The TensorFlow Workshop
This Workshop will teach you how to build deep learning models from scratch using real-world datasets with the TensorFlow framework. You will gain the knowledge you need to process a variety of data types, perform tensor computations, and understand the different layers in a deep learning model.
Offered by
Difficulty Level
Intermediate
Completion Time
20h
Language
English
About Book
Who Is This Book For?
This TensorFlow book is for anyone who wants to develop their understanding of deep learning and get started building neural networks with TensorFlow. Basic knowledge of Python programming and its libraries, as well as a general understanding of the fundamentals of data science and machine learning, will help you grasp the topics covered in this book more easily.
The TensorFlow Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 20h total length
Introduction to Machine Learning with TensorFlow
Loading and Processing Data
TensorFlow Development
Regression and Classification Models
Classification Models
Regularization and Hyperparameter Tuning
Convolutional Neural Networks
Pre-Trained Networks
Recurrent Neural Networks
Custom TensorFlow Components
Generative Models
Related Resources
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