Highcharts Essentials. Create interactive data visualization charts with the Highcharts JavaScript library

Bilal Shahid

Modern Time Series Forecasting with Python. Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas - Second Edition

Manu Joseph, Jeffrey Tackes, Christoph Bergmeir

Predicting the future, whether it's market trends, energy demand, or website traffic, has never been more crucial. This practical, hands-on guide empowers you to build and deploy powerful time series forecasting models. Whether you’re working with traditional statistical methods or cutting-edge deep learning architectures, this book provides structured learning and best practices for both.Starting with the basics, this data science book introduces fundamental time series concepts, such as ARIMA and exponential smoothing, before gradually progressing to advanced topics, such as machine learning for time series, deep neural networks, and transformers. As part of your fundamentals training, you’ll learn preprocessing, feature engineering, and model evaluation. As you progress, you’ll also explore global forecasting models, ensemble methods, and probabilistic forecasting techniques.This new edition goes deeper into transformer architectures and probabilistic forecasting, including new content on the latest time series models, conformal prediction, and hierarchical forecasting. Whether you seek advanced deep learning insights or specialized architecture implementations, this edition provides practical strategies and new content to elevate your forecasting skills.

Node.js Design Patterns. Design and implement production-grade Node.js applications using proven patterns and techniques - Third Edition

Mario Casciaro, Luciano Mammino

In this book, we will show you how to implement a series of best practices and design patterns to help you create efficient and robust Node.js applications with ease.We kick off by exploring the basics of Node.js, analyzing its asynchronous event driven architecture and its fundamental design patterns. We then show you how to build asynchronous control flow patterns with callbacks, promises and async/await. Next, we dive into Node.js streams, unveiling their power and showing you how to use them at their full capacity. Following streams is an analysis of different creational, structural, and behavioral design patterns that take full advantage of JavaScript and Node.js. Lastly, the book dives into more advanced concepts such as Universal JavaScript, scalability and messaging patterns to help you build enterprise-grade distributed applications.Throughout the book, you’ll see Node.js in action with the help of several real-life examples leveraging technologies such as LevelDB, Redis, RabbitMQ, ZeroMQ, and many others. They will be used to demonstrate a pattern or technique, but they will also give you a great introduction to the Node.js ecosystem and its set of solutions.

Instant Wijmo Widgets How-to. Learn how to use Wijmo tools to speed up UI development and browser compatibility through practical recipesLearn how to use Wijmo tools to speed up UI development and browser compatibility through practical recipes

Tochi Eke-Okoro

With Wijmo you will always be one step ahead of regular UI developers. Wijmo doesn't require a re-invention of the wheel; it is written with JQuery, so it supports regular JQuery and even native Javascript. You can initialize any widget you want to use for your project and customize its functionality and styling. With Wijmo, the possibilities are limitless!!Instant Wijmo Widgets How-to is perfect for aspiring and experienced UI developers. It describes basic techniques of initializing and deploying various UI widgets that serve a specific purpose. It is an ideal book for aspiring and experienced UI developers. It describes basic techniques for initializing and deploying various UI widgets that serve a specific purpose.Instant Wijmo Widgets How-to is structured to take you from easy to seemingly difficult topics. This implies that some widgets are easier to initialize than others. However the overall deployment of a widget is basic and straightforward, without the complexities encountered in various JQuery plugins. Every topic discussed in this book is interesting, engaging, and exciting.There is no strict direction from one chapter to the next.. Most chapters are independent of each other. This creates the flexibility to delve into just what you need to resolve a particular task.Instant Wijmo Widgets How-to serves as an important inventory for a UI developer, equipping the reader with skills to solve most UI related issues.

DAX Cookbook. Over 120 recipes to enhance your business with analytics, reporting, and business intelligence

Greg Deckler

DAX provides an extra edge by extracting key information from the data that is already present in your model. Filled with examples of practical, real-world calculations geared toward business metrics and key performance indicators, this cookbook features solutions that you can apply for your own business analysis needs.You'll learn to write various DAX expressions and functions to understand how DAX queries work. The book also covers sections on dates, time, and duration to help you deal with working days, time zones, and shifts. You'll then discover how to manipulate text and numbers to create dynamic titles and ranks, and deal with measure totals. Later, you'll explore common business metrics for finance, customers, employees, and projects. The book will also show you how to implement common industry metrics such as days of supply, mean time between failure, order cycle time and overall equipment effectiveness. In the concluding chapters, you'll learn to apply statistical formulas for covariance, kurtosis, and skewness. Finally, you'll explore advanced DAX patterns for interpolation, inverse aggregators, inverse slicers, and even forecasting with a deseasonalized correlation coefficient.By the end of this book, you'll have the skills you need to use DAX's functionality and flexibility in business intelligence and data analytics.

Developing Microsoft Dynamics GP Business Applications. If you want a thoroughly practical guide to developing business applications with Microsoft Dynamics GP, this is the book for you. Its hands-on approach will have you developing or customizing in no time

Leslie Vail

Microsoft Dynamics GP is a sophisticated Enterprise Resource Planning (ERP) application with a multitude of features and options. Microsoft Dynamics GP can also be used to develop dynamic, mission critical applications.In Developing Microsoft Dynamics GP Business Applications you will learn how to create and customize Dynamics GP Applications. This hands-on guide will take you through the initial steps of setting up a development environment through to customizing and developing an example application using tools such as Dexterity, VSTools and sanScript.Developing Microsoft Dynamics GP Business Applications will take you through the complex steps of creating and customizing Microsoft Dynamics GP applications. Starting with an overview of Microsoft Dynamics GP architecture you'll then move onto setting up your development environment.You will learn how to make your application come to life with Dexterity and sanScript. You will create table operations and ranges as well as object triggers to make powerful and practical business applications. You will deploy your Dexterity solution before moving onto customization with Modifier and VBA.This book will also take you through ways of enhancing and extending your application without code using the SmartList Builder and Excel Report Builder. Using these highly flexible tools you'll be able to create data connections that will increase the usability and functionality of your ERP applications.

Learning TypeScript 2.x. Develop and maintain captivating web applications with ease - Second Edition

Remo H. Jansen

TypeScript is an open source and cross-platform statically typed superset of JavaScript that compiles to plain JavaScript and runs in any browser or host. This book is a step-by-step guide that will take you through the use and benefits of TypeScript with the help of practical examples. You will start off by understanding the basics as well as the new features of TypeScript 2.x. Then, you will learn how to work with functions and asynchronous programming APIs. You will continue by learning how to resolve runtime issues and how to implement TypeScript applications using the Object-oriented programming (OOP) and functional programming (FP) paradigms. Later, you will automate your development workflow with the help of tools such as Webpack. Towards the end of this book, you will delve into some real-world scenarios by implementing some full-stack TypeScript applications with Node.js, React and Angular as well as how to optimize and test them. Finally, you will be introduced to the internal APIs of the TypeScript compiler, and you will learn how to create custom code analysis tools.

Python Data Cleaning Cookbook. Modern techniques and Python tools to detect and remove dirty data and extract key insights

Michael Walker

Getting clean data to reveal insights is essential, as directly jumping into data analysis without proper data cleaning may lead to incorrect results. This book shows you tools and techniques that you can apply to clean and handle data with Python. You'll begin by getting familiar with the shape of data by using practices that can be deployed routinely with most data sources. Then, the book teaches you how to manipulate data to get it into a useful form. You'll also learn how to filter and summarize data to gain insights and better understand what makes sense and what does not, along with discovering how to operate on data to address the issues you've identified. Moving on, you'll perform key tasks, such as handling missing values, validating errors, removing duplicate data, monitoring high volumes of data, and handling outliers and invalid dates. Next, you'll cover recipes on using supervised learning and Naive Bayes analysis to identify unexpected values and classification errors, and generate visualizations for exploratory data analysis (EDA) to visualize unexpected values. Finally, you'll build functions and classes that you can reuse without modification when you have new data. By the end of this Python book, you'll be equipped with all the key skills that you need to clean data and diagnose problems within it.

Deep Inside osCommerce: The Cookbook. Ready-to-use recipes to customize and extend your e-commerce website

Monika Mathe, Monika Math?É?íÂ!(C)

osCommerce has been around since March 2000. At present there are over 10,000 live, registered osCommerce sites, and about 100,000 registered community members. Apart from providing ready-made solutions to problems, as well as a huge repository of information, the osCommerce community is a living entity with which we can all interact. With the rising success and popularity of this remarkable piece of software, things can only get better.

PostgreSQL 13 Cookbook. Over 120 recipes to build high-performance and fault-tolerant PostgreSQL database solutions

Vallarapu Naga Avinash Kumar

PostgreSQL has become the most advanced open source database on the market. This book follows a step-by-step approach, guiding you effectively in deploying PostgreSQL in production environments.The book starts with an introduction to PostgreSQL and its architecture. You’ll cover common and not-so-common challenges faced while designing and managing the database. Next, the book focuses on backup and recovery strategies to ensure your database is steady and achieves optimal performance. Throughout the book, you’ll address key challenges such as maintaining reliability, data integrity, a fault-tolerant environment, a robust feature set, extensibility, consistency, and authentication. Moving ahead, you’ll learn how to manage a PostgreSQL cluster and explore replication features for high availability. Later chapters will assist you in building a secure PostgreSQL server, along with covering recipes for encrypting data in motion and data at rest. Finally, you’ll not only discover how to tune your database for optimal performance but also understand ways to monitor and manage maintenance activities, before learning how to perform PostgreSQL upgrades during downtime.By the end of this book, you’ll be well-versed with the essential PostgreSQL 13 features to build enterprise relational databases.

ASP.NET 3.5 Social Networking. An expert guide to building enterprise-ready social networking and community applications with ASP.NET 3.5

Andrew Siemer

LaTeX Beginner's Guide. Create visually appealing texts, articles, and books for business and science using LaTeX - Second Edition

Stefan Kottwitz

LaTeX is high-quality open source typesetting software that produces professional prints and PDF files. It's a powerful and complex tool with a multitude of features, so getting started can be intimidating. However, once you become comfortable with LaTeX, its capabilities far outweigh any initial challenges, and this book will help you with just that!The LaTeX Beginner's Guide will make getting started with LaTeX easy. If you are writing mathematical, scientific, or business papers, or have a thesis to write, this is the perfect book for you. With the help of fully explained examples, this book offers a practical introduction to LaTeX with plenty of step-by-step examples that will help you achieve professional-level results in no time. You'll learn to typeset documents containing tables, figures, formulas, and common book elements such as bibliographies, glossaries, and indexes, and go on to manage complex documents and use modern PDF features. You'll also get to grips with using macros and styles to maintain a consistent document structure while saving typing work.By the end of this LaTeX book, you'll have learned how to fine-tune text and page layout, create professional-looking tables, include figures, present complex mathematical formulas, manage complex documents, and benefit from modern PDF features.

Modern Computer Vision with PyTorch. Explore deep learning concepts and implement over 50 real-world image applications

V Kishore Ayyadevara, Yeshwanth Reddy

Deep learning is the driving force behind many recent advances in various computer vision (CV) applications. This book takes a hands-on approach to help you to solve over 50 CV problems using PyTorch1.x on real-world datasets.You’ll start by building a neural network (NN) from scratch using NumPy and PyTorch and discover best practices for tweaking its hyperparameters. You’ll then perform image classification using convolutional neural networks and transfer learning and understand how they work. As you progress, you’ll implement multiple use cases of 2D and 3D multi-object detection, segmentation, human-pose-estimation by learning about the R-CNN family, SSD, YOLO, U-Net architectures, and the Detectron2 platform. The book will also guide you in performing facial expression swapping, generating new faces, and manipulating facial expressions as you explore autoencoders and modern generative adversarial networks. You’ll learn how to combine CV with NLP techniques, such as LSTM and transformer, and RL techniques, such as Deep Q-learning, to implement OCR, image captioning, object detection, and a self-driving car agent. Finally, you'll move your NN model to production on the AWS Cloud.By the end of this book, you’ll be able to leverage modern NN architectures to solve over 50 real-world CV problems confidently.

The Manager's Guide to Presentations. Ace the first presentation you deliver as a new manager and make your mark as a rising star in your organization with this book and

Lauren Hug

Lauren Hug, founder of HugSpeak Coaching & Consulting, has been helping people reach and motivate audiences for 20 years. In this concise, friendly guide, she condenses her years of presentation expertise from the courtroom to the boardroom. Your presentations are a crucial part of establishing yourself as a leader. Developing a commanding presence and exceptional public speaking skills will mark you as a rising star within your organization. And it doesn't have to be daunting. Lauren will teach you how to speak with confidence, whether you're presenting to your employees, your boss or external stakeholders.This accessible, practical book will walk you through the process step by step, from planning and developing your content, through mastering your materials, to delivering a dynamic performance and reaping the rewards in your career. With interactive exercises and templates, you'll learn how to embrace your signature speaking style, engage your audience, craft compelling content and speak like a pro. Along the way, you'll find yourself building relationships with team members and bosses alike, and developing valuable insights into your strengths as a manager. Through her positive and collaborative coaching approach, described as empowering, life-changing, and therapeutic, Lauren will help you shine as both a leader and a presenter.

Internet of Things with ESP8266. Build amazing Internet of Things projects using the ESP8266 Wi-Fi chip

Marco Schwartz

The Internet of Things (IoT) is the network of objects such as physical things embedded with electronics, software, sensors, and connectivity, enabling data exchange. ESP8266 is a low cost WiFi microcontroller chip that has the ability to empower IoT and helps the exchange of information among various connected objects. ESP8266 consists of networkable microcontroller modules, and with this low cost chip, IoT is booming. This book will help deepen your knowledge of the ESP8266 WiFi chip platform and get you building exciting projects. Kick-starting with an introduction to the ESP8266 chip, we will demonstrate how to build a simple LED using the ESP8266. You will then learn how to read, send, and monitor data from the cloud. Next, you’ll see how to control your devices remotely from anywhere in the world. Furthermore, you’ll get to know how to use the ESP8266 to interact with web services such as Twitter and Facebook. In order to make several ESP8266s interact and exchange data without the need for human intervention, you will be introduced to the concept of machine-to-machine communication. The latter part of the book focuses more on projects, including a door lock controlled from the cloud, building a physical Bitcoin ticker, and doing wireless gardening. You’ll learn how to build a cloud-based ESP8266 home automation system and a cloud-controlled ESP8266 robot. Finally, you’ll discover how to build your own cloud platform to control ESP8266 devices.With this book, you will be able to create and program Internet of Things projects using the ESP8266 WiFi chip.

Windows PowerShell for .NET Developers. Efficiently administer and maintain your development environment with Windows PowerShell - Second Edition

Chendrayan Venkatesan, Sherif Talaat

Windows PowerShell 5.0 for .NET Developers is your self-start guide to performing automation using Windows PowerShell. This book will help you to understand the PowerShell syntax and grammar and will also teach you techniques to remove the rough edges of manual deployments. Packed with PowerShell scripts and sample C# codes to automate tasks, it also includes real-world scenarios such as administrating office servers to help you save time and perform deployments swiftly and efficiently. The book begins with the Windows PowerShell basics, explores the significant features of Windows Management Framework 5.0, covers the basic concepts of Desired State Configuration and the importance of idempotent deployments. By the end of the book, you will have a good understanding of Windows PowerShell’s features and will be able to automate your tasks and manage configuration effectively.

Stencyl Essentials. Build beautiful, unique, cross-platform games rapidly with the free Stencyl 2D game engine and toolset

Richard Sneyd

JBoss AS 7 Development. Learn from an expert and master JBoss Application Server through this brilliantly accessible book. It irons out the difficulties and covers creating, debugging, and securing Java EE applications. The only manual you need. - Second Edition

Francesco Marchioni

JBoss Application Server meets high standards of reliability, efficiency, and robustness, and is used to build powerful and secure Java EE applications. It supports the most important areas of Java Enterprise programming including EJB 3.1, Contexts and Dependency Injection, JAX-WS and JAX-RS web services, the security framework, and more. Getting started with JBoss application server development can be challenging; however, with the right approach and guidance, you can easily master it and this book promises that.Written in an easy-to-read style, this book will take you from the basics of JBoss AS—such as installing core components and plugins—to the skills that will make you a JBoss developer to be reckoned with, covering advanced topics such as developing applications with the JBoss messaging service, JBoss web services, clustered applications, and more.You will learn the necessary steps to install a suitable environment for developing enterprise applications on JBoss AS. You will also learn how to design Enterprise applications using Eclipse, JBoss plugins, and Maven to build and deploy your applications. Readers will learn how to enable distributed communication using JMS. Storing and retrieving objects will be made easier using the Java Persistence API. The core section of the book will take you into the programming arena with tested, real-world examples. The example programs have been carefully crafted to be easy to understand and useful as starting points for your applications.This practical guide will show you how to gain hands-on experience rapidly on Java EE development using JBoss AS with easy-to-understand and practical programming examples.

Instant jQuery Flot Visual Data Analysis. Visualize and analyze your data with the jQuery Flot plotting library using real-world examples

Brian Peiris

Data visualization and analysis is a crucial skill in many software projects. Flot uses jQuery and HTML5 to add easy and powerful visualization capabilities to any web application. Flot produces beautiful visualizations with a minimal amount of code. It is also highly configurable, extensible, and includes many plugins out of the box.A practical guide to take you through the basics of using Flot to visualize your data; the book describes Flot's functionality in dedicated sections that include code, screenshots, and detailed explanations so that you can learn to produce charts in minutes. As you progress though this book, it will guide you through real-world examples to show you how to use statistical techniques with Flot for interactive data visualization and analysis.Starting with the very basics, you will learn exactly what you need to do to display the simplest chart using Flot. This step-by-step guide takes you through Flot's many features and settings until you can finally master the techniques you'll need to apply Flot to your application's data.You'll learn to create basic point, line, and bar charts and to use Flot's stack, pie, and time plugins to create specialized chart types. Along with learning to display complex data with multiple customizable axes you will learn to make your charts interactive with Flot's crosshair plugin. Finally, this book will guide you through learning statistical techniques via the jStat JavaScript library to analyse data; along with Flot's errorbars and fillbetween plugins to display error margins and data percentiles.Instant jQuery Flot Visual Data Analysis will give you a head start so that you can add data visualization features to your applications with ease.

Swift 2 By Example. Click here to enter text

Giordano Scalzo

Swift is no longer the unripe language it was when launched by Apple at WWDC14, now it’s a powerful and ready-for-production programming language that has empowered most new released apps.Swift is a user-friendly language with a smooth learning curve; it is safe, robust, and really flexible.Swift 2 is more powerful than ever; it introduces new ways to solve old problems, more robust error handling, and a new programming paradigm that favours composition over inheritance.Swift 2 by Example is a fast-paced, practical guide to help you learn how to develop iOS apps using Swift. Through the development of seven different iOS apps and one server app, you’ll find out how to use either the right feature of the language or the right tool to solve a given problem.We begin by introducing you to the latest features of Swift 2, further kick-starting your app development journey by building a guessing game app, followed by a memory game. It doesn’t end there, with a few more apps in store for you: a to-do list, a beautiful weather app, two games: Flappy Swift and Cube Runner, and finally an ecommerce app to top everything off. By the end of the book, you’ll be able to build well-designed apps, effectively use AutoLayout, develop videogames, and build server apps.

Learning PowerCLI. Automate your Vmware vSphere environment by learning how to install and use PowerCLI. This book takes a practical tutorial approach that will have you automating your daily routine tasks in no time

Robert van den Nieuwendijk

Network Protocols for Security Professionals. Probe and identify network-based vulnerabilities and safeguard against network protocol breaches

Yoram Orzach, Deepanshu Khanna

With the increased demand for computer systems and the ever-evolving internet, network security now plays an even bigger role in securing IT infrastructures against attacks. Equipped with the knowledge of how to find vulnerabilities and infiltrate organizations through their networks, you’ll be able to think like a hacker and safeguard your organization’s network and networking devices. Network Protocols for Security Professionals will show you how.This comprehensive guide gradually increases in complexity, taking you from the basics to advanced concepts. Starting with the structure of data network protocols, devices, and breaches, you’ll become familiar with attacking tools and scripts that take advantage of these breaches. Once you’ve covered the basics, you’ll learn about attacks that target networks and network devices. Your learning journey will get more exciting as you perform eavesdropping, learn data analysis, and use behavior analysis for network forensics. As you progress, you’ll develop a thorough understanding of network protocols and how to use methods and tools you learned in the previous parts to attack and protect these protocols.By the end of this network security book, you’ll be well versed in network protocol security and security countermeasures to protect network protocols.

Instant Team Foundation Server 2012 and Project Server 2010 Integration How-to. Successfully perform and understand how to integrate your Team Foundation Server 2012 and Project Server 2010

Gary P Gauvin

Developers and project managers managing large software development projects often find themselves at odds during the course of a project. This usually ends with the developers feeling they are wasting time sending status updates, and the project managers feeling that they aren't getting all the information they need to satisfy stakeholders. It doesn't have to be that way! Instant Team Foundation Server 2012 and Project Server 2010 Integration How-to, is a practical format that walks you through what you need to know to get two of Microsoft's most popular products for managing team productivity integrated. We boil down the complex parts to deliver just what you need to know to get started today.The book takes you through the planning, setup, and configuration of Team Foundation Server Extensions for Project Server. Step-by-step instructions are provided with enough detail to get you started without burdening you with a ton of background information.Learn the basics of how to manage the integration as well as a few helpful tips on establishing a test environment, and the basics of how to integrate these server-based technologies.You will learn everything you need to know to get started with planning, installing, and managing the integration.

Zend Framework 2 Cookbook. If you are pretty handy with PHP, this book is the perfect way to access and understand the features of Zend Framework 2. You can dip into the recipes as you wish and learn at your own pace

Josephus Callaars

Zend Framework 2 is the latest creation of World Wide Web infrastructure company Zend Technologies Ltd. This new PHP framework comes with tons of features and an attractive way of creating applications. Not only is the overall usability of the technology much better, but it also makes your applications more testable, something that is often overlooked.Zend Framework 2 Cookbook will show you how applications are set up in Zend Framework 2 and how you can develop successfully in this massive framework. You will master features like Modules, Views, Controllers, and Authentication. The book also discusses the Event Manager, unit testing, and how to optimize your application.The book begins with a discussion about setting up Zend Framework 2, and you will also look at how the framework itself works. By the end of this book, you will be able to create entire secure applications on your own and make sure they are tested and optimized for performance as well.You will learn about sending and receiving e-mails, translation and localization of the application, and how to set up the framework on a Linux web server. You will also learn how to display data from the application to the user by using different display strategies and renderings. The creation of modules will also be discussed. Then, you will move on to look at how to authenticate users and make sure the developer knows how to pick the best method available. Unit testing, debugging, and enhancing the performance will also be covered in this book.Zend Framework 2 Cookbook is a perfect book for anyone who wants to start developing with Zend Framework 2.