Designing Machine Learning Systems with Python
โ Scribed by David Julian
- Publisher
- Packt Publishing
- Year
- 2016
- Tongue
- English
- Leaves
- 232
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
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.
โฆ Subjects
Machine Theory;AI & Machine Learning;Computer Science;Computers & Technology;Data Modeling & Design;Databases & Big Data;Computers & Technology;Python;Programming Languages;Computers & Technology;Reference;Almanacs & Yearbooks;Atlases & Maps;Careers;Catalogs & Directories;Consumer Guides;Dictionaries & Thesauruses;Encyclopedias & Subject Guides;English as a Second Language;Etiquette;Foreign Language Study & Reference;Genealogy;Quotations;Survival & Emergency Preparedness;Test Preparation;Words,
๐ SIMILAR VOLUMES
<p><b>Design efficient machine learning systems that give you more accurate results</b></p><h2>About This Book</h2><ul><li>Gain an understanding of the machine learning design process</li><li>Optimize machine learning systems for improved accuracy</li><li>Understand common programming tools and tech
<p><b>Design efficient machine learning systems that give you more accurate results</b></p><h2>About This Book</h2><ul><li>Gain an understanding of the machine learning design process</li><li>Optimize machine learning systems for improved accuracy</li><li>Understand common programming tools and tech
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
<p>Master the art of machine learning with Python and build effective machine learning systems with this intensive hands-on guide </p> <p><b>Overview</b></p> <ul> <li>Master Machine Learning using a broad set of Python libraries and start building your own Python-based ML systems.</li> <li>Covers cl
<p>Master the art of machine learning with Python and build effective machine learning systems with this intensive hands-on guide </p> <p><b>Overview</b></p> <ul> <li>Master Machine Learning using a broad set of Python libraries and start building your own Python-based ML systems.</li> <li>Covers cl