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Unsupervised Learning with Generative AI

Vaibhav Verdhan
2025, Heftet, Engelsk
Unsupervised Learning with Generative AI

649,-

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Models and Algorithms for Unsupervised Learning introduces mathematical techniques, key algorithms, and Python implementations that will help you build machine learning models for unannotated data.You''ll master everything from kmeans and hierarchical clustering, to advanced neural networks like GANs and Restricted Boltzmann Machines. 

You''ll learn the business use case for different models, and master best practices for structured, text, and image data. Each new algorithm is introduced with a case study for retail, aviation, banking, and more—and you''ll develop a Python solution to fix each of these real-world problems. At the end of each chapter, you''ll find quizzes, practice datasets, and links to research papers to help you lock in what you''ve learned and expand your knowledge.

Produktegenskaper

  • Forfatter

    Vaibhav Verdhan

  • Bidragsyter

    Verdhan, Vaibhav (Forfatter)

  • Forlag/utgiver

    Manning Publications

  • Format

    Heftet

  • Språk

    Engelsk

  • Utgivelsesår

    2025

  • Antall sider

    250

  • Varenummer

    9781617298721

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