Machine Learning and Robotics: The Ultimate Guide to Master Machine Learning for Beginners with Tensorflow and Understand How to Build Artif
Language: English
Published by Albert Torres, 2021
- Hardcover
- Used
Seller: Ammareal, Morangis, FranceAmmareal
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Condition: Used - Fine
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Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Ammareal gives back up to 15% of this item's net price to charity organizations.
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- Title
- Machine Learning and Robotics: The Ultimate Guide to Master Machine Learning for Beginners with Tensorflow and Understand How to Build Artif
- Author
- unknown author
- Publisher
- Albert Torres
- Publication year
- 2021
- Condition
- Très bon
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1802673164
- ISBN 13
- 9781802673166
Are you looking for a complete guide of machine learning?
Your Customers Never Stop to Use this Complete Guide!
In this book, you will learn about the OpenAI Gym, used in reinforcement learning projects with several examples of the training platform provided out of the box. Machine Learning Math is the book most readers will want to have when starting to learn machine learning. This book is a reference, something you can keep coming back to hence suitable for newbies.
The book is perfect for all people who have a desire to study data science. Have you heard of machine learning being everywhere, and you intend to understand what it can do? Or are you familiar with applying the tools of machine learning, but you want to make sure you aren't missing any?
Having a little knowledge about mathematics, statistics, and probability would be helpful, but this book has been written in such a way that you will get most of this knowledge as you continue reading. You should not shy away from reading the book if you have no background in machine learning.
You will learn how to use reinforcement learning algorithms in other tasks, for example, the board game Go, and generating deep image classifiers. This will help you to get a comprehensive understanding of reinforcement learning and help you solve real-world problems. The most interesting part of this book is the asynchronous reinforcement learning framework. You will learn what the shortcomings of DQN are, and why DQN is challenging to apply in complex tasks. Then, you will learn how to apply the asynchronous reinforcement learning framework in the actor-critic method REINFORCE, which led us to the A3C algorithm.
You will learn four important things. The first one is how to implement games using gym and how to play games for relaxation and having fun. The second one is that you will learn how to preprocess data in reinforcement learning tasks such as in computer games. For practical machine learning applications, you will spend a great deal of time understanding and refining data, which affects the performance of an AI system a lot. The third one is the deep Q-learning algorithm. You will learn the intuition behind it, for example, why the replay memory is necessary, why the target network is needed, where the update rule comes from, and so on. The final one is that you will learn how to implement DQN using TensorFlow and how to visualize the training process.
The following is a glimpse of what you will find inside the book:
- Introduction to machine learning
- The best machine learning algorithms
- Regression (a problem of predicting a real-valued label) and classification( a problem of automatically assigning a label to unlabeled example-for example spam detection)
- Reinforcement learning
- Robotics
- Supervised and Unsupervised learning
- How to implement a convolutional neural network(usually used for images) in TensorFlow
- Deep Learning
- Data preparation and processing
- TensorFlow machine learning frameworks
- Neural Networks (a combination of linear and non-linear functions)
- Clustering(aims to group similar samples together)
Even if you have never studied Machine Learning before, you can learn it quickly.
Buy it NOW and let your customers get addicted to this awesome book!
"Synopsis" may belong to another edition of this title.
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English below. Ammareal est une librairie professionnelle spécialisée dans le livre d’occasion. Nous expédions partout dans le monde. Nous avons plus de 250 000 ouvrages en stock dont un grand nombre de livres techniques et académiques. Nous reversons jusqu’à 15% du prix de vente de chaque livre à des organisations caritatives, des bibliothèques et des associations luttant contre l’illettrisme. Ce que nous ne vendons pas nous le donnons, ce que nous ne donnons pas nous le recyclons. Ammareal is a professional bookseller speciliazed in used books. We ship worldwide. We have more than 250 000 books in stock, including a large number of technical and university-level books. We give back up to 15% of the price of each book to charities, libraries and organizations fighting in favor of literacy. What we do not sell, we give, what we do not give we recycle.…
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Ammareal is a professional bookseller speciliazed in used books. We ship worldwide. We have more than 250 000 books in stock, including a large number of technical and university-level books. We give back up to 15% of the price of each book to charities, libraries and organizations fighting in favor of literacy. What we do not sell, we give, what we do not give we recycle.
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