Download EBOOK Machine Learning in Action PDF for free

Download EBOOK Machine Learning in Action PDF for free Category: Computing
The author of the book: Peter Harrington
Format files: PDF, EPUB, TXT, DOCX
The size of the: 298 KB
Language: English
ISBN-13: 9781617290183
Edition: Manning Publications
Date of issue: 19 April 2012

Description of the book "Machine Learning in Action":

Summary "Machine Learning in Action" is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed PDF by many. "Machine Learning in Action" is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print ePub book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's InsideA no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and AdaboosTable of ContentsPART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naive Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled PDF items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce

Download EBOOK Machine Learning in Action PDF for free

Reviews of the Machine Learning in Action

To date about the ebook we have now Machine Learning in Action feedback people never have however still left their own review of the overall game, or otherwise not make out the print yet. However, when you have previously see this book and you're simply wanting to help to make their particular studies convincingly ask you to spend time to exit a critique on our website (we are able to post equally bad and the good opinions). In other words, "freedom associated with speech" All of us completely supported. Your comments to book Machine Learning in Action - some other audience can determine in regards to e-book. This sort of guidance is likely to make us all additional U . s .!

Peter Harrington

Sadly, at the moment we do not have any information regarding the particular artisan Peter Harrington. On the other hand, we may get pleasure from for those who have almost any details about the idea, and are able to provide this. Send out that to us! The ways to access all of the check out, and when every detail usually are correct, we are going to publish on the internet site. It's very important for all of us that all true in relation to Peter Harrington. All of us thank you upfront to be ready to go to meet up with us!

Download EBOOK Machine Learning in Action PDF for free

Download EBOOK Machine Learning in Action for free

Download PDF: machine-learning-in-action.pdf Download Machine Learning in Action PDF
Download ePUB: machine-learning-in-action.epub Download Machine Learning in Action ePUB
Download TXT: machine-learning-in-action.txt Download Machine Learning in Action TXT
Download DOCX: machine-learning-in-action.docx Download Machine Learning in Action DOCX

Leave a Comment Machine Learning in Action