Designing Machine Learning Systems with Python

Design efficient machine learning systems that give you more accurate results



Bookstore > Books > Designing Machine Learning Systems with Python

Price$34.99 - $55.94
Rating
AuthorDavid Julian
PublisherPackt Publishing
Published2016
Pages232
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101785882953
ISBN-139781785882951
EBook Hardcover Paperback

Machine learning is one of the fastest growing trends in modern computing. It has applications in a wide range of fields, including economics, the natural sciences, web development, and business modeling. In order to harness the power of these systems, it is essential that the practitioner develops a solid understanding of the underlying design principles.

There are many reasons why machine learning models may not give accurate results. By looking at these systems from a design perspective, we gain a deeper understanding of the underlying algorithms and the optimisational methods that are available. This book will give you a solid foundation in the machine learning design process, and enable you to build customised machine learning models to solve unique problems. You may already know about, or have worked with, some of the off-the-shelf machine learning models for solving common problems such as spam detection or movie classification, but to begin solving more complex problems, it is important to adapt these models to your own specific needs. This book will give you this understanding and more.


  1. (2 books)



4 5 5

Similar Books


Building Machine Learning Systems with Python, 2nd Edition

Building Machine Learning Systems with Python, 2nd Edition

by Luis Pedro Coelho, Willi Richert

Using machine learning to gain deeper insights from data is a key skill required by modern application developers and analysts alike. Python is a wonderful language to develop machine learning applications. As a dynamic language, it allows for fast exploration and experimentation. With its excellent collection of open source machine learn...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2015

Building Machine Learning Systems with Python, 3rd Edition

Building Machine Learning Systems with Python, 3rd Edition

by Luis Pedro Coelho, Willi Richert, Matthieu Brucher

Machine learning allows systems to learn things without being explicitly programmed to do so. Python is one of the most popular languages used to develop machine learning applications, which take advantage of its extensive library support. This third edition of Building Machine Learning Systems with Python addresses recent developments in...

Price:  $39.99  |  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:  $27.99  |  Publisher:  Packt Publishing  |  Release:  2018

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:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

Python Machine Learning, 3rd Edition

Python Machine Learning, 3rd Edition

by Sebastian Raschka, Vahid Mirjalili

Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and working examples, the book covers all the esse...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2019

Deep Learning with TensorFlow, 2nd Edition

Deep Learning with TensorFlow, 2nd Edition

by Giancarlo Zaccone, Md. Rezaul Karim

Deep learning is a branch of machine learning algorithms based on learning multiple levels of abstraction. Neural networks, which are at the core of deep learning, are being used in predictive analytics, computer vision, natural language processing, time series forecasting, and to perform a myriad of other complex tasks.This book is conce...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

F# for Machine Learning Essentials

F# for Machine Learning Essentials

by Sudipta Mukherjee

The F# functional programming language enables developers to write simple code to solve complex problems. With F#, developers create consistent and predictable programs that are easier to test and reuse, simpler to parallelize, and are less prone to bugs.If you want to learn how to use F# to build machine learning systems, then this is th...

Price:  $31.99  |  Publisher:  Packt Publishing  |  Release:  2016

Hands-On Automated Machine Learning

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak

AutoML is designed to automate parts of Machine Learning. Readily available AutoML tools are making data science practitioners' work easy and are received well in the advanced analytics community. Automated Machine Learning covers the necessary foundation needed to create automated machine learning modules and helps you get up to speed wi...

Price:  $31.99  |  Publisher:  Packt Publishing  |  Release:  2018