Introduction to Machine Learning with Python By Mueller Andreas C., Guido Sarah. PDF - Zeldatech

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Tuesday, 5 November 2019

Introduction to Machine Learning with Python By Mueller Andreas C., Guido Sarah. PDF

Download Book : Introduction to Machine Learning with Python By Mueller Andreas C., Guido Sarah. PDF




Informations about the book:


TitleIntroduction to Machine Learning with Python 

Author
Mueller Andreas C., Guido Sarah

Size: 25.2 MB

Format: PDF

Year: 2016

Pages: 340


Book Contents:


1. Introduction
2. Supervised Learning
3. Unsupervised Learning and Preprocessing
4. Summary of scikit-learn methods and usage
5. Representing Data and Engineering Features
6. Model evaluation and improvement
7. Algorithm Chains and Pipelines
8. Working with Text Data


Description:


Many Python developers are curious about what machine learning is and how it can be concretely applied to solve issues faced in businesses handling medium to large amount of data. Machine Learning with Python teaches you the basics of machine learning and provides a thorough hands-on understanding of the subject.You’ll learn important machine learning concepts and algorithms, when to use them, and how to use them. The book will cover a machine learning workflow: data preprocessing and working with data, training algorithms, evaluating results, and implementing those algorithms into a production-level system.


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