Machine Learning Automation with TPOT : Build, Validate, and Deploy Fully Automated Machine Learning Models with Python.
Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automate Key Features Understand parallelism and how to achieve it in Python. Learn how to use neurons, layers, and activation functions and structure an artificial neural ne...
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| Format: | Licensed eBooks |
| Language: | English |
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Birmingham :
Packt Publishing, Limited,
2021.
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| Online Access: | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2915346 |
Table of Contents:
- Table of Contents Machine Learning and the Idea of Automation Deep dive into TPOT Exploring Regression with TPOT Exploring Classification with TPOT Parallel training with TPOT and Dask Getting Started with Deep Learning: Crash Course in Neural Networks Neural Network Classifier with TPOT TPOT Model Deployment Using the Deployed TPOT Model in Production.