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Mastering Azure Machine Learning

Mastering Azure Machine Learning

by Christoph Korner, Kaijisse Waaijer

The increase being seen in data volume today requires distributed systems, powerful algorithms, and scalable cloud infrastructure to compute insights and train and deploy machine learning (ML) models. This book will help you improve your knowledge of building ML models using Azure and end-to-end ML pipelines on the cloud.The book starts with an overview of an end-to-end ML project and a guide on how to choo...

Price:  $44.75  |  Publisher:  Packt Publishing  |  Release:  2020

Hands-On Machine Learning with C++

Hands-On Machine Learning with C++

by Kirill Kolodiazhnyi

C++ can make your machine learning models run faster and more efficiently. This handy guide will help you learn the fundamentals of machine learning (ML), showing you how to use C++ libraries to get the most out of your data. This book makes machine learning with C++ for beginners easy with its example-based approach, demonstrating how to implement supervised and unsupervised ML algorithms through real-worl...

Price:  $48.95  |  Publisher:  Packt Publishing  |  Release:  2020

Mastering Machine Learning Algorithms, 2nd Edition

Mastering Machine Learning Algorithms, 2nd Edition

by Giuseppe Bonaccorso

Mastering Machine Learning Algorithms, 2nd Edition helps you harness the real power of machine learning algorithms in order to implement smarter ways of meeting today's overwhelming data needs. This newly updated and revised guide will help you master algorithms used widely in semi-supervised learning, reinforcement learning, supervised learning, and unsupervised learning domains.You will use all the modern...

Price:  $40.49  |  Publisher:  Packt Publishing  |  Release:  2020

Introducing Machine Learning

Introducing Machine Learning

by Dino Esposito, Francesco Esposito

Machine learning offers immense opportunities, and Introducing Machine Learning delivers practical knowledge to make the most of them. Dino and Francesco Esposito start with a quick overview of the foundations of artificial intelligence and the basic steps of any machine learning project. Next, they introduce Microsoft's powerful ML.NET library, including capabilities for data processing, training, and eval...

Price:  $33.71  |  Publisher:  Microsoft Press  |  Release:  2020

Interpretable Machine Learning

FREE EBOOK - Interpretable Machine Learning

by Christoph Molnar

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining indiv...

Price:  $47.62  |  Publisher:  Leanpub  |  Release:  2020

Practical Machine Learning with Rust

Practical Machine Learning with Rust

by Joydeep Bhattacharjee

Explore machine learning in Rust and learn about the intricacies of creating machine learning applications. This book begins by covering the important concepts of machine learning such as supervised, unsupervised, and reinforcement learning, and the basics of Rust. Further, you'll dive into the more specific fields of machine learning, such as computer vision and natural language processing, and look at the...

Price:  $19.21  |  Publisher:  Apress  |  Release:  2020

IoT Machine Learning Applications in Telecom, Energy, and Agriculture

IoT Machine Learning Applications in Telecom, Energy, and Agriculture

by Puneet Mathur

Apply machine learning using the Internet of Things (IoT) in the agriculture, telecom, and energy domains with case studies. This book begins by covering how to set up the software and hardware components including the various sensors to implement the case studies in Python. The case study section starts with an examination of call drop with IoT in the telecoms industry, followed by a case study on energy a...

Price:  $34.99  |  Publisher:  Apress  |  Release:  2020

Learn TensorFlow 2.0

Learn TensorFlow 2.0

by Pramod Singh, Avinash Manure

Learn how to use TensorFlow 2.0 to build machine learning and deep learning models with complete examples.The book begins with introducing TensorFlow 2.0 framework and the major changes from its last release. Next, it focuses on building Supervised Machine Learning models using TensorFlow 2.0. It also demonstrates how to build models using customer estimators. Further, it explains how to use TensorFlow 2.0 ...

Price:  $26.06  |  Publisher:  Apress  |  Release:  2020

Practical Rust Projects

Practical Rust Projects

by Shing Lyu

Go beyond the basics and build complete applications using the Rust programming language. The applications in this book include a high-performance web client, a microcontroller (for a robot, for example), a game, an app that runs on Android, and an application that incorporates AI and machine learning. Each chapter will be organized in the following format: what this kind of application looks like; requirem...

Price:  $24.25  |  Publisher:  Apress  |  Release:  2020

Next-Generation Machine Learning with Spark

Next-Generation Machine Learning with Spark

by Butch Quinto

Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications.The past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry.Next-Generation Machine Learning with Spark provides a gentle introduction to Spark and Spark...

Price:  $26.41  |  Publisher:  Apress  |  Release:  2020

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