Become an advanced practitioner with this progressive set of master classes on application-oriented machine learning
Key Features
Comprehensive coverage of key topics in machine learning with an emphasis on both the theoretical and practical aspects
More than 15 open source Java tools in a wide range of techniques, with code and practical usage.
More than 10 real-world case studies in machine learning highlighting techniques ranging from data ingestion up to analyzing the results of experiments, all preparing the user for the practical, real-world use of tools and data analysis.
Book Description
Java is one of the main languages used by practicing data scientists; much of the Hadoop ecosystem is Java-based, and it is certainly the language that most production systems in Data Science are written in. If you know Java, Mastering Machine Learning with Java is your next step on the path to becoming an advanced practitioner in Data Science.
This book aims to introduce you to an array of advanced techniques in machine learning, including classification, clustering, anomaly detection, stream learning, active learning, semi-supervised learning, probabilistic graph modeling, text mining, deep learning, and big data batch and stream machine learning. Accompanying each chapter are illustrative examples and real-world case studies that show how to apply the newly learned techniques using sound methodologies and the best Java-based tools available today.
On completing this book, you will have an understanding of the tools and techniques for building powerful machine learning models to solve data science problems in just about any domain.
What you will learn
Master key Java machine learning libraries, and what kind of problem each can solve, with theory and practical guidance.
Explore powerful techniques in each major category of machine learning such as classification, clustering, anomaly detection, graph modeling, and text mining.
Apply machine learning to real-world data with methodologies, processes, applications, and analysis.
Techniques and experiments developed around the latest specializations in machine learning, such as deep learning, stream data mining, and active and semi-supervised learning.
Build high-performing, real-time, adaptive predictive models for batch- and stream-based big data learning using the latest tools and methodologies.
Get a deeper understanding of technologies leading towards a more powerful AI applicable in various domains such as Security, Financial Crime, Internet of Things, social networking, and so on.
Who this book is for
This book will appeal to anyone with a serious interest in topics in Data Science or those already working in related areas: ideally, intermediate-level data analysts and data scientists with experience in Java. Preferably, you will have experience with the fundamentals of machine learning and now have a desire to explore the area further, are up to grappling with the mathematical complexities of its algorithms, and you wish to learn the complete ins and outs of practical machine learning.
Автор: Uday R. Sawant Название: Ubuntu Server Cookbook ISBN: 1785883062 ISBN-13(EAN): 9781785883064 Издательство: Неизвестно Рейтинг: Цена: 10114.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Arm yourself to make the most of the versatile, powerful Ubuntu Server with over 100 hands-on recipes About This Book - Master the skills to setup secure and scalable web services with popular tools like Apache, Nginx, MySQL and HAProxy - Set up your own cloud with Open Stack and quickly deploy applications with Docker or LXD - Packed with clear, step-by-step recipes to let you protect you valuable data with your own chat servers, code hosting and collaboration tools. Who This Book Is For Ubuntu Server Cookbook is for system administrators or software developers with a basic understanding of the Linux operating system who want to set up their own servers. You are not required to have in-depth knowledge or hands-on experience with Ubuntu, but you should know the basics commands for directory navigation, file management, and the file editing tool. An understanding of computer networks is advisable What You Will Learn - Set up high performance, scalable, and fault-tolerant back ends with web and database servers - Facilitate team communication with a real-time chat service and collaboration tools - Quickly deploy your applications to their own containers and scale your infrastructure as and when needed - Find out how to set up your own cloud infrastructure for your internal use or rent it to the public - Ensure quick and easy access for your users while also securing your infrastructure from intruders - Set up a high performance private network with a personal VPN server and centralized authentication system - Swiftly start a content streaming service - Set up network storage for private data and source code and say good bye to costly and unreliable cloud services In Detail Ubuntu is one of the most secure operating systems and defines the highest level of security as compared other operating system. Ubuntu server is a popular Linux distribution and the first choice when deploying a Linux server. It can be used with a $35 Raspberry Pi to top-notch, thousand-dollar-per-month cloud hardware. Built with lists that there are 4 million + websites built using Ubuntu. With its easy-to-use package management tools and availability of well-known packages, we can quickly set up our own services such as web servers and database servers using Ubuntu. This book will help you develop the skills required to set up high performance and secure services with open source tools. Starting from user management and an in-depth look at networking, we then move on to cover the installation and management of web servers and database servers, as well as load balancing various services. You will quickly learn to set up your own cloud and minimize costs and efforts with application containers. Next, you will get to grips with setting up a secure real-time communication system. Finally, we'll explore source code hosting and various collaboration tools. By the end of this book, you will be able to make the most of Ubuntu's advanced functionalities. Style and approach This easy-to-follow guide contains a series of step-by-step recipes ranging from simple to complex. Each topic will start with basic introduction to each technology followed by a detailed step-by-step installation guide and then a detailed explanation of the approach taken during installation and the various advanced options available.
Автор: Arumilli Uday Название: SQL the One: Microsoft SQL Server Interview Guide ISBN: 1946390976 ISBN-13(EAN): 9781946390974 Издательство: Неизвестно Цена: 2940.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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