Bücher veröffentlicht von Packt Publishing Limited

Max Fatourechi shares his decades of experience building successful CRM systems that make a real difference to business performance. Through clear processes, actionable advice, and informative case studies, The Art of CRM teaches you to design successful CRM systems for your clients

Cognitive computing is applicable to almost every industry, where humans engage in dialogue, ask questions, test ideas and make decisions. It enables us to use computers to recognize different types of human expression - literary, vocal, visual, and empathetic - which facilitates a deeper and scalable understanding of the problems that matter ...

This book will acquaint you with various aspects of statistical analysis in Python. You will work with different types of prediction models, such as decision trees, random forests and neural networks. By the end of this book, you will be confident in using various Python packages to train your own models for effective machine learning.

This book will help you master your skills in various artificial intelligence and machine learning services available on AWS. Through practical hands-on examples, you'll learn how to use these services to generate impressive results. You will have a tremendous understanding of how to use a wide range of AWS services in your own organization.

This essential guide will help any blockchain practitioner gain expertise in developing complete STO and stablecoins DApps. This book provides a quick introduction to basic ICO and STO concepts, and their differences. It will also help readers compile, test, and deploy their own contracts by altering the code provided in the book.

This book is your one-stop guide to master Elasticsearch. It provides numerous problem-solution based recipes through which you can implement Elasticsearch in your enterprise applications in a very simple, hassle-free way.

Ansible is an open source automation platform that assists organizations with tasks. This book will tech you to create and deploy playbooks to automate some simple tasks that you already perform on a daily basis. You will also learn to debug and test Ansible to ensure that your playbooks will always work. Towards the end, you will learn how to ...

Vue CLI is a standard tool for building VueJS applications using either a command line interface or a Graphical user interface. This book will walk you through examples that will help you gain hands-on experience of developing apps. You'll learn to use a set of web utilities that simplify Vue.js development process with the Vue CLI 3.

Dynamics 365 Business Central is the new Cloud-based SaaS ERP proposition from Microsoft. It's not as simple as it used to be way back when it was called Navigator, Navision Financials, or Microsoft Business Solutions-Navision. Our development practices are becoming more formal, and with this the call for test automation is pressing on us. ...

This book will teach you how to perform basic and advanced NLP tasks in Java, using independent recipes. The book not only covers the essential aspects of NLP but also addresses other important areas such as the acquisition of text and techniques for utilizing NLP in varied domains

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 ...