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.
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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.
TensorFlow Deep Learning Projects
- About Book
- Who Is This Book For?
- Book Content
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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