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Machine Learning Automation with TPOT Cover

Machine Learning Automation with TPOT

Build, validate, and deploy fully automated machine learning models with Python

Paid access
|May 2021

Table of Contents

  1. Machine Learning and the Idea of Automation
  2. Deep dive into TPOT
  3. Exploring Regression with TPOT
  4. Exploring Classification with TPOT
  5. Parallel training with TPOT and Dask
  6. Getting Started with Deep Learning: Crash Course in Neural Networks
  7. Neural Network Classifier with TPOT
  8. TPOT Model Deployment
  9. Using the Deployed TPOT Model in Production
PDF ISBN: 978-1-80056-496-1
Publisher: Packt Publishing Limited
Copyright owner: © 2021 Packt Publishing Limited
Publication date: 2021
Language: English
Pages: 270

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