career growth (upGrad results are reviewed by Deloitte)
    2. Over 70,000 professional have turned their into reality

    Benefits with upGrad

    benefits

    Job Opportunities

    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
    benefits

    Career Assistance

    Career Assistance
    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
    benefits

    Learning Support

    Learning Support
    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
    • Dedicated Student Support available
    • You can write to us via studentsupport@upgrad.com or for urgent queries use the " Talk to Us" option on the learn platform.
    benefits

    Practical Learning and Networking

    Practical Learning and Networking
    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

    Admission Process

    77% Learners Achieve Career Benefits

    Program Fees- Indian Residents

    ₹ NaN (Incl. Taxes)*

    Add on Campus Immersion at Rs 45,000/-

    View Plans
    *Immerse Yourself in Hands-On Generative AI Experience at IIITB

    Starting at INR 6,850/month. No Cost EMI options available.
    *The credit facility is provided by a third party credit facility provider and any arrangement with such third party is outside upGrad's purview.

    *Based on the GenerativeAI project work in the program, additional cost of approximately $40 paid directly to the tool for access is required for project completion.

    Empowering learners of tomorrow

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

    Start Referring

    Refer someone and Earn upto INR 50,000 Cashback/Vouchers, on every successful enrollment

    Your friend also gets an instant scholarship!

    Student Reviews

    Disclaimer

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

    - upGrad results reviewed by Deloitte. Based on upGrad NPS response data obtained from ~1252 learners, between 2nd Oct'21 to 18th Oct'21 for upGrad courses*. The review was performed by Deloitte Touche Tohmatsu India LLP. upGrad is a platform to facilitate program delivery by educational institutions and is not a college or a university itself. *programs.upgrad.com/disclaimer_courselist.

    Frequently Asked Questions on AI ML PG Courses

    Artificial Intelligence course and Machine Learning course details

    How do I know if this AI course and ML course is for me?

    To determine if this artificial intelligence course is for you if you are :

    - Data Scientist or Senior Data Analyst: If you are comfortable with data wrangling, have implemented statistical or machine learning models in the past, or if you have any prior experience as a working professional. You should also have some experience with R/Python/Scala.

    -Statistician: If you received formal education in statistics or mathematics or if you have any prior working experience. 

    -Data Engineer/Big Data Engineer: If you have any prior experience in creating data pipelines/handling data warehouses and you have created ETL procedures. In addition, you should be familiar with various frameworks and tools like Hadoop and Spark.

    -Software Developer: If you have prior experience on creating and deploying software/apps, you are comfortable with object-oriented programming and know C/C++/Java/Python or a similar language.

    How will this course on artificial intelligence benefit me?

    This AI ML certification course is aimed at making the learners industry ready and ensuring that the learning outcomes are successfully achieved. Moreover, prior experience is another factor that determines the value of the program.

    Data Scientist or Senior Data Analyst: The programme will familiarise you with the advancements in ML and AI. It will also help you understand the mathematics behind algorithms and how you can modify them to suit your needs so that you can transition to a Senior Data Science or Machine Learning role.

    Statistician/Mathematician: Apart from familiarising you with the advancements in AI & Machine Learning, the programme will help you understand how to define a structured approach to solve a business problem, and equip you with the right tools so that you can transition to a Machine Learning or Data Science role.

    Data Engineer/Big Data Engineer: The programme will set up a solid foundation of Statistics, Machine Learning, and AI along with problem-solving skills so that you can solve enterprise-level problems. It will build upon your existing knowledge of various tools to make you a Full-Stack Machine Learning or Data Science professional.

    Software Developer:

     The programme will help you create a strong foundation of Statistics, Machine Learning, and Business Understanding. It will leverage your existing knowledge of programming and expand the technologies you are familiar with so that you can become a well-rounded Machine Learning professional.

    What is this course on artificial intelligence and machine learning intended to do?

    This AI course intends to produce extremely well-rounded data scientists and AI professionals with deep knowledge of mathematics, expertise in relevant tools/languages, and an understanding of cutting-edge algorithms and applications. This machine learning program is aimed to equip the learners with the knowledge and skills which is relevant and highly applicable in the current industry as artificial intelligence learning and applicability is at its peak.

    What can I expect out of these courses in artificial intelligence and machine learning?

    This programme is considered among the top courses in artificial intelligence and is designed for working professionals looking to pick up skills in advanced concepts like Reinforcement Learning, Graphical Models, NLP, and Deep Learning along with a solid foundation in Statistics. This programme demands consistent work and time commitment over the entire duration of 13 months. This is the reason why it is considered among the top online AI and ML courses.

    What should I NOT expect from this programme?

    This AI ML course is aimed at developing professionals who can be absorbed into Senior Data Scientist and Machine Learning/AI roles. Our Executive PG Programme in Machine Learning and AI is aimed at facilitating the transition of professionals to the Machine Learning field.

    Is there any certification at the end of this artificial intelligence course and machine learning course?

    Post completion of the programme, the AI ML  certification which is an Executive Post Graduate Programme in Machine Learning and AI will be granted from IIIT Bangalore.

    What are the top in-demand skills to learn in Machine Learning?

    This artificial intelligence and machine learning course is aimed at imparting the industry relevant skills such as, Artificial Intelligence Courses, Tableau Courses, NLP Courses, and Deep Learning Courses are some of the top in-demand skills to learn in Machine Learning.

    Why should I enroll in any AI and ML course?

    Enrolling in online AI and ML courses can help in establishing a deep-down understanding of the domain which helps in career growth and keeping up with the rapidly changing environment.

    Support

    What type of learning should I expect?

    This is one of the best AI courses where the content will be a mix of asynchronous lectures from industry leaders as well as world-class faculty. Additionally, the programme comprises of some live lectures or hangout sessions dedicated to solving your academic queries and to reinforce learning. This AI and Machine Learning course will make sure that the quality parameter of your learning remains high.

    Refund Policy/Financials

    Is there any deferral or refund policy for this programme?

    Refund Policy: (Programmes with prep-session component)

    • You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counselor to help you in applying and withdrawing for a refund by sending them an email with reasons listed. The prep login will be activated immediately post completion of the 'payment of the 1st block amount (caution money)' or on the 'Specified date' as communicated by upGrad. Processing fee of ₹10,000 will be levied in case refund is claimed.

     

    • Student has to pay the full fee within 7 days of payment of block amount or cohort start date, whichever is earlier, otherwise the admission letter will be rescinded and processing fee of ₹10,000 will be levied.

     

    • Once the student pays block amount, "any" refund shall be subject to deduction of ₹10,000 processing charges.

     

    • Any taxes paid by the student shall not be refundable, and the amount to be withheld will be higher of taxes paid or 10,000 processing fees.

     

    • There shall be no refund applicable once the programme has started. This is applicable even for those students who could not complete their payment and could not be enrolled in the batch opted for. However, the student can avail pre-deferral as per the policy defined below for the same.

     

    • Refund shall be processed to an eligible student within 30 working days from the date of receipt of refund form from him/her in this regard.

     

    • Refund shall be subject to deduction of ₹10,000 processing charges or the GST paid, whichever is higher as mentioned above.
       

    1st Deferral (pre or post programme commencement) is free for all enrolled students with the following conditions:

    • The Executive Post Graduate Program learners should complete the course in a maximum duration of 3 years from the initial batch start date.

     

    • The Advanced Certificate Program learners should complete the course in a maximum duration of 2 years from the initial batch start date.
       

    2nd deferral will be charged as explained below.

    2nd Deferral Policy: (Post Programme Commencement)

    • If a student is facing severe issues in dedicating time to the course, we provide the opportunity for the student to defer to another batch.

     

    • A student can request for deferral only once and from the batch start date of initial batch the student enrolled for.

     

    • The student will be required to pay a deferral fees of 10% of the total course amount fee + Taxes if any along with the differential programme fees between the two cohorts.

     

    • The deferral request will be approved once the deferral fee is paid.

     

    • Till this is completed, the student will be assumed to be continuing in the same cohort.

     

    • The student has 7 days (including holidays and weekends) from the date of deferral request to make the payment of the deferral fee post which the deferral request will expire, and the student will continue as part of the current cohort.

     

    • If the student completes the deferral payment, the student's login will be disabled, the student will leave the deferred cohort and the student will start learning on the new cohort from the point of the last assignment that was graded in the deferred cohort. All grades and progress until that point will be carried forward as it is to the new cohort. For clarification, the grades of the graded assignments will be carried forward, whether or not the student had submitted these grading during the initial stage.

     

    • The deferral can only be requested during the batch for which the student has enrolled is ongoing. Once the batch has completed, deferral requests shall not be entertained. For clarification, the batch completion here shall mean the "last grace deadline" as communicated by upGrad.
       

    2nd Deferral Policy: (Pre Programme Commencement)

    • If a student, due to unavoidable circumstances, is unable to commence with the cohort and requests for a deferral before the cohort starts, we provide the opportunity for the student to defer to another cohort.

     

    • To do so, the student will be required to pay 50% of the total Programme fee amount (inclusive of taxes) before the deferral can be approved. Till this is completed, the student will be assumed to be continuing in the same cohort.

     

    • A student can request for deferral to any of the cohorts starting in the next 3 months from the start date of the initial batch in which the student was originally enrolled. For the first deferral request, subject to the point no. 2 of the Pre-Programme Deferral Policy, no additional charges shall be levied.

     

    • If a student wants to defer his enrolment a second time, such student will have to make an additional payment of Rs.10,000 as Deferral fee, and this amount shall be non-refundable under any circumstances. Once this payment is done, students will be eligible to defer to any of the cohorts starting in the next 3 months from the current cohort.

     

    • The student has time till the current cohort launch date to make the payment of the balance 50% Programme fee, post which the deferral request will expire. Once the deferral window expires and if such a student wants to withdraw his or her enrolment from the said Programme, the refund policy will be applicable.

     

    • The student shall be liable to pay the differential Programme fees between the two cohorts if any.

    No Cost Credit Card EMI FAQ's

    0% EMI with Finance partners /Credit card option availability will vary program wise.

    1. Which banks allow using 0% Credit card EMI or Credit card EMI?
    No cost EMI is available on credit cards from all major banks (American Express, Bank of Baroda, HDFC Bank, ICICI Bank, IndusInd Bank, Kotak Mahindra Bank, RBL Bank, Standard Chartered, Axis Bank, Yes Bank and State Bank of India)


    2. Is there any minimum transaction limit ?
    Yes. 50000 is the minimum.

    3. Standard Chartered Bank offers 18 or 24 months No Cost EMI ?
    No. ONLY 12 months is available irrespective of the Program enrolled.

    4. Will I have to pay any extra amount for EMI transaction?
    If you are availing 0% credit card EMI, upGrad will not charge any processing fees or down payment for these transactions. Your bank may levy GST or other taxes on the interest component of the EMI.

    5. Are there any fees or down payment?
    Certain banks charge nominal processing fees between INR 99 - 500 on 0% Credit Card EMI transaction. If charged, will be billed in the first repayment installment.

    6. Can I use my International credit card for 0% credit EMI or Credit Card EMI?
    Only the Indian bank credit cards can be used. But you can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions, this will be purely between you and your bank.

    7. Are there any charges in case I opt for cancellation/refund from the course after paying balance with no cost EMI ?
    Yes, there will be additional charges to the extent of interest paid by the upGrad to the bank, you will be refunded only Principal amount, i.e. the amount actually deducted/blocked from your card. This deduction will be in addition to the amount mentioned in the refund policy shared with your offer letter.

    8. Can I Pay Using Multiple Credit Cards ?
    Multiple cards can be used to complete the payments using Part payment option make sure to inform the learner, minimum transaction is INR 50000 to opt for 0% CC EMI E.g. Amount to be paid: 150000. I can pay using 2 Credit cards. Yes, Example :
    HDFC Card – Part payment – INR 100000
    ICICI Card – Part payment – INR 50000

    9. How can I opt for Credit card EMI if my bank is not listed in the 0% Credit card EMI or Credit card EMI?
    You can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions.

    10. Why is the entire amount blocked on my credit card?
    Initially your bank will block the entire amount from your available purchase limit and from your next billing cycle, you will be charged the EMI amount. As you start paying your EMI, your credit limit will be released accordingly. For example, if you have made a payment of ₹100000 on 6-months EMI and your credit limit is ₹200,000 then initially your bank will block your credit limit by ₹100000. After payment of your first month EMI of Rs.15000, the blocked amount will come down to ₹85000.

    11. Why is interest getting charged on No Cost EMI?
    Your bank will charge you interest. However, this interest charge has been provided to you as an upfront discount at the time of your payment, effectively giving you the benefit of a No cost EMI. The total amount paid during the entire EMI tenure to the bank will be equal to the amount to be paid to upGrad.

    Eg. Amount payable to upGrad: INR 405000
    Let's say Amount deducted at the time of transaction: INR 379850 (Principal amount) Bank charges interest of 12-15% per annum on INR 379850
    [Note: Interest factor is reducing rate and not Flat rate]
    EMI AMOUNT = INR 33750 x 12 = INR 405000
    Effectively, you have taken loan on 379,850 instead of 405,000

    Selection Criteria

    What is the selection process for this programme?

    In order to enroll in this AI ML course the students have to go through the below-mentioned process- 

    STEP-1: Online Eligibility Test

    Fill out an application and take a quick 40-minute online test with 18 questions to assess your aptitude.10 questions from mathematics, aptitude & reasoning & 8 questions from programming.

    STEP-2: Review and Shortlisting of Suitable Candidates

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

    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.

    upGrad Learner Support

    For Indian Nationals
    We are available 24*7