Mastering Machine Learning with R: Advanced prediction, algorithms, and learning methods with R (Cory Lesmeister)

 
0.0 (0)
Mastering Machine Learning with R: Advanced prediction, algorithms, and learning methods with R (Cory Lesmeister)

With the most recent R code, this book will teach you sophisticated machine-learning techniques. You will study supervised learning and statistical learning theory, create effective algorithms, discover how to make recommendation engines, apply multi-class classification, and more.

Data mining, classification, clustering, regression, predictive modeling, anomaly detection, boosted trees using XGBOOST, and other subjects will all be thoroughly covered. You won't just know the result; you'll also comprehend how and what these ideas do.

  • Gain deep insights into the application of machine learning tools in the industry
  • Manipulate data in R efficiently to prepare it for analysis
  • Master the skill of recognizing techniques for effective visualization of data
  • Understand why and how to create test and training data sets for analysis
  • Master fundamental learning methods such as linear and logistic regression
  • Comprehend advanced learning methods such as support vector machines
  • Learn how to use R in a cloud service such as Amazon

Ebook Details

About the Authors
In the banking sector, Cory Lesmeister, a Senior Quantitative Manager with over a decade of quantitative experience, is in charge of developing marketing and regulatory models. Cory spent 16 years working in sales, market analysis, lean six sigma, marketing analytics, and new product forecasting at Eli Lilly and Company.
Published
Published Date / Year
2nd Revised edition edition (April 24, 2017)
Hardcover
420 pages
eBook Format
PDF
Language
English
ISBN-10
1787287475
ISBN-13
978-1787287471

Similar Programming & Computer Books

Introduction à la programmation en R - Introduction to R programming (Vincent Goulet)
The R system has experienced amazing growth in terms of its features, the breadth of its application areas, or, more simply, the number of its users for more than...
Introduction à l'analyse d'enquête avec R et RStudio - Introduction to survey analysis with R and RStudio (Jospeh Lamarange, et al)
Analyze-main R's objective is to demonstrate how to use R to carry out statistical analysis and many common operations (such as modifying data or creating graphs). The various chapters...
Strategic Foundations of General Equilibrium: Dynamic Matching and Bargaining Games (Douglas Gale)
Since Adam Smith's day, the theory of competition has played a significant role in economic study. This book, published by one of the most eminent modern economic theorists, details...
The Pure Logic Of Choice (Richard D. Fuerle)
A broad theory of economics based on free will is presented in this free programming book. The assumption that humans have free will and the ability to alter physical...
Portfolio Theory and Financial Analyses (Robert Alan Hill)
Whether they involve calculating the return on a portfolio, analyzing portfolio risk, or assessing the effectiveness of the portfolio management process, this free programming book links each of the...
Price Theory: An Intermediate Text (David D. Friedman)
In order to help the reader grasp the economic way of thinking, the author first gives verbal, intuitive explanations of the topics before using graphs and/or calculus to illustrate...
Mathematical Models in Portfolio Analysis (Farida Kachapova)
This free programming book presents the mathematical theory of portfolio modeling in financial mathematics as a coherent whole, with justifications for each step. ...
Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks (Christian Rathgeb, et al)
The first thorough compilation of research on the popular subject of digital face alteration, including DeepFakes, Face Morphing, and Reenactment, is offered in this open access book. ...
Bayes Factors for Forensic Decision Analyses with R (Silvia Bozza, et al)
With the help of the R programming language, this book offers a self-contained introduction to computational Bayesian statistics. This free programming book, which primarily focuses on Bayes factors supported...
Prolog and Natural-Language Analysis (Fernando Pereira, et al)
This free programming book offers an accessible and useful introduction to logic programming and the logic-programming language Prolog, which may be used to create the fundamental elements of natural...

Others Programming Books by Packt Publishing

Learn Ethical Hacking from Scratch (Zaid Sabih)
The fundamentals of ethical hacking, how to hack safely and legally, how to install Kali Linux and use the Linux terminal are covered at the beginning of this book....
Flutter Cookbook (Simone Alessandria, et al.)
Using the Dart programming language, Flutter is an open-source platform for creating mobile, web, and desktop applications. With the help of this recipe-based manual, which emphasizes solid app design...
AJAX and PHP: Building Responsive Web Applications (Cristian Darie, et al)
This Open-source book will assist you in comprehending how the components of AJAX function and how the heart of AJAX beats, assuming that you have a fundamental understanding of...
Learn Ethereum: Build your own Decentralized Applications with Ethereum and Smart Contracts (Xun Wu, et al)
Ethereum is a decentralized, blockchain-based computing platform that enables the execution of smart contracts.
Mastering Internet of Things: Design and create your own IoT applications using Raspberry Pi (Peter Waher)
The fastest-growing technological market is the Internet of Things (IoT). Industries are adopting IoT technologies to save operational costs, extend product life, and enhance consumer welfare. ...
Hands-On Natural Language Processing with Python: A practical guide to applying deep learning architectures to your NLP applications (Rajesh Arumugam, et al)
Natural language processing (NLP) has applications in a variety of fields, including web search, advertising, and customer service, and we can improve its performance in these fields with the...
Learn PowerShell Core (David das Neves, et al)
You may build your own PowerShell repository with the help of this book, which will also teach you about PowerShell security and Just Enough Administration.
Docker Cookbook (Ken Cochrane, et al)
This book teaches you how to use Docker images by beginning with putting them up in various environments. You will next go into great detail on network and data...
Vue.js Design Patterns and Best Practices (Paul Halliday)
The first section of this book compares Vue.js to other frameworks and sets up the conditions for developing your application. Writing and styling reusable, clean components that may be...
Full-Stack React Projects: Modern web development using React, Node, Express, and MongoDB (Shama Hoque)
There is no denying the advantages of employing a full JavaScript stack for web development, especially when powerful and well-liked tools like React, Node, and Express are at hand....
Responsive Web Design with HTML5 and CSS3 (Ben Frain)
Websites that are only accessible on desktops are simply outdated. You need to know how to create websites that will simply "operate," regardless of the devices used to access...
Building Applications with Spring 5 and Vue.js: Build a modern, full-stack web application using Spring Boot and Vuex (James Ye)
You can develop into a full-stack web developer by using the practical approach of Building Applications with Spring 5 and Vue.js 2.
Serverless Design Patterns and Best Practices: Build, secure, and deploy enterprise ready serverless applications with AWS (Brian Zambrano)
Many of the issues that developers go into while hosting servers and systems are handled by serverless applications. The serverless pay-per-invocation model can potentially yield significant cost reductions, which...
Expert Delphi: Robust and Fast Cross-Platform Application Development (Paweł Głowacki)
The most potent Object Pascal IDE and component library for creating native cross-platform apps is Delphi. It makes it possible to create lightning-quick, natively developed programs for all of...
Effective DevOps with AWS (Yogesh Raheja, et al)
The way modern software firms operate has changed as a result of the DevOps trend. The DevOps trend has been greatly aided by Amazon Web Services (AWS), which has...
Learn T-SQL Querying (Pedro Lopes, et al.)
The SQL language has a Microsoft-exclusive extension called Transact-SQL (T-SQL), which is used with Microsoft SQL Server and Azure SQL Database.
Software Architecture with Spring 5.0: Design and architect highly scalable, robust, and high-performance Java applications (Rene Enriquez, et al)
Effectively creating resilient architectures can be achieved by using Spring 5 and its ecosystem. The fundamental element that enables us to achieve our business objectives while supporting the features...
Artificial Intelligence for Big Data (Anand Deshpande, et al)
Companies now have more customer data than ever before in the era of big data, far more than what the available technologies could possibly hope to handle. ...
Extreme C: Taking you to the limit in Concurrency, OOP, and the most advanced capabilities of C (Kamran Amini)
C is much more than just understanding the syntax. Developers that possess a thorough, scientific understanding of the guiding concepts and procedures are sought in the industry. ...
Mastering Swift (Jon Hoffman)
Developers who want to learn more about the most recent Swift version should read this book. This book is for developers who want to learn in a hands-on manner...

User reviews

There are no user reviews for this listing.
Ratings
Rate this Book
Comments