May 2021
Intermediate to advanced
194 pages
3h 33m
English
Overview
Dive into "Automated Machine Learning with AutoKeras" to unlock the potential of AutoML for deep learning. Master AutoKeras, an intuitive framework that simplifies model creation and optimization, allowing users of all skill levels to build powerful machine learning solutions with minimal effort.
What this Book will help me do
- Gain hands-on experience setting up a deep learning environment with TensorFlow and AutoKeras.
- Learn to automate the entire machine learning pipeline using AutoKeras.
- Build functional classifiers and regressors for images and text using AutoKeras.
- Apply AutoKeras to real-world problems like sentiment analysis and topic classification.
- Explore advanced AutoKeras features including multi-modal input and model visualizations.
Author(s)
None Sobrecueva is an experienced machine learning practitioner with a strong focus on automating workflows and enhancing data accessibility. They are dedicated to making advanced AI tools comprehensible and practical for users of all backgrounds, and their approachable writing style reflects this goal.
Who is it for?
This book is perfect for those with a foundational understanding of Python and machine learning concepts, looking to explore automation in model building and optimization. If you're a data scientist, AI enthusiast, or newcomer to AutoML aiming to enhance productivity and innovation, this book will match your learning goals.
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