Name: Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X
Price: 67.67 EUR
Availability: InStock
Author: Cory Lesmeister
ISBN: 9781787287471

portada Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X

Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X

Type

Physical Book

Publisher

Packt Publishing

Author

Cory Lesmeister

Language

English

Pages

420

Format

Paperback

ISBN13

9781787287471

Edition No.

Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X

Cory Lesmeister (Author) · Packt Publishing · Paperback

New Book Imported to Netherlands

Delivery: 20 Aug - 24 Aug

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Synopsis "Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X"

Master machine learning techniques with R to deliver insights in complex projectsKey FeaturesUnderstand and apply machine learning methods using an extensive set of R packages such as XGBOOSTUnderstand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised LearningImplement advanced concepts in machine learning with this example-rich guideBook DescriptionThis book will teach you advanced techniques in machine learning with the latest code in R 3.3.2. You will delve into statistical learning theory and supervised learning; design efficient algorithms; learn about creating Recommendation Engines; use multi-class classification and deep learning; and more.You will explore, in depth, topics such as data mining, classification, clustering, regression, predictive modeling, anomaly detection, boosted trees with XGBOOST, and more. More than just knowing the outcome, you'll understand how these concepts work and what they do.With a slow learning curve on topics such as neural networks, you will explore deep learning, and more. By the end of this book, you will be able to perform machine learning with R in the cloud using AWS in various scenarios with different datasets. What you will learnGain deep insights into the application of machine learning tools in the industryManipulate data in R efficiently to prepare it for analysisMaster the skill of recognizing techniques for effective visualization of dataUnderstand why and how to create test and training data sets for analysisMaster fundamental learning methods such as linear and logistic regressionComprehend advanced learning methods such as support vector machinesLearn how to use R in a cloud service such as AmazonWho this book is for: This book is for data science professionals, data analysts, or anyone with a working knowledge of machine learning, with R who now want to take their skills to the next level and become an expert in the field.

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Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X - Cory Lesmeister

Synopsis "Mastering Machine Learning With r - Second Edition: Advanced Prediction, Algorithms, and Learning Methods With r 3. X"

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