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50 ML Projects To Understand LLMs: Investigate transformer mechanisms through data analysis, visualization, and experimentation

By Mike X Cohen
Paperback
$49.99
By Mike X Cohen
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Most books teach you how to build LLMs from scratch or deploy them via APIs. This book uses guided machine learning projects to teach you how to understand, visualize, and investigate LLMs including GPT and BERT.
  • Each project is built around three learning goals: machine learning techniques, LLM mechanisms, and Python coding with data visualization.
  • This is not a dense theoretical textbook; it's hands-on, practical, and project-oriented.
  • You will learn how to measure, visualize, and manipul...

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Science & TechnologyComputersEngineeringTechnologyRobotics & Artificial IntelligenceArtificial Intelligence (AI)Artificial Intelligence - GeneralNeural NetworksNatural Language Processing & Speech Recognition/Synthesis