Machine Learning Illustrated: A Visual Guide for Beginners, Students, and Curious Professionals: From First Principles to Advanced Ideas (VV Research Illustrated Series) - Softcover

Inhaltsangabe

Machine learning powers your daily life—from sorting your inbox to driving modern AI. But most explanations either skip the details or bury you in heavy math. Machine Learning Illustrated does neither.

Featuring over 130 full-color illustrations, this book introduces every concept visually before giving it a name. Starting from a simple straight line, you will build up to modern neural networks and transformers step-by-step—no coding or math degree required. If you can read a chart, you can follow along.

• The Fundamentals: Plain-English breakdowns of data, models, parameters, and how machines learn from mistakes.
• The Classic Toolbox: Regression, classification, decision trees, random forests, boosting, and clustering.
• Deep Learning & AI: Neurons, backpropagation, CNNs, attention mechanisms, LLMs, and image generators.
• Real-World Practice: Running ML projects, measuring success, managing compute costs, and applying AI at work.
• Built-in Study Aids: Common misconceptions, one-picture chapter summaries, a timeline, glossary, and reading list.

Written for first-time students, professionals building AI fluency, and curious readers alike, Machine Learning Illustrated pulls back the curtain so you can see exactly how machines learn.

Pick up your copy and see inside the black box today.

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