• Admission Date
    Announcing Soon
  • Program Duration

    44 weeks

  • Learning FormatLive, Online, Interactive

AI ML Course Highlights

Master industry-relevant AI skills through live classes led by seasoned experts, masterclasses conducted by IIT Kanpur faculty, and practical hands-on projects.

  • Leverage the prestige of IIT Kanpur

    Program completion certificate from E&ICT Academy, IIT Kanpur

    Opportunity to attend a campus immersion program hosted by IIT Kanpur

  • Gain Industry-Relevant Experience

    Curriculum delivered in live online classes by seasoned industry experts

    Interactive masterclasses led by IIT Kanpur faculty

  • Explore Latest AI Advancements

    Exposure to ChatGPT, Hugging Face, DALL-E 2, Gemini, and other prominent tools

    Trophy and badges for ‘Microsoft Azure AI Fundamentals’ on Microsoft Learn Portal

Days
Hours
Minutes
Seconds

GET PROGRAM DETAILS

Hear it from our Alumni

Program Outcomes

Program CertificateProgram Certificate
  • Program completion certificate from E&ICT Academy, IIT Kanpur
  • Masterclasses delivered by eminent IIT Kanpur faculty
  • Applied learning through 15+ hands-on projects and tools
  • Campus immersion program at IIT Kanpur

AI ML Course Curriculum

  • Commence your educational endeavor with our Generative AI and Machine Learning certificate course. Immerse yourself in a distinctive and comprehensive learning experience designed to delve into every facet of the generative AI and machine learning domain, providing you with the essential foundation required to launch your career ambitiously.

  • Gain vital Python skills essential for the program's entirety. Utilize Python to proficiently execute algorithms, analyze data, and construct intelligent systems with efficacy.

  • This course encompasses fundamental data science principles such as data preparation, model development, and evaluation, alongside essential Python concepts like strings, Lambda functions, and lists. Dive into NumPy, linear algebra, statistical concepts (including central tendency, dispersion, skewness, covariance, and correlation), as well as hypothesis testing methods like Z-test, T-test, and ANOVA.

  • Prepare to delve into the realm of machine learning! This course explores diverse types of machine learning and their practical applications. You'll study the machine learning pipeline, focusing on supervised learning with regression models and classification algorithms. Additionally, we'll cover unsupervised learning, emphasizing clustering techniques and ensemble modeling. Furthermore, you'll evaluate frameworks such as TensorFlow and Keras, and gain hands-on experience.

  • Explore the fundamentals and applications of deep learning, discerning its differentiation from machine learning. Covered topics encompass neural networks, forward/backward propagation, TensorFlow 2, Keras, performance optimization, model interpretability, CNNs, transfer learning, object detection, RNNs, autoencoders, and PyTorch.

  • This course offers an extensive exploration of cutting-edge AI concepts, including generative AI, prompt engineering, LLMs, and ChatGPT, among others. Participants will attain a deep practical understanding of these topics, learning how to effectively apply them across various business contexts. Additionally, the course delves into the intricate workings of prompt engineering and its pivotal role in crafting customized outputs to meet specific needs.

  • Embark on an exploration of the creative capacities of artificial intelligence through this Generative AI course. Immerse yourself in the captivating realm of generative models, such as Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs), alongside revolutionary Large Language Models (LLMs) and Transformer architectures. Delve into attention mechanisms, discovering their role in enhancing AI model capabilities.

  • At the end of the Machine learning course, participants embark on a capstone project, where they get to put their newfound skills into action. With guidance from mentors, they tackle real industry challenges head-on. This project isn't just the final stretch of their learning journey; it's also a chance to show off their abilities to potential employers in a real-world context.

ELECTIVES
  • Engage in enlightening online interactive masterclasses led by distinguished faculty members from the esteemed institution of IIT Kanpur. These masterclasses provide invaluable insights into the latest advancements in technology and techniques across the expansive domains of Data Science, Artificial Intelligence (AI), Generative AI (GenAI), and Machine Learning. Through comprehensive discussions and presentations.

  • This advanced course offers in-depth knowledge and practical skills in the field of computer vision and deep learning techniques. It covers a wide range of topics, including image formation and processing, convolutional neural networks, object detection, image segmentation, generative models, optical character recognition, distributed and parallel computing, explainable AI, and deploying deep learning models.

  • In this advanced course, you will delve into the science of applying machine learning algorithms to process vast amounts of natural language data. The primary focus is on natural language understanding, feature engineering, natural language generation, automated speech recognition, speech-to-text conversion, text-to-speech conversion, and voice assistance devices.

  • This course explores the core concepts of reinforcement learning in-depth. You will learn how to solve reinforcement learning problems using various strategies, leveraging Python and TensorFlow to understand the theory behind it. By the end of the course, you will have acquired the skills to effectively use reinforcement learning algorithms as a problem-solving strategy, enabling you to tackle complex tasks and make informed decisions.

  • This course provides an introduction to the basic concepts of artificial intelligence (AI) and the Microsoft Azure services that can be utilized to develop AI solutions. It’s not intended to train students to become professional data scientists or software developers, but to increase understanding of typical AI tasks and the Azure services that can handle them. The course format is self-paced with online resources on the Microsoft Learn platform.

Skills Covered

  • Computer Vision
  • Deep Learning
  • Ensemble Methods
  • Generative AI
  • Machine Learning Algorithms
  • Model Evaluation and Validation
  • Model Training and Optimization
  • Natural Language Processing
  • Prompt Engineering
  • Reinforcement Learning
  • Speech Recognition
  • Supervised and Unsupervised Learning

Tools Covered

python
ChatGPT
Open AI
Gemini
Hugging Face
Dalle.2
Gradio
Langchain
tensorflow
keras
NLKT
NumPy
ScikitLearn
MatPlotlib
Django-n
Open CV

Industry Projects

    prevNext

    Machine Learning Program Advisor

    AI ML Course Fee

    Program Fee $ 2,500

    Pay in Installments

    As low as

    You can pay monthly installments using Splitit, Climb Credit and Klarna.These plans are offered with low APR and no hidden fees.

    Eligibility Criteria

    • A bachelor's degree with an average of 50 percent or higher
    • Basic understanding of mathematics and programming concepts
    • Preferably 2+ years of formal work experience

    Best Suited For

    • IT Professionals
    • Software Engineers
    • Technical Product Managers
    • Consultants
    • AI/ML Engineers

    How to Apply For Machine Learning Course

    • STEP 1Submit Application

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

    • STEP 2Application Review

      An admission panel will shortlist candidates based on their application

    • STEP 3Admission

      Selected candidates can join the program by paying the admission fee

    Demand for Program

    Today, artificial intelligence (AI) and machine learning (ML) have become front-runners spearheading changes in our daily lives. There is a booming job market for professionals with AI ML certification as more companies move towards advanced automation. Moreover, several companies are training their workforce using AI ML courses to bridge the demand-supply gap due to the acute shortage of skilled AI ML professionals.

    E&ICT Academy, IIT Kanpur’s Professional Certificate Course in AI and Machine Learning is one of the best AI and ML courses online. You can get a valuable course completion certificate from E&ICT Academy, IIT Kanpur, and undergo hands-on training via 25+ industry projects and 3 capstones. Moreover, you can learn topics such as ChatGPT, computer vision, deep learning, ensemble methods, and more. Reputed IIT Kanpur faculty and industry pioneers lead live classes in this AI Ml course

    Machine Learning Course Online FAQs

    • What is this Gen AI and machine learning course?

    •  What does an AI professional do?

    • How effective are the trainers at Simplilearn?

    • What are the benefits of enrolling in the gen AI and machine learning program?

    • What certificate will I receive?

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

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

    • How do I enroll in the Professional Certificate Course in Generative AI And Machine Learning?

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

    • What will be the expected salary range after completing the Machine Learning Certification?

    • What will be the career path after completing the Machine Learning Course?

    • What is the refund policy for this program?

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

    • Is this Generative AI & Machine learning course suitable for freshers?

    • Does Simplilearn have corporate training solutions?

    • Are there any other online courses Simplilearn offers under AI & Machine Learning?

    • Will missing a live class affect my ability to complete the course?

    • What are the eligibility criteria to enroll in this Professional Certificate Course in Generative AI and Machine Learning?

    • What is the review of Simplilearn’s Professional Certificate Course in Generative AI and Machine Learning?

    IIT Kanpur and Simplilearn Collaboration

    IIT Kanpur and Simplilearn Collaboration