Book

Deep Learning with fastai Cookbook

Deep Learning with fastai Cookbook helps you to quickly apply fastai to create deep learning applications. This recipe-based book teaches you how to use fastai for each of the four application areas that the framework explicitly supports: tabular data, text data (NLP), recommender systems, and vision data.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

11h20m

Language

English

About Book

Who Is This Book For?

This book is for data scientists, machine learning developers, and deep learning enthusiasts looking to explore the fastai framework using a recipe-based approach. Working knowledge of the Python programming language and machine learning basics is strongly recommended to get the most out of this deep learning book.

Book content

8 chapters 11h20m total length

Getting Started with fastai

Exploring and Cleaning Up Data with fastai

Training Models with Tabular Data

Training Models with Text Data

Training Recommender Systems

Training Models with Visual Data

Deployment and Model Maintenance

Extended fastai and Deployment Features

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