Book

Automated Machine Learning with AutoKeras

AutoKeras is a very simple and popular open source AutoML framework that provides easy access to deep learning models. This book will help you to explore the basics of automated machine learning using practical examples, enabling you to create and use your own models in your company or project.

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Difficulty Level
Intermediate
Completion Time
6h28m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 6h28m total length

1. Introduction to Automated Machine Learning
2. Getting Started with AutoKeras
3. Automating the Machine Learning Pipeline with AutoKeras
4. Image Classification and Regression Using AutoKeras
5. Text Classification and Regression Using AutoKeras
6. Working with Structured Data Using AutoKeras
7. Sentiment Analysis Using AutoKeras
8. Topic Classification Using AutoKeras
9. Working with Multi-Modal Data and Multi-Task
10. Exporting and Visualizing the Models

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