Böcker utgivna av Packt Publishing Limited

This book will explore deep learning and generative models, and their applications in artificial intelligence. You will learn to evaluate and improve your GAN models by eliminating challenges that are encountered in real-world applications. You will implement GAN architectures in various domains such as computer vision, NLP, and audio processing

PostgreSQL is a powerful open source database management system, now recognized as the experts' choice for a wide range of applications. This book contains useful administration recipes for improving the performance, security, and stability of your PostgreSQL 11 solution.

The book not only implements Hyperledger Fabric, but also shows you how to build and model a blockchain network with Composer. You will master several business blockchain technologies under the Hyperledger umbrella, including Sawtooth, Iroha, decentralized Identity Hyperledger Indy, and Ethereum smart contract machine Burrow etc.

T-SQL is an extension of the SQL language which allows you to tackle advanced querying and query-tuning challenges in SQL Server and Azure SQL Database. This book will be a perfect reference for you to write more efficient T-SQL code to perform simple-to-advanced tasks for data management and data analysis.

This book will help you perform effective data analysis with Scala using practical examples. You will come across different challenges and their effective solutions for a variety of data processing tasks - be it data exploration, data manipulation, or real-time data analysis using Apache Spark.

Machine learning has become a core necessity for every business and organization. With this book, you will learn to analyze your Excel data to search for patterns and return a series of interesting facts or trends about the data. You will learn to perform machine learning tasks using Excel plugins and APIs without much code required.

Scala as a programming language is a highly scalable integration of object-oriented and functional programming, which makes it easy to build scalable and complex big data applications. This book is a handy guide for machine learning developers and data scientists who want to train effective machine learning models using this popular language.

This book explains the essential learning algorithms used for deep and shallow architectures. Packed with practical implementations to help you understand the concepts and ideas required to build efficient artificial intelligence systems, this book will help you construct deep models using popular frameworks and datasets.

Azure DevOps Server (previously known as TFS) allows you to work in the cloud or on-premises using Azure DevOps Services. This book will help you iteratively develop high quality secure software using Agile techniques. You will also learn to develop your own extensions and release them to millions of developers in the Visual Studio Marketplace.

PowerShell Core is the open-source edition of PowerShell that works on Linux, macOS, and Windows. This book will be your one stop guide to learning everything new about PowerShell Core and how you can make the most of the changes and upgrades.

Q-learning is the reinforcement learning approach behind Deep-Q-Learning and is a values-based learning algorithm in RL. This book will help you get comfortable with developing the effective agents for Q learning and also make you learn to effectively develop and deploy Deep Q networks for complex AI applications.

Mastering OpenCV 4 with Python is a comprehensive guide to help you to get acquainted with various computer vision algorithms running in real-time. This book will help you to build complete projects on image processing, motion detection, and image segmentation where you can gain advanced computer vision techniques.

Most data mining opportunities involve machine learning and often come with greater financial rewards. This book will help you bring the power of machine learning techniques into your data mining work. By the end of the book, you will be able to create accurate predictive models for data mining.

This book is a practical Hands-On introduction to create and publish your own interactive data visualization projects on the web-even if you have little or no experience with data visualization or web development. The purpose of this book is to teach developers how to create beautiful, efficient and interactive data visualizations for the Web.

Data Science Projects with Python will help you get comfortable with using the Python environment for data science. This book will start you on your journey to mastering topics within machine learning. These skills will help you deliver the kind of state-of-the-art predictive models that are being used to deliver value to businesses across ...

Data Science for Marketing Analytics opens doors to looking at data with a different approach and new tools. Drawing on machine learning and data science concepts, this book broadens the range of tools that you can use to transform the market analysis process.

Processing big data in real time is challenging due to scalability, information inconsistency, and fault tolerance. Big Data Analysis with Python teaches you how to use tools that can control the data avalanche for you. With this book, you'll learn effective techniques to aggregate data into useful dimensions for posterior analysis, extract ...

As a practical hands-on guide, Java Fundamentals progressively imparts you with the skills you need to efficiently write programs in Java. After a quick introduction to the principles of Java, you'll move on to learn all about data types, data structures, and control. You'll also understand object-oriented programming in depth, with emphasis ...

Discover the peculiar feature points of C++ with C++ Fundamentals, and lay a solid foundation of C++ knowledge. Get a hands-on, practical introduction to low-level programming with C and C++.

Natural Language Processing Fundamentals starts with basics and goes on to explain various NLP tools and techniques that equip you with all that you need to solve common business problems for processing text.

In the era of network attacks and malware threat, it becomes important to have skills to investigate the attack evidence and vulnerabilities prevailing in the network. This book focuses on how to acquire and analyze the evidence, write a report and use the common tools in network forensics.

VMware vSphere has been updated to version 6.7 with a lot of changes around simplifying management, infrastructure and workloads security, and providing a seamless hybrid cloud experience. This book covers all essential tasks that allows you to build secure, reliable and scalable vSphere environment

This book is ideal for people wanting to get up-and-running with the core concepts of machine learning using R 3.5. This book follows a step-by-step approach to implementing an end-to-end pipeline, addressing data collection and processing, various types of data analysis, and machine learning use cases.

In this book, you'll learn to implement some practical and proven techniques to improve aspects of programming and administration in Apache Spark. Techniques are demonstrated using practical examples and best practices. You will also learn how to use Spark and its Python API to create performant analytics with large-scale data.

Python is a popular programming language used for performing network automation in an easy-to-implement way. This book is an update to Learning Python Networking, and delves into the concepts of Python network programming and its importance in today's world.

ESP32 is a low-cost MCU with integrated WiFi and BLE that is capable of empowering IoT. It also helps in exchanging information among various connected devices. This book will help you build your own IoT weather station, IoT Monitoring system and a game project using ESP32 and LCD. By the end of this book, you will be well-versed with creating ...

Unreal Engine 4 (UE4) is a popular and award-winning game engine that powers some of the most popular games. A truly powerful tool for game development, there has never been a better time to use it for both commercial and independent projects. With more than 100 recipes, this book shows how to unleash the power of C++ while developing games ...

With this book, you will learn to execute a series of intermediate to advanced statistical tasks as you walk through each chapter. You will not only get well versed with the traditional statistics but you will also cover the necessary statistics required for machine learning and deep learning concepts.

VMware Horizon 7.8 comes with a rich and adaptive UX, improved security and a range of useful features for storage and networking optimization. This book will focus on the View virtual desktop infrastructure aspects of the solution, whilst also encompassing some of the other Horizon Edition products.

This book presents an introductory perspective on how machine learning plays an important role in a VMware environment. It offers a basic understanding of how to leverage machine learning primitives, along with a deeper look into integration with the VMware tools used for automation today.