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Machine Learning
Introduction to Machine Learning
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Introduction to Machine Learning

Machine learning is a field of artificial intelligence where computers learn patterns from data to make predictions or decisions. This section introduces the fundamental concepts of ML, explains the differences between AI, ML, and deep learning, and covers the main types of learning approaches. You'll also learn the standard ML workflow and set up your Python environment to start building models

4 Lessons
1 Hours
1 Subtopic

Subtopics

Foundations of ML

The foundations of machine learning cover the essential concepts every beginner must understand before building models. This sub-section explains what machine learning is, how it relates to AI and deep learning, the three main learning paradigms, and the end-to-end workflow for ML projects. You'll also configure your development environment with Python and key libraries.

4 lessons

Direct Lessons

No direct lessons

Lessons are available in the subtopics above.