Introduction to Machine Learning with Python (häftad)
Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
392
Utgivningsdatum
2016-10-07
Upplaga
1
Förlag
O'Reilly Media, Inc, USA
Illustrationer
black & white illustrations
Dimensioner
231 x 175 x 18 mm
Vikt
590 g
Antal komponenter
1
Komponenter
,
ISBN
9781449369415
Introduction to Machine Learning with Python (häftad)

Introduction to Machine Learning with Python

A Guide for Data Scientists

(1 röst)
Häftad Engelska, 2016-10-07
490
  • Skickas inom 7-10 vardagar.
  • Gratis frakt inom Sverige över 159 kr för privatpersoner.
Finns även som
Visa alla 2 format & utgåvor
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. With this book, you'll learn: Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data aspects to focus on Advanced methods for model evaluation and parameter tuning The concept of pipelines for chaining models and encapsulating your workflow Methods for working with text data, including text-specific processing techniques Suggestions for improving your machine learning and data science skills
Visa hela texten

Passar bra ihop

  1. Introduction to Machine Learning with Python
  2. +
  3. Learning Python

De som köpt den här boken har ofta också köpt Learning Python av Mark Lutz (häftad).

Köp båda 2 för 1029 kr

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Fler böcker av författarna

  • Einführung in Machine Learning mit Python

    Andreas C Müller, Sarah Guido

    Machine Learning ist zu einem wichtigen Bestandteil vieler kommerzieller Anwendungen und Forschungsprojekte geworden, von der medizinischen Diagnostik bis hin zur Suche nach Freunden in sozialen Netzwerken. Um Machine- Learning-Anwendungen zu entw...

Övrig information

Andreas Muller received his PhD in machine learning from the University of Bonn. After working as a machine learning researcher on computer vision applications at Amazon for a year, he recently joined the Center for Data Science at the New York University. In the last four years, he has been maintainer and one of the core contributor of scikit-learn, a machine learning toolkit widely used in industry and academia, and author and contributor to several other widely used machine learning packages. His mission is to create open tools to lower the barrier of entry for machine learning applications, promote reproducible science and democratize the access to high-quality machine learning algorithms. Sarah is a data scientist who has spent a lot of time working in start-ups. She loves Python, machine learning, large quantities of data, and the tech world. She is an accomplished conference speaker, currently resides in New York City, and attended the University of Michigan for grad school.