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Mastering Machine Learning With scikit-learn free ebook download

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Databases

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Catalogue

Author(s):	Gavin Hackeling

Date:	2014-11-10	Format:	epub	Language:	English	ISBN/ASIN:	1783988363
Pages:	238	OCR:		Quality:		ISBN13:	9781783988365
Uploader:	eternal	Upload Date:	3/29/2016 7:55:11 PM

To download click on link in the Links Table below

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Apply effective learning algorithms to real-world problems using scikit-learn
About This Book

Design and troubleshoot machine learning systems for common tasks including regression, classification, and clustering
Acquaint yourself with popular machine learning algorithms, including decision trees, logistic regression, and support vector machines
A practical example-based guide to help you gain expertise in implementing and evaluating machine learning systems using scikit-learn
Who This Book Is For

If you are a software developer who wants to learn how machine learning models work and how to apply them effectively, this book is for you. Familiarity with machine learning fundamentals and Python will be helpful, but is not essential.

What You Will Learn

Review fundamental concepts including supervised and unsupervised experiences, common tasks, and performance metrics
Predict the values of continuous variables using linear regression
Create representations of documents and images that can be used in machine learning models
Categorize documents and text messages using logistic regression and support vector machines
Classify images by their subjects
Discover hidden structures in data using clustering and visualize complex data using decomposition
Evaluate the performance of machine learning systems in common tasks
Diagnose and redress problems with models due to bias and variance

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
1643711	Book	http://tezfiles.com/file/39d9444ab17a2...		6.00	eternal
1972660	Book	https://k2s.cc/file/33f1e8f7c1cc6/178398...		0.00	gestalt

Tags: Learning Machine Mastering scikit-learn

Title	Link	Password	Size	Reason

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Mastering Machine Learning With scikit-learn free ebook download

Category: Databases

Description: Click to see full description

Category:
Databases