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Python For Kids · Lesson

Introduction to Machine Learning

Learn the basics of machine learning and how it applies to real-world problems.

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Introduction to Machine Learning

Machine learning (ML) is a branch of artificial intelligence (AI) that enables computers to learn from data and make predictions or decisions without explicit programming.

In this lesson, you’ll explore the basics of machine learning and its real-world applications.

Introduction to Machine Learning — illustration 1

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What is Machine Learning?

Machine learning involves developing algorithms that can identify patterns in data and make predictions or decisions based on those patterns.

Key types of machine learning include:

  • Supervised Learning: Learning with labeled data.
  • Unsupervised Learning: Identifying patterns in unlabeled data.
  • Reinforcement Learning: Learning by interacting with an environment to achieve a goal.

All lessons in this course

  1. Introduction to Machine Learning
  2. Supervised Learning with Scikit-Learn
  3. Unsupervised Learning
  4. Feature Engineering and Selection
  5. Introduction to Neural Networks
  6. Introduction to TensorFlow and Keras
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