• Learning Format Self-Paced Learning

World’s #1 Online Bootcamp

9/10 of our learners achieve their learning objectives after successful course completion*

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Why Join this Program

IIT Kanpur’s Advantage

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

Hands-on Experience

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

Learn from the Experts

8X higher live interaction with sessions from industry wizards and practitioners

Simplilearn Career Assistance

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

FOR ENTERPRISE

Looking to enroll your employees into this program ?

Machine Learning Course Overview

We have curated our curriculum to include crucial topics like Statistics, Machine Learning and many more. Taught through hands-on labs and industry-relevant projects designed to advance your career trajectory, this AI and Machine Learning Certification will simplify AI and Machine Learning and equip you with the required skills to get you job ready.

Key Features

  • Program completion certificate from E&ICT Academy, IIT Kanpur
  • Masterclasses delivered by distinguished IIT Kanpur faculty
  • 25+ hands-on projects from companies like Twitter, Mercedes Benz, Uber, and many more
  • Seamless access to integrated labs
  • Capstone projects in 3 domains
  • 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

AI and Machine Learning Course Details

AI and ML are one of the fastest growing and expanding fields. Learn key AI and ML concepts such as Machine Learning, Python, Deep Learning, and different AI Tools in this carefully-curated Machine Learning Course.

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.

Electives:
  • 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

Skills Covered

  • Statistics
  • Python
  • Supervised Learning
  • Unsupervised Learning
  • Recommendation Systems
  • NLP
  • Neural Networks
  • GANs
  • Deep Learning
  • Reinforcement Learning
  • Speech Recognition
  • Ensemble Learning
  • Computer Vision

Tools Covered

pythonNLKTtensorflowkerasMatPlotlibDjangoScikitLearnFlaskOpen CV

Project

  • 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.

    Social Media
  • Project 2

    Ecommerce

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

    Ecommerce
  • Project 3

    Manufacturing

    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.

    Manufacturing
  • Project 4

    EdTech

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

    EdTech
  • Project 5

    Healthcare

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

  • Project 6

    Entertainment

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

    Entertainment
  • Project 7

    Consumer Electronics

    Help a leading mobile brand understand the voice of the customer by analyzing the reviews of their product on Amazon and the topics that customers are talking about.

    Consumer Electronics

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

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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.

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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
    Industry
    IT - 40%Consultancy - 30%Other - 15%BFSI - 15%
    Companies
    VMware
    Genpact
    Cognizant
    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.

STEP 1

Submit Application

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

STEP 2

Application Review

An admission panel will shortlist candidates based on their application

STEP 3

Admission

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

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Program Benefits

  • Masterclasses delivered by distinguished IIT Kanpur faculty
  • Program certificate from E&ICT Academy, IIT Kanpur
  • Simplilearn’s Job Assist
  • AI to create 58 million new jobs by 2023
  • 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 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 ML program
    • Active recruiters include: Amazon, Google, Microsoft, 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 Online 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 AI and Machine Learning 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 program 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.

  • Disclaimer
  • PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.
  • *According to Simplilearn survey conducted and subject to terms & conditions with Ernst & Young LLP (EY) as Process Advisors