Introduction to Machine Learning with Python is popular PDF and ePub book, written by Andreas C. Müller in 2016-09-26, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Introduction to Machine Learning with Python can be Read Online from any device for your convenience.
Introduction to Machine Learning with Python Book PDF Summary
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
Detail Book of Introduction to Machine Learning with Python PDF
- Author : Andreas C. Müller
- Release : 26 September 2016
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781449369897
- Genre : Computers
- Total Page : 400 pages
- Language : English
- PDF File Size : 17,9 Mb
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