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About
Learn machine learning from first principles—without jargon, an account, or an internet connection. ML From Zero turns the core ideas behind machine learning into short, approachable lessons. Build intuition step by step with clear explanations, practical examples, visual guides, and quick knowledge checks. WHAT YOU'LL LEARN • What machine learning is and when to use it • Examples, features, labels, and data splits • Regression, classification, nearest neighbors, and decision trees • Loss functions, gradient descent, parameters, and hyperparameters • Overfitting, regularization, and cross-validation • Classification and regression metrics • Clustering, embeddings, and anomaly detection • Neural networks, training, and inference • Bias, fairness, drift, monitoring, and the complete ML workflow BUILT FOR BEGINNERS Start at the beginning and follow a structured learning path. Each lesson keeps the math approachable while preserving the ideas that matter. LEARN BY CHECKING YOUR UNDERSTANDING Use quick questions throughout the course to reinforce key concepts and make your progress visible. PRIVATE AND OFFLINE Lessons and illustrations are included in the app. No account, ads, analytics, tracking, or network connection is required. Your learning progress stays on your device.
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