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Introduction to Machine Learning | IIT Madras Online Course

IIT Madras

Comprehensive machine learning course from IIT Madras, covering supervised, unsupervised learning, regression, classification, and more. Ideal for beginners and experienced learners.

University CoursesMachine LearningPythonScikit-Learn

Introduction

This NPTEL course provides an introduction to the fundamental concepts and techniques of machine learning. It covers topics such as supervised and unsupervised learning, regression, classification, clustering, and dimensionality reduction.

Highlights

  • Comprehensive coverage of machine learning algorithms and techniques
  • Taught by experienced faculty from IIT Madras
  • Includes hands-on programming assignments and projects
  • Suitable for both beginners and experienced learners

Recommendation

This course is highly recommended for anyone interested in learning the basics of machine learning, whether you're a student, a working professional, or just curious about the field. The course is designed to be accessible to learners from a wide range of backgrounds, and the hands-on projects will help you apply the concepts you learn to real-world problems.

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Access from Browser Sidebar

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Select Your Playground

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Learn and Practice Side-by-Side

Learn and Practice Side-by-Side

Practice within the VM while following tutorials or videos side-by-side. Save your work with Pro for easy continuity.

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