Machine Learning with Python for Everyone (Addison-Wesley Data

Machine Learning with Python for Everyone (Addison-Wesley Data & Analytics Series)
The Complete Beginnerâ€™s Guide to Understanding and Building Machine Learning Systems with Python

Machine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if youâ€™re an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Principal instructor Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning.

Mark begins by discussing machine learning and what it can do; introducing key mathematical and computational topics in an approachable manner; and walking you through the first steps in building, training, and evaluating learning systems. Step by step, youâ€™ll fill out the components of a practical learning system, broaden your toolbox, and explore some of the fieldâ€™s most sophisticated and exciting techniques. Whether youâ€™re a student, analyst, scientist, or hobbyist, this guideâ€™s insights will be applicable to every learning system you ever build or use.
- Understand machine learning algorithms, models, and core machine learning concepts
- Classify examples with classifiers, and quantify examples with regressors
- Realistically assess performance of machine learning systems
- Use feature engineering to smooth rough data into useful forms
- Chain multiple components into one system and tune its performance
- Apply machine learning techniques to images and text
- Connect the core concepts to neural networks and graphical models
- Leverage the Python scikit-learn library and other powerful tools
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Country USA
Brand Addison Wesley
Manufacturer Addison-Wesley Professional
Binding Paperback
ItemPartNumber 9780134845623
UnitCount 1
EANs 9780134845623
ReleaseDate 0000-00-00

Country	USA
Brand	Addison Wesley
Manufacturer	Addison-Wesley Professional
Binding	Paperback
ItemPartNumber	9780134845623
UnitCount	1
EANs	9780134845623
ReleaseDate	0000-00-00

Machine Learning with Python for Everyone (Addison-Wesley Data & Analytics Series)

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