{"product_id":"mastering-machine-learning-with-r-second-edition-advanced-prediction-algorithms-and-learning-methods-with-r-3-x-9781787287471","title":"Mastering Machine Learning with R - Second Edition: Advanced prediction, algorithms, and learning methods with R 3.x","description":"\u003cp\u003e • Author(s): Cory Lesmeister\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eMaster machine learning techniques with R to deliver insights in complex projects\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand and apply machine learning methods using an extensive set of R packages such as XGBOOST\u003c\/li\u003e\n\u003cli\u003eUnderstand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\u003c\/li\u003e\n\u003cli\u003eImplement advanced concepts in machine learning with this example-rich guide\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eYou 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.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWith 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.\u003c\/p\u003e\u003cp\u003e \u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGain deep insights into the application of machine learning tools in the industry\u003c\/li\u003e\n\u003cli\u003eManipulate data in R efficiently to prepare it for analysis\u003c\/li\u003e\n\u003cli\u003eMaster the skill of recognizing techniques for effective visualization of data\u003c\/li\u003e\n\u003cli\u003eUnderstand why and how to create test and training data sets for analysis\u003c\/li\u003e\n\u003cli\u003eMaster fundamental learning methods such as linear and logistic regression\u003c\/li\u003e\n\u003cli\u003eComprehend advanced learning methods such as support vector machines\u003c\/li\u003e\n\u003cli\u003eLearn how to use R in a cloud service such as Amazon\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46475402379415,"sku":"9781787287471","price":5415.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781787287471.jpg?v=1766273739","url":"https:\/\/atlanticbooks.com\/products\/mastering-machine-learning-with-r-second-edition-advanced-prediction-algorithms-and-learning-methods-with-r-3-x-9781787287471","provider":"Atlantic Books","version":"1.0","type":"link"}