{"product_id":"practical-machine-learning-in-r","title":"Practical Machine Learning in R","description":"\u003cp\u003e\u003cb\u003eINTRODUCING MACHINE LEARNING THROUGH THE INTUITIVE R PROGRAMMING LANGUAGE\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eMachine learning and data analytics have emerged as important avenues of value creation. Through machine learning, you can discover hidden patterns in data, leading to new ideas and understandings that might remain unknown without this powerful technique. \u003ci\u003ePractical Machine Learning in R\u003c\/i\u003e offers a hands-on introduction to working with large datasets using the R programming language, which is simple to understand and was built specifically for statistical analysis. Even if you have no prior coding experience, this book will show you how data scientists put machine learning into practice to generate business insights, solid predictions, and better decisions. \u003c\/p\u003e\u003cp\u003eUnlike other books on the topic, \u003ci\u003ePractical Machine Learning in R\u003c\/i\u003e provides both a conceptual and technical introduction to machine learning. Examples and exercises use the R programming language and the latest data analytics tools, so you can get started without getting bogged down by advanced mathematics. With this book, machine learning techniques—from logistic regression to association rules and clustering—are within reach. \u003c\/p\u003e\u003cp\u003eThe only book to integrate an intuitive introduction to machine learning with step-by-step technical applications, \u003ci\u003ePractical Machine Learning in R\u003c\/i\u003e shows you how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eConceptualize the different types of machine learning\u003c\/li\u003e \u003cli\u003eDiscover patterns that exist within large datasets\u003c\/li\u003e \u003cli\u003eBegin writing and executing R scripts with RStudio\u003c\/li\u003e \u003cli\u003eUse R with Tidyverse to manage and visualize data\u003c\/li\u003e \u003cli\u003eApply core statistical techniques like logistic regression and Naïve Bayes\u003c\/li\u003e \u003cli\u003eEvaluate and improve upon machine learning models\u003c\/li\u003e \u003c\/ul\u003e","brand":"Mike Chapple","offers":[{"title":"Default Title","offer_id":42860042911805,"sku":"9781119591511","price":59.36,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9781119591511_577cb82f-0252-4f70-bfe0-1b3bcb203bc0.jpg?v=1767073732","url":"https:\/\/www.palmleaf.com.au\/products\/practical-machine-learning-in-r","provider":"Palmleaf","version":"1.0","type":"link"}