Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Designing Machine Learning Systems with Python

Buy

Design efficient machine learning systems that give you more accurate results

About This Book

  • Gain an understanding of the machine learning design process
  • Optimize machine learning systems for improved accuracy
  • Understand common programming tools and techniques for machine learning
  • Develop techniques and strategies for dealing with large amounts of data from a variety of sources
  • Build models to solve unique tasks

Who This Book Is For

This book is for data scientists, scientists, or just the curious. To get the most out of this book, you will need to know some linear algebra and some Python, and have a basic knowledge of machine learning concepts.

What You Will Learn

  • Gain an understanding of the machine learning design process
  • Optimize the error function of your machine learning system
  • Understand the common programming patterns used in machine learning
  • Discover optimizing techniques that will help you get the most from your data
  • Find out how to design models uniquely suited to your task

In Detail

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.

Style and approach

This easy-to-follow, step-by-step guide covers the most important machine learning models and techniques from a design perspective.

(HTML tags aren't allowed.)

Coding Freedom: The Ethics and Aesthetics of Hacking
Coding Freedom: The Ethics and Aesthetics of Hacking

Who are computer hackers? What is free software? And what does the emergence of a community dedicated to the production of free and open source software--and to hacking as a technical, aesthetic, and moral project--reveal about the values of contemporary liberalism? Exploring the rise and political significance of the free and open source...

Juniper(r) Networks Secure Access SSL VPN Configuration Guide
Juniper(r) Networks Secure Access SSL VPN Configuration Guide
Juniper Networks Secure Access SSL VPN appliances provide a complete range of remote access appliances for the smallest companies up to the largest service providers. As a system administrator or security professional, this comprehensive configuration guide will allow you to configure these appliances to allow remote and mobile access for...
CISSP Training Kit
CISSP Training Kit

Your 2-in-1 Self-Paced Training Kit

EXAM PREP GUIDE

Ace your preparation for Certified Information Systems Security Professional (CISSP) Exam. Work at your own pace through a series of lessons and reviews that fully cover each exam objective. Then, reinforce what you’ve learned by applying
...


Visual C++(r).NET Developer's Guide
Visual C++(r).NET Developer's Guide
This is the hard-core resource for serious developers. Coverage includes ADO, ADO+, Acrive Directory, Security, trheads, attributed programming, ATL, web forms, and a complete overview of integration with the .NET platform....
COX-2 Blockade in Cancer Prevention and Therapy (Cancer Drug Discovery and Development)
COX-2 Blockade in Cancer Prevention and Therapy (Cancer Drug Discovery and Development)

The revelation that aspirin and aspirin-like compounds have notable antineoplastic properties has revolutionized cancer research. COX-2 Blockade in Cancer Prevention and Therapy chronicles the evidence and presents exciting new opportunities for the use of cyclooxygenase-2 (COX-2) blockade in the prevention and treatment of cancer. The text...

Excel 2007 For Dummies Quick Reference (Computer/Tech)
Excel 2007 For Dummies Quick Reference (Computer/Tech)
Fast answers to frequently asked questions

Excel 2007 essentials at your fingertips!

If you like your answers quick and your information up-to-date, look no further. With this concise, superbly organized reference, you'll quickly find just what you need to know about navigating the new...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy