TensorFlow Machine Learning Projects
This book will show you how to take advantage of TensorFlow’s most appealing features - simplicity, efficiency, and flexibility - in various scenarios. You will gain cutting-edge insights into using TensorFlow’s offerings for your problems and learn practical hacks to successfully implement real-world machine learning projects.
Offered by
Difficulty Level
Intermediate
Completion Time
10h44m
Language
English
About Book
Who Is This Book For?
TensorFlow Machine Learning Projects is for you if you are a data analyst, data scientist, machine learning professional, or deep learning enthusiast with basic knowledge of TensorFlow. This book is also for you if you want to build end-to-end projects in the machine learning domain using supervised, unsupervised, and reinforcement learning techniques
TensorFlow Machine Learning Projects
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 10h44m total length
Overview of Tensorflow and Machine Learning
Using Machine Learning to detect exoplanets in outer space
Sentiment Analysis in your browser using Tensorflow.js
Digit Classification using Tensorflow Lite
Speech to text and topic extraction using NLP
Predicting Stock Prices using Gaussian Process Regression
Credit Card Fraud Detection using Autoencoders
Generating Uncertainty in Traffic Signs Classifier using Bayesian Neural Networks
Generating Matching Shoe Bags from Shoe Images Using DiscoGANs
Classifying Clothing Images using Capsule Networks
Making Quality Product Recommendations Using TensorFlow
Object detection at a large scale with Tensorflow
Generating Book Scripts Using LSTMs
Playing Pacman using Deep Reinforcement Learning
What is next?
Related Resources
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