Hands-On Automated Machine Learning
This book helps machine learning professionals in developing AutoML systems that can be utilized to build ML solutions. This book covers the necessary foundations and shows the most practical ways possible to get to speed with regards to creating AutoML modules.
Offered by
Difficulty Level
Intermediate
Completion Time
9h24m
Language
English
About Book
Who Is This Book For?
If you’re a budding data scientist, data analyst, or Machine Learning enthusiast and are new to the concept of automated machine learning, this book is ideal for you. You’ll also find this book useful if you’re an ML engineer or data professional interested in developing quick machine learning pipelines for your projects. Prior exposure to Python programming will help you get the best out of this book.
Hands-On Automated Machine Learning
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h24m total length
Introduction to AutoML
Introduction to Machine Learning Using Python
Data Preprocessing
Automated Algorithm Selection
Hyperparameter Optimization
Creating AutoML pipelines
Dive into Deep Learning
Critical Aspects of ML and Data Science Projects
Related Resources
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