Book

Machine Learning Automation with TPOT

If you are a developer looking to build machine learning models without spending months and years learning machine learning prerequisites, look no further than AutoML. This practical and concise guide will show you how to build automated models for regression and classification, both with traditional algorithms and neural networks.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
9h approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 9h total length

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

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