Kniha Building Machine Learning Systems with Python - Willi Richert

Building Machine Learning Systems with Python -

Autor: Willi Richert
Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 087
Get more from your data with the power of Python machine learning systemsKey Features:Build your own...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2015
Stránek
326
EAN
9781784392772
ISBN
9781784392772
Enbook ID
03202689
Hmotnost
602
Rozměry
235 x 193 x 20

Kompletní popis

Get more from your data with the power of Python machine learning systems


Key Features:

  • Build your own Python-based machine learning systems tailored to solve any problem
  • Discover how Python offers a multiple context solution for create machine learning systems
  • Practical scenarios using the key Python machine learning libraries to successfully implement in your projects


Book Description:

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 learning libraries you can focus on the task at hand while being able to quickly try out many ideas.


This book shows you exactly how to find patterns in your raw data. You will start by brushing up on your Python machine learning knowledge and introducing libraries. You'll quickly get to grips with serious, real-world projects on datasets, using modeling, creating recommendation systems. Later on, the book covers advanced topics such as topic modeling, basket analysis, and cloud computing. These will extend your abilities and enable you to create large complex systems.


With this book, you gain the tools and understanding required to build your own systems, tailored to solve your real-world data analysis problems.


What You Will Learn:

  • Build a classification system that can be applied to text, images, or sounds
  • Use NumPy, SciPy, scikit-learn - scientific Python open source libraries for scientific computing and machine learning
  • Explore the mahotas library for image processing and computer vision
  • Build a topic model for the whole of Wikipedia
  • Employ Amazon Web Services to run analysis on the cloud
  • Debug machine learning problems
  • Get to grips with recommendations using basket analysis
  • Recommend products to users based on past purchases


Who this book is for:


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