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Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition

Book Specification

Binding Paperback
Language English
Number Of Pages 354
Author Cory Lesmeister
Publisher Packt Publishing Limited
Isbn-10 1789618002
Isbn-13 9781789618006
Dimension 19.05*2.03*23.5

Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition

Cory Lesmeister's Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applications Key Features Build independent machine learning (ML) Systems leveraging the best features of R 3.5 Understand and apply different machine learning techniques using real-world examples Use methods such as multi-class classification, regression, and clustering Book DescriptionGiven the growing popularity of the R-zerocost statistical Programming environment, there has never been a better Time to start applying ML to your data. This book will teach you advanced techniques in ML ,using? the latest code in R 3.5. You will delve into various complex features of supervised learning, unsupervised learning, and reinforcement learning Algorithms to Design efficient and powerful ML models. This newly updated edition is packed with fresh examples covering a range of tasks from different domains. Mastering Machine Learning with R starts by showing you how to quickly manipulate data and prepare it for analysis. You will explore simple and complex Models and understand how to compare them. You'll also learn to use the latest library support, such as TensorFlow and Keras-R, for performing advanced computations. Additionally, you'll explore complex topics, such as natural language processing (NLP), Time series analysis, and clustering, which will further refine your skills in developing applications. Each chapter will help you implement advanced ML Algorithms using real-world examples. You'll even be introduced to reinforcement learning, along with its various use cases and models. In the concluding chapters, you'll get a glimpse into how some of these blackbox Models can be diagnosed and understood. By the end of this book, you'll be equipped with the skills to deploy ML techniques in your own projects or at work. What you will learn Prepare data for machine learning methods with ease Understand how to write production-ready code and package it for use Produce simple and effective data visualizations for improved insights Master advanced methods, such as Boosted Trees and deep neural networks Use natural language processing to extract insights in relation to text Implement tree-based classifiers, including Random Forest and Boosted Tree Who this book is forThis book is for data Science professionals, machine learning engineers, or anyone who is looking for the ideal guide to help them implement advanced machine learning algorithms. The book will help you take your skills to the next level and advance further in this field. Working knowledge of machine learning with R is mandatory.
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Amazon, Paperback Rs. 989.0

Why you should read Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition by Cory Lesmeister

This book has been written by Cory Lesmeister, who has written books like Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition,Mastering Machine Learning with R. The books are written in Computer Science category. This book is read by people who are interested in reading books in category : Computer Science. So, if you want to explore books similar to This book, you must read and buy this book.

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Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition Paperback English
Mastering Machine Learning with R Paperback English

How long would it take for you to read Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition

Depending on your reading style, this is how much time you would take to complete reading this book.

Reading Style Time To Finish The Book
Slow 70 hours
Average 35 hours
Good 23 hours
Excellent 11 hours
So if you are a Reader belonging in the Good category, and you read it daily for 1 hour, it will take you 23 days.
Note: A slow reader usually reads 100 words per minute, an average reader 200 words per minute, an average reader 300 words per minute and an excellent leader reads about 600-1000 words per minute, however the comprehension may vary.

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