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Statistics for Machine Learning Cover

Statistics for Machine Learning

Techniques for exploring supervised, unsupervised, and reinforcement learning models with Python and R

Paid access
|Jun 2024
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Table of Contents

  1. Journey from Statistics to Machine Learning
  2. Parallelism of Statistics and Machine Learning
  3. Logistic Regression vs. Random Forest
  4. Tree-Based Machine Learning models
  5. K-Nearest Neighbors & Naïve Bayes
  6. Support Vector Machines & Neural Networks
  7. Recommendation Engines
  8. Unsupervised Learning
  9. Reinforcement Learning
PDF ISBN: 978-1-78829-122-4
Publisher: Packt Publishing Limited
Copyright owner: © 2017 Packt Publishing Limited
Publication date: 2024
Language: English
Pages: 442
BISAC subjects:
COM077000,
COM062000,
COM018000
Thema subjects:
UFM,
UNA,
UYZM,
UNC,
GPH

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