Introduction to Machine Learning with Python; Sarah Guido; 2016
Introduction to Machine Learning with Python; Sarah Guido; 2016

Introduction to Machine Learning with PythonUpplaga 1

av Sarah Guido

  • Upplaga: 1a upplagan
  • Utgiven: 2016
  • ISBN: 9781449369415
  • Sidor: 400 st
  • Förlag: O'Reilly Media
  • Format: Häftad
  • Språk: Engelska

Om boken

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

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Mer om Introduction to Machine Learning with Python (2016)

I oktober 2016 släpptes boken Introduction to Machine Learning with Python skriven av Sarah Guido. Det är den 1a upplagan av kursboken. Den är skriven på engelska och består av 400 sidor djupgående information om data. Förlaget bakom boken är O'Reilly Media.

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Referera till Introduction to Machine Learning with Python (Upplaga 1)

Harvard

Guido, S. (2016). Introduction to Machine Learning with Python. 1:a uppl. O’Reilly Media.

Oxford

Guido, Sarah, Introduction to Machine Learning with Python, 1 uppl. (O’Reilly Media, 2016).

APA

Guido, S. (2016). Introduction to Machine Learning with Python (1:a uppl.). O’Reilly Media.

Vancouver

Guido S. Introduction to Machine Learning with Python. 1:a uppl. O’Reilly Media; 2016.