Go Machine Learning Projects

Eight projects demonstrating end-to-end machine learning and predictive analytics applications in Go



Bookstore > Books > Go Machine Learning Projects

Price$37.34 - $56.00
Rating
AuthorXuanyi Chew
PublisherPackt Publishing
Published2018
Pages348
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101788993403
ISBN-139781788993401
EBook Hardcover Paperback

Go is the perfect language for machine learning; it helps to clearly describe complex algorithms, and also helps developers to understand how to run efficient optimized code. This book will teach you how to implement machine learning in Go to make programs that are easy to deploy and code that is not only easy to understand and debug, but also to have its performance measured.

The book begins by guiding you through setting up your machine learning environment with Go libraries and capabilities. You will then plunge into regression analysis of a real-life house pricing dataset and build a classification model in Go to classify emails as spam or ham. Using Gonum, Gorgonia, and STL, you will explore time series analysis along with decomposition and clean up your personal Twitter timeline by clustering tweets. In addition to this, you will learn how to recognize handwriting using neural networks and convolutional neural networks. Lastly, you'll learn how to choose the most appropriate machine learning algorithms to use for your projects with the help of a facial detection project.

By the end of this book, you will have developed a solid machine learning mindset, a strong hold on the powerful Go toolkit, and a sound understanding of the practical implementations of machine learning algorithms in real-world projects.





Similar Books


C# Machine Learning Projects

C# Machine Learning Projects

by Yoon Hyup Hwang

Machine learning is applied in almost all kinds of real-world surroundings and industries, right from medicine to advertising; from finance to scientifc research. This book will help you learn how to choose a model for your problem, how to evaluate the performance of your models, and how you can use C# to build machine learning models for...

Price:  $41.63  |  Publisher:  Packt Publishing  |  Release:  2018

TensorFlow Machine Learning Projects

TensorFlow Machine Learning Projects

by Ankit Jain, Armando Fandango, Amita Kapoor

TensorFlow has transformed the way machine learning is perceived. TensorFlow Machine Learning Projects teaches you how to exploit the benefits - simplicity, efficiency, and flexibility - of using TensorFlow in various real-world projects. With the help of this book, you'll not only learn how to build advanced projects using different...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2018

TensorFlow Machine Learning Cookbook, 2nd Edition

TensorFlow Machine Learning Cookbook, 2nd Edition

by Nick McClure

TensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and allow you to dig deeper and gain more insights into your data than ever before.With the help of this book, you will work with recipes for training models, model...

Price:  $34.92  |  Publisher:  Packt Publishing  |  Release:  2018

Machine Learning on Kubernetes

Machine Learning on Kubernetes

by Faisal Masood, Ross Brigoli

MLOps is an emerging field that aims to bring repeatability, automation, and standardization of the software engineering domain to data science and machine learning engineering. By implementing MLOps with Kubernetes, data scientists, IT professionals, and data engineers can collaborate and build machine learning solutions that deliver bus...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Python Machine Learning Projects

Python Machine Learning Projects

by Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan

As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the d...

Publisher:  DigitalOcean  |  Release:  2019

Machine Learning Projects for .NET Developers

Machine Learning Projects for .NET Developers

by Mathias Brandewinder

Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-world problems. You'll code each project in the familiar setting of Visual Studio, while the machine learning logic uses F#, a language...

Price:  $49.99  |  Publisher:  Apress  |  Release:  2015

Machine Learning with AWS

Machine Learning with AWS

by Jeffrey Jackovich, Ruze Richards

Machine Learning with AWS is the right place to start if you are a beginner interested in learning useful artificial intelligence (AI) and machine learning skills using Amazon Web Services (AWS), the most popular and powerful cloud platform. You will learn how to use AWS to transform your projects into apps that work at high speed and are...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2018

Practical Machine Learning for Computer Vision

Practical Machine Learning for Computer Vision

by Valliappa Lakshmanan, Martin Görner, Ryan Gillard

This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a gr...

Price:  $59.54  |  Publisher:  O'Reilly Media  |  Release:  2021