Book

TensorFlow Deep Learning Projects

This book is your guide to master deep learning with TensorFlow, with the help of 10 real-world projects. You will train high-performance models in TensorFlow to generate captions for images automatically, predict stocks' performance, create intelligent chatbots, perform large-scale text classification, develop recommendation systems, and more.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

10h40m

Language

English

About Book

Who Is This Book For?

This book is for data scientists, machine learning developers as well as deep learning practitioners, who want to build interesting deep learning projects that leverage the power of Tensorflow. Some understanding of machine learning and deep learning, and familiarity with the TensorFlow framework is all you need to get started with this book.

Book content

chapters 10h40m total length

Recognizing traffic signs using Convnets

Annotating Images with Object Detection API

Caption generation for images

Building GANs for Conditional Image Creation

Stock Price Prediction with LSTM

Create & Train Machine Translation Systems

Train and set up a Chatbot, able to discuss like a human

Detecting Duplicate Quora Questions

Building a TensorFlow Recommender Systems

Video Games by Reinforcement learning

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