Machine Learning Fundamentals
Introduction to ML algorithms and applications
By John Instructor • Advanced • ENGLISH
What you'll learn
- Master the fundamentals
- Build real-world projects
- Understand best practices
- Prepare for advanced topics
Course content
ML Foundations
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What is Machine Learning?18 min
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Types of ML Algorithms22 min
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Data Preprocessing28 min
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Feature Engineering32 min
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Model Evaluation25 min
Supervised Learning
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Linear Regression30 min
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Classification Algorithms35 min
Description
Learn machine learning concepts, algorithms, and practical implementation using Python and scikit-learn.