ML Fundamentals

Back: 09 - Machine Learning and AI MOC

The foundational concepts of machine learning: how machines learn from data, the core algorithms, how to evaluate models, and how to prepare features. Every ML practitioner needs a solid understanding of these fundamentals before diving into deep learning or specialized domains.

Categories

• Learning Types
• Classical ML Algorithms
• Model Evaluation
• Feature Engineering

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ml fundamentals