• Learning Format Self-Paced Learning

Why Join this Program

IIT Kanpur’s Advantage

Live masterclasses from IIT Kanpur faculty and Certificate from E&ICT Academy, IIT Kanpur

Exposure to latest AI trends

Access to 4 live sessions by experts on generative AI, ChatGPT, OpenAI, GPT models, and more

Hands-on Experience

25+ industry relevant projects from the likes of Twitter, Uber, Mercedes Benz, and many more

Simplilearn Career Assistance

Career mentorship and profile-building sessions with valuable insights from industry experts


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Machine Learning Course Overview

This course is designed to boost your AI and ML career by providing a comprehensive understanding of all current facets of these technologies, such as deep learning, computer vision, and more. You will also gain access to 4 live sessions on some of the latest developments in the AI field such as Generative AI, ChatGPT, Explainable AI and much more

Key Features

  • Program completion certificate from E&ICT Academy, IIT Kanpur
  • Attend 4 live sessions on the latest AI trends such as ChatGPT, generative AI, explainable AI, and more
  • Masterclasses delivered by distinguished IIT Kanpur faculty
  • 25+ hands-on projects
  • Comprehensive curriculum with a wide array of AI tools and technologies such as ChatGPT, Django, Flask, Keras, and more
  • Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other tools
  • Capstone projects in 3 domains
  • Seamless access to integrated labs
  • 8X higher interaction in live online classes by industry experts

Machine Learning Course Advantage

This AI and Machine Learning Online Course is an all-encompassing course offered by Simplilearn in collaboration with E&ICT Academy, IIT Kanpur. Join this Best Machine Learning Course and master various skills to excel in your work.

  • IIT K certificate

    Program Benefits

    • Masterclasses delivered by distinguished IIT Kanpur faculty
    • Program completion certificate from E&ICT Academy, IIT Kanpur
    • Exposure to ChatGPT, explainable AI, generative AI and more

Machine Learning Course Details

This state-of-the-art Machine Learning course offers modules that can help you kickstart a thriving career in AI and ML. You'll also have the opportunity to delve into cutting-edge AI topics such as generative AI, ChatGPT, GPT models, and explainable AI.

Learning Path

  • Get started with the Machine Learning Course, explore everything about the program and kickstart your AI and Machine Learning journey through this introductory session.

  • Learn the fundamentals of AI with this introductory course. The Machine Learning Course will take the learners through the basic concepts of AI, ML and its business applications.

  • The AI and Machine Learning Course encompasses the entire overview of Python and its applications in Data Science. The Machine Learning Course will cover the critical tools and techniques crucial for your role. Python being an integral part of data science, acquiring this knowledge will enhance your career.

  • Machine Learning is the subset of AI that enables machines to learn and adapt to perform specific tasks. This AI and Machine Learning Certification covers all critical aspects of machine learning from supervised learning, unsupervised learning and hands-on modeling to developing algorithms.

  • This Deep Learning course helps you master Deep learning topics and model building using Keras and TensorFlow frameworks. Learn to implement algorithms to ensure you have a complete overview of Deep Learning and progress into building a prominent career in the domain.

  • Deep Learning is an integral part of machine learning and understanding different concepts of deep learning is important for developing a career in machine learning. This Advanced deep learning course takes the next step into concepts like Computer Vision basics, OpenCV, Keras and TensorFlow 2, Pytorch, Computer Vision for OCR, and Object Detection.

  • This AI and Machine Learning Certification includes a capstone project that will give you an opportunity to implement the skills you’ve learned in this program to solve an industry-relevant problem. The project is the final step in the learning path and will help you to showcase your expertise to employers.

  • Programming is an increasingly important skill and this Machine Learning Online Course will establish your proficiency in handling basic programming concepts. By the end of this Machine Learning Certification, you will understand object-oriented Programming; basic programming concepts such as data types, variables, strings, loops, and functions; and software engineering concepts such as multithreading and multitasking using Python.

  • Learn statistics, an important part of data science, and essential terms related to it. The Machine Learning Course explains central tendency and dispersion, skewers, regression, correlation and distribution. The Machine Learning Certification also equips students with the knowledge to make data-driven decisions through statistical inference.

  • This Machine Learning Course helps you learn the core concepts of NLP, including feature engineering, natural language generation, automated speech recognition, speech to text conversion, text to speech conversion, and voice-assistance devices (including building Alexa skills).

  • Understand how to solve reinforcement learning problems using various strategies, Python and TensorFlow, and how to apply different algorithms to solve problems.

  • Attend an online interactive masterclass delivered by IIT Kanpur faculty and get insights about advancements in technology/techniques in Data Science, AI, and Machine Learning

  • This is a Fundamental course that is covering the basics of ChatGPT and its applications in different domains.

  • Attend these online live sessions delivered by industry experts to gain insights about the latest advancements in the AI space. Some of the areas and concepts covered include Generative AI and its Applications, Leveraging the power of generative modeling to build innovative products, Building and deploying GPT-powered applications Demystifying ChatGPT, its architecture, training methodology, and business applications, and Applications of ChatGPT. {*Areas mentioned above are subject to change}

Skills Covered

  • Statistics
  • Python
  • Supervised Learning
  • ChatGPT
  • Generative AI
  • NLP
  • Neural Networks
  • GANs
  • Deep Learning
  • Reinforcement Learning
  • Speech Recognition
  • Ensemble Learning
  • Computer Vision
  • Chatbot
  • Recommendation Systems
  • Unsupervised Learning
  • Explainable AI
  • Generative Modeling

Tools Covered

pythonNLKTtensorflowkerasChatGPTMatPlotlibDjangoScikitLearnFlaskOpen CVMidjourneyDalle.2


  • Project 1

    Social Media

    Using NLP and Machine Learning, build a model to identify inappropriate tweets that should be removed from the Twitter platform to prevent social hate and negativity.

  • Project 2


    Perform data analysis on the Amazon customer movie reviews data set and build a machine learning recommendation algorithm.

  • Project 3


    Mercedes-Benz wants the time on its test-bench to reduce the time it takes a car to get to the market. Build and optimize the Machine Learning algorithm to solve this problem.

  • Project 4


    Help Simplilearn assess the quality of elearning videos freely available on YouTube to prepare high quality and engaging video content for students

  • Project 5


    Analyze different types of cancers and identify the probable cause of these cancers in terms of the genes responsible for each.

  • Project 6


    Help Book-My-Show analyze whether a particular URL is prone to phishing — malicious — or not.

Disclaimer - The projects have been built leveraging real publicly available data-sets of the mentioned organizations.


Program Advisors

  • Professor Amey Karkare

    Professor Amey Karkare

    Department of Computer Science and Engineering, IIT Kanpur

    Professor Amey Karkare is the Poonam and Prabhu Goel Chair Professor, Department of Computer Science and Engineering at IIT Kanpur. His areas of focus are applications of Program Analysis, Compiler Optimizations, Software Engineering, and Machine Learning to build software systems.


Batch Profile

The diversity of our cohorts brings intensity to classroom conversations & interactions. Our Machine Learning Course cater to learners from a wide range of sectors and experiences.

  • The class consists of learners from excellent organizations and diverse industries
    IT - 40%Consultancy - 30%Other - 15%BFSI - 15%
    Wells Fargo
    Tata Consultancy Services
    GE Aviation

Learner Reviews

Admission Details

Application Process

The application process consists of three simple steps. An offer of admission will be made to the selected candidates and accepted by the candidates by paying the admission fee.


Submit Application

Tell us a bit about yourself and why you want to do this Course


Application Review

An admission panel will shortlist candidates based on their application



Selected candidates can join the program by paying the admission fee

Eligibility Criteria

For admission to this AI and Machine Learning Certification, candidates should have:

Preferably 2+ years of formal work experience
A bachelor's degree with an average of 50 percent or higher marks
Prior knowledge or experience in programming and mathematics

Apply Now

Program Benefits

  • Masterclasses delivered by distinguished IIT Kanpur faculty
  • Program certificate from E&ICT Academy, IIT Kanpur
  • Simplilearn’s Job Assist
  • Exposure to ChatGPT, explainable AI, generative AI and more
  • Active recruiters include: Amazon, Google, and more

Machine Learning Course FAQs

  • What are the eligibility criteria for this AI and Machine Learning Course?

    For admission to this Machine Learning Course, candidates should have:

    • A bachelor's degree with an average of 50 percent or higher marks
    • Prior knowledge or experience in programming and mathematics 
    • Preferably 2+ years of formal work experience

  • Who is this Machine Learning Certification ideal for?

    Professionals eager to develop AI and ML expertise with the objective of: 

    • Enhancing effectiveness in their current role
    • Transitioning to AI roles in their organization
    • Seeking to advance their career in the industry
    • Giving shape to entrepreneurial aspirations

  • What is the admission process for this Machine Learning Online Course?

    The admission process for this Machine Learning Course consists of three simple steps:

    • All interested candidates are required to apply through the online application form
    • An admission panel will shortlist the candidates based on their application
    • An offer of admission will be made to the selected candidates, which can then be accepted by the candidate by paying the Machine Learning Certification fee

  • What should I expect from this Machine Learning Course?

    As a part of this Best Machine Learning Online Course, you will receive the following:

    • Masterclasses delivered by distinguished IIT Kanpur faculty
    • Program completion certificate from E&ICT Academy, IIT Kanpur
    • Career assistance post-completion of this program
    • Comprehensive curriculum with exposure to 10+ tools and trending applications such as ChatGPT, Dall-E, Midjourney, etc.
    • Gain access to 4 live sessions by industry experts covering some of the latest updates in the AI space such as generative AI, GPT, ChatGPT, and more

  • What certificate will I receive?

    Upon successful completion of this AI and Machine Learning Certification, you will be awarded a certificate of completion by E&ICT Academy, IIT Kanpur, along with industry-recognized certification from Simplilearn for courses in the learning path.

  • How long does it take to complete this Machine Learning Course?

    The Machine Learning Course could be completed according to your schedule but the anticipated time to complete the overall program is 11 months.

  • Is this course really 100% online? Do I need to attend any classes in person?

    This Machine Learning Online Course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.

  • What is covered under the 24/7 Support promise?

     We offer 24/7 support through email, chat, and calls. We have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after the completion of your Machine Learning Certification.

  • What is Global Teaching Assistance?

    Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in the Machine Learning Course on your first attempt. They proactively engage with students to ensure adherence to the learning path—helping to enrich their learning experience, from class onboarding to project mentoring to career assistance.

  • I am not able to access the Machine Learning Certification Course. Who can help me?

    Contact us using the form on the right side of any page on the Simplilearn website, select the Live Chat link, or contact Help & Support.

  • What is Machine Learning?

    Machine learning is nothing but an implementation of Artificial Intelligence that allows systems to simultaneously learn and improve from past experiences without the need of being explicitly programmed. It is a process of observing data patterns, collecting relevant information, and making effective decisions for a better future of any organization. Machine learning facilitates the analysis of huge quantities of data, usually delivering faster and accurate results to extract profitable benefits and opportunities.

  • What are the different types of Machine Learning?

    Machine learning is generally divided into three types - Supervised Learning, Unsupervised Learning, and Reinforcement Learning. This Machine Learning course gives you an in-depth understanding of all these three types of machine learning.

  • What is the career exposure after completing this Machine Learning course?

    Machine learning has gained global traction and many are aspiring to start a career in this field. Jobs in AI and machine learning have grown around 75 percent over the past few years and Gartner predicts that there will be 2.3 million jobs in the field by 2022. Our Machine Learning Course will give you all the necessary skills to work in this exciting field.

  • What are the job roles available after getting a machine learning certification?

    Some of the top job roles in the field of Machine Learning are Data Scientist, Machine Learning Engineer, NLP Scientist, Computer Vision Engineer, and Data Architect. This Machine Learning course gives you all the necessary skills to become eligible for such roles.

  • What is the refund policy for this program?

    In case you wish to cancel your enrollment and apply for a refund, you have to raise a refund request within 7 days of the first online live class held for the program whether attended by you or not. Your refund entitlement is void if you have either attended an Online Live Class or if you have received recordings for one or more live classes or if you have accessed more than 25% of the content of any e-learning course module or if you have downloaded any e-book. Notwithstanding the above, the booking fee paid by you towards securing your seat in the program shall be non-refundable under all circumstances. You have to raise requests for refund only with Simplilearn.

  • What does a Machine Learning professional do?

    A Machine Learning professional develops and implements algorithms and models that allow computers to learn from data and improve their performance in specific tasks. They work with large datasets, designing and testing machine learning models to identify patterns, create predictions, and make decisions. They also explore new machine learning techniques and stay up-to-date with the latest advancements in the field.

  • What's a Machine Learning Course?

    A Machine Learning course is a training program that teaches students the concepts, techniques, and tools used in machine learning. It covers topics such as data preprocessing, feature engineering, supervised and unsupervised learning, deep learning, and model evaluation. The course may also include hands-on projects and assignments, giving students practical experience in applying machine learning to real-world problems.

  • What skills will you get from this Machine learning course?

    This machine learning course covers some of the most important technical skills like statistics, Python programming, supervised learning, unsupervised learning, neural networks, deep learning, recommendation systems, speech recognition, computer vision, and NLP.

  • What are the learning objectives of this Machine learning course?

    The learning objective of this machine learning course is to equip learners with the necessary skills and knowledge to become proficient in AI and Machine Learning and apply them to real-world problems. It gives you a clear understanding of AI and ML basics, developing supervised learning algorithms, building ML models, the challenges of ML, and how to use deep learning and natural language processing for various applications.

  • What are the prerequisites to enroll in this Machine learning course?

    Before enrolling in this machine learning course, you are expected to have basic knowledge of programming and mathematics. A bachelor’s degree along with 2 years of work experience is also recommended.

  • What does the program structure of this Machine learning course look like?

    This Machine Learning course follows an applied learning approach, wherein you will go through a dedicated learning path involving theoretical classes and practical sessions. The syllabus is structured in such a way that basic topics are covered first, and advanced topics are covered later. The program also involves working on industry projects where you get a chance to apply your ML skills in real-world scenarios.

  • What job roles can I go into after completing this Machine learning course?

    After completing this comprehensive machine learning course, you can explore your skills in job roles like machine learning engineer, data scientist, data analyst, BI developer, AI research scientist, or robotics engineer.

  • What are the highest-paying Machine learning jobs?

    Some of the highest-paying machine learning jobs include machine learning engineer, data scientist, computer vision engineer, NLP scientist, and AI researcher. With our machine learning course, you can become eligible for all these roles.

  • What is the cost of this Machine learning course?

    The total admission fee for this machine learning training program is Rs. 1,53,400. You can check out the easy financing options available for this course to pay the course fee in monthly installments.

  • Is this Machine learning course provided online?

    Yes, this machine learning course is entirely online. You don’t have to attend any classes at a physical location.

  • What is the market for Machine learning professionals in India?

    The market for Machine Learning professionals in India is rapidly growing, with an estimated market size of $1.7 billion in 2020 and a projected CAGR of 43.5% from 2021 to 2028. With the rise of AI and automation, there is a high demand for Machine Learning professionals in India. Top companies in India, such as Amazon, IBM, Microsoft, and Google, are actively hiring for various Machine Learning job roles, making it an attractive career option for Indian professionals.

  • How do I pick the Best Machine learning course for me?

    Choosing the best machine learning course for you can be overwhelming. Start by assessing your current level of knowledge and skills in machine learning. Consider your learning style and preferences, including the format and duration of the course. Research the course content, instructor's qualifications, and reviews from previous students. Look for courses that offer hands-on practice and real-world applications. Our machine learning course is also suitable considering all these factors.

  • Is this Machine learning course suitable for freshers?

    Indeed, this machine learning course is suitable for freshers and requires no prior experience.

  • What are the projects covered in this Machine learning course?

    There are over 25 hands-on projects from companies like Mercedes Benz, Twitter, Uber, and more in which you can work on and apply your ML skills. The projects are based on applying machine learning to solve real-world problems related to areas like social media, e-commerce, manufacturing, edtech, healthcare, entertainment, and consumer electronics.

  • Is this online Machine learning course worth it?

    Yes, this course helps you learn machine learning concepts from scratch directly from the distinguished faculty of IIT Kanpur. Compared to other training programs, this Bootcamp involves live instructor-led training entirely. You will experience world-class learning along with practical exposure through various industry-oriented projects. Moreover, you can make the most of the career mentorship and profile-building sessions offered by Simplilearn.

  • What are some of the topics/areas that will be covered in the masterclasses hosted by industry experts?

    The masterclasses will provide you with exposure to some of the latest trends in the AI space. Some of the areas covered would include:

    • Generative AI and its Applications
    • Leveraging the power of generative modeling to build innovative products 
    • OpenAI and its role in NLP and AI
    • Building and deploying GPT-powered applications
    • Demystifying ChatGPT, its architecture, training methodology, and business applications
    • ChatGPT best practices, limitations, and avenues for future development
    • Building real-world applications with the OpenAI API and ChatGPT 
    • Applications of ChatGPT, OpenAI, Dall-E, Midjourney & other tools
    • Explainable AI
    • Chatbots and their uses in companies such as Microsoft, Google, Meta, etc.  

    *Areas mentioned above are subject to change  

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  • PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.