No detailed description available for "Machine Learning Automation with TPOT".
Sprache
Verlagsort
Basel/Berlin/Boston
Großbritannien
Zielgruppe
Editions-Typ
Produkt-Hinweis
Dateigröße
ISBN-13
978-1-80056-496-1 (9781800564961)
Schweitzer Klassifikation
Radecic Dario:
Dario Radecic is a full-time data scientist at Neos, in Croatia, a part-time data storyteller at Appsilon, in Poland, and a business owner. Dario has a master's degree in data science and years of experience in data science and machine learning, with an emphasis on automated machine learning. He is also a top writer in artificial intelligence on Medium and the owner of a data science blog called Better Data Science.
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
