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Introduction to Machine Learning with Python: A Guide for Data Scientists


Blowout Sale! Save 52% on the Introduction to Machine Learning with Python: A Guide for Data Scientists by O'Reilly Media at EMS Linux. MPN: 41752453. Hurry! Limited time offer. Offer valid only while supplies last. Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large


Product Description

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 Müller 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

Additional Information

Manufacturer:O'Reilly Media
Part Number:41752453
Publisher:O'Reilly Media
Studio:O'Reilly Media
MPN:41752453
EAN:9781449369415
Item Weight:0 pounds
Item Size:0.81 x 9.17 x 9.17 inches
Package Weight:1.51 pounds
Package Size:7.01 x 0.91 x 0.91 inches

Introduction to Machine Learning with Python: A Guide for Data Scientists by O'Reilly Media

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Introduction to Machine Learning with Python: A Guide for Data Scientists

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