Django 2 Web Development Cookbook, 3rd Edition
Django is a framework designed to balance rapid web development with high performance. It handles high levels of user traffic and interaction, integrates with a variety of databases, and collects and processes data in real time. This book follows a task-based approach to guide you through developing with the Django 2.1 framework, starting with setting up and configuring Docker containers and a virtual environment for your project. You'll learn how to write reusable pieces of code for your models and manage database changes. You'll work with forms and views to enter and list data, applying practical examples using templates and JavaScript together for the optimum user experience. This cookbook helps you to adjust the built-in Django administration to fit your needs and sharpen security and performance to make your web applications as robust, scalable, and dependable as possible. You'll also explore integration with Django CMS, the popular content management suite. In the final cha ...
Django is a framework designed to balance rapid web development with high performance. It handles high levels of user traffic and interaction, integrates with a variety of databases, and collects and processes data in real time. This book follows a task-based approach to guide you through developing with the Django 2.1 framework, starting with setting up and configuring Docker containers and a virtual environment for your project. You'll learn how to write reusable pieces of code for your models and manage database changes. You'll work with forms and views to enter and list data, applying practical examples using templates and JavaScript together for the optimum user experience. This cookbook helps you to adjust the built-in Django administration to fit your needs and sharpen security and performance to make your web applications as robust, scalable, and dependable as possible. You'll also explore integration with Django CMS, the popular content management suite. In the final cha ...
Big Data Processing with Apache Spark
Processing big data in real time is challenging due to scalability, information consistency, and fault-tolerance. This book teaches you how to use Spark to make your overall analytical workflow faster and more efficient. You'll explore all core concepts and tools within the Spark ecosystem, such as Spark Streaming, the Spark Streaming API, machine learning extension, and structured streaming. You'll begin by learning data processing fundamentals using Resilient Distributed Datasets (RDDs), SQL, Datasets, and Dataframes APIs. After grasping these fundamentals, you'll move on to using Spark Streaming APIs to consume data in real time from TCP sockets, and integrate Amazon Web Services (AWS) for stream consumption. By the end of this book, you'll not only have understood how to use machine learning extensions and structured streams but you'll also be able to apply Spark in your own upcoming big data projects. ...
Processing big data in real time is challenging due to scalability, information consistency, and fault-tolerance. This book teaches you how to use Spark to make your overall analytical workflow faster and more efficient. You'll explore all core concepts and tools within the Spark ecosystem, such as Spark Streaming, the Spark Streaming API, machine learning extension, and structured streaming. You'll begin by learning data processing fundamentals using Resilient Distributed Datasets (RDDs), SQL, Datasets, and Dataframes APIs. After grasping these fundamentals, you'll move on to using Spark Streaming APIs to consume data in real time from TCP sockets, and integrate Amazon Web Services (AWS) for stream consumption. By the end of this book, you'll not only have understood how to use machine learning extensions and structured streams but you'll also be able to apply Spark in your own upcoming big data projects. ...
Python Fundamentals
After a brief history of Python and key differences between Python 2 and Python 3, you'll understand how Python has been used in applications such as YouTube and Google App Engine. As you work with the language, you'll learn about control statements, delve into controlling program flow and gradually work on more structured programs via functions. As you settle into the Python ecosystem, you'll learn about data structures and study ways to correctly store and represent information. By working through specific examples, you'll learn how Python implements object-oriented programming (OOP) concepts of abstraction, encapsulation of data, inheritance, and polymorphism. You'll be given an overview of how imports, modules, and packages work in Python, how you can handle errors to prevent apps from crashing, as well as file manipulation. By the end of this book, you'll have built up an impressive portfolio of projects and armed yourself with the skills you need to tackle Python projects i ...
After a brief history of Python and key differences between Python 2 and Python 3, you'll understand how Python has been used in applications such as YouTube and Google App Engine. As you work with the language, you'll learn about control statements, delve into controlling program flow and gradually work on more structured programs via functions. As you settle into the Python ecosystem, you'll learn about data structures and study ways to correctly store and represent information. By working through specific examples, you'll learn how Python implements object-oriented programming (OOP) concepts of abstraction, encapsulation of data, inheritance, and polymorphism. You'll be given an overview of how imports, modules, and packages work in Python, how you can handle errors to prevent apps from crashing, as well as file manipulation. By the end of this book, you'll have built up an impressive portfolio of projects and armed yourself with the skills you need to tackle Python projects i ...
Applied Data Science with Python and Jupyter
Getting started with data science doesn't have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, you'll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. You'll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, you'll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented. Finally, the book ends by looking at data collection techniques. You'll see how web data can be acquired with scraping techniques and via APIs, and then briefly explore interactive visualizations. ...
Getting started with data science doesn't have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, you'll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. You'll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, you'll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented. Finally, the book ends by looking at data collection techniques. You'll see how web data can be acquired with scraping techniques and via APIs, and then briefly explore interactive visualizations. ...
Learn Scala Programming
The second version of Scala has undergone multiple changes to support features and library implementations. Scala 2.13, with its main focus on modularizing the standard library and simplifying collections, brings with it a host of updates. Learn Scala Programming addresses both technical and architectural changes to the redesigned standard library and collections, along with covering in-depth type systems and first-level support for functions. You will discover how to leverage implicits as a primary mechanism for building type classes and look at different ways to test Scala code. You will also learn about abstract building blocks used in functional programming, giving you sufficient understanding to pick and use any existing functional programming library out there. In the concluding chapters, you will explore reactive programming by covering the Akka framework and reactive streams. By the end of this book, you will have built microservices and learned to implement them with the ...
The second version of Scala has undergone multiple changes to support features and library implementations. Scala 2.13, with its main focus on modularizing the standard library and simplifying collections, brings with it a host of updates. Learn Scala Programming addresses both technical and architectural changes to the redesigned standard library and collections, along with covering in-depth type systems and first-level support for functions. You will discover how to leverage implicits as a primary mechanism for building type classes and look at different ways to test Scala code. You will also learn about abstract building blocks used in functional programming, giving you sufficient understanding to pick and use any existing functional programming library out there. In the concluding chapters, you will explore reactive programming by covering the Akka framework and reactive streams. By the end of this book, you will have built microservices and learned to implement them with the ...
Hands-On TypeScript for C# and .NET Core Developers
Writing clean, object-oriented code in JavaScript gets trickier and complex as the size of the project grows. This is where Typescript comes into the picture; it lets you write pure object-oriented code with ease, giving it the upper hand over JavaScript. This book introduces you to basic TypeScript concepts by gradually modifying standard JavaScript code, which makes learning TypeScript easy for C# ASP.NET developers. As you progress through the chapters, you'll cover object programming concepts, such as classes, interfaces, and generics, and understand how they are related to, and similar in, both ES6 and C#. You will also learn how to use bundlers like WebPack to package your code and other resources. The book explains all concepts using practical examples of ASP.NET Core projects, and reusable TypeScript libraries. Finally, you'll explore the features that TypeScript inherits from either ES6 or C#, or both of them, such as Symbols, Iterables, Promises, and Decorators. By the ...
Writing clean, object-oriented code in JavaScript gets trickier and complex as the size of the project grows. This is where Typescript comes into the picture; it lets you write pure object-oriented code with ease, giving it the upper hand over JavaScript. This book introduces you to basic TypeScript concepts by gradually modifying standard JavaScript code, which makes learning TypeScript easy for C# ASP.NET developers. As you progress through the chapters, you'll cover object programming concepts, such as classes, interfaces, and generics, and understand how they are related to, and similar in, both ES6 and C#. You will also learn how to use bundlers like WebPack to package your code and other resources. The book explains all concepts using practical examples of ASP.NET Core projects, and reusable TypeScript libraries. Finally, you'll explore the features that TypeScript inherits from either ES6 or C#, or both of them, such as Symbols, Iterables, Promises, and Decorators. By the ...
Microsoft Dynamics 365 For Dummies
It's no secret that running a business involves several complex parts like managing staff, financials, marketing, and operations - just to name a few. That's where Microsoft Dynamics 365, the most profitable business management tool, comes in. In Microsoft Dynamics 365 For Dummies, you'll learn the aspects of the program and each of its applications from Customer Service to Financial Management. With expert author Renato Bellu's clear instructions and helpful tips, you'll be managing to your fullest advantage before you know it. Let's get started! Digitally transform your business by connecting CRM and ERP; Use data to make decisions across all business functions; Integrate Dynamics 365 with Office 365 and LinkedIn; Manage financials and operations. Are you running a dynamic business? This book shows you how! ...
It's no secret that running a business involves several complex parts like managing staff, financials, marketing, and operations - just to name a few. That's where Microsoft Dynamics 365, the most profitable business management tool, comes in. In Microsoft Dynamics 365 For Dummies, you'll learn the aspects of the program and each of its applications from Customer Service to Financial Management. With expert author Renato Bellu's clear instructions and helpful tips, you'll be managing to your fullest advantage before you know it. Let's get started! Digitally transform your business by connecting CRM and ERP; Use data to make decisions across all business functions; Integrate Dynamics 365 with Office 365 and LinkedIn; Manage financials and operations. Are you running a dynamic business? This book shows you how! ...
Outlook 2019 For Dummies
Of the millions of people who use Outlook, most only use about two percent of its features. Don't stay in the dark! Outlook 2019 For Dummies shows you how to take advantage of often-overlooked tips and tricks to make it work even better for you. Inside, you'll find information on navigating the user interface; utilizing the To-Do bar; filtering junk email; smart scheduling; RSS support; using electronic business cards; accessing data with two-way sync and offline and cloud based access, and much more! Make the most of Outlook's anti-phishing capabilities; Share your calendar; Integrate tasks with other Microsoft applications and services; Manage email folders. If you're upgrading to the latest version - or have never used this popular email tool - this book makes it easier than ever to get Outlook working for you. ...
Of the millions of people who use Outlook, most only use about two percent of its features. Don't stay in the dark! Outlook 2019 For Dummies shows you how to take advantage of often-overlooked tips and tricks to make it work even better for you. Inside, you'll find information on navigating the user interface; utilizing the To-Do bar; filtering junk email; smart scheduling; RSS support; using electronic business cards; accessing data with two-way sync and offline and cloud based access, and much more! Make the most of Outlook's anti-phishing capabilities; Share your calendar; Integrate tasks with other Microsoft applications and services; Manage email folders. If you're upgrading to the latest version - or have never used this popular email tool - this book makes it easier than ever to get Outlook working for you. ...
PowerPoint 2019 For Dummies
PowerPoint continues to be the go-to tool for business presentations. The software helps anyone who needs to communicate clearly by creating powerful and effective slideshow presentations featuring data in the form of charts, clip art, sound, and video. You can even use it to create presentations for the Web. In PowerPoint 2019 For Dummies, expert Doug Lowe shows you how to use this popular tool to make show-stopping presentations that will get your message across - and your audience excited. Create a slide presentation with special effects; Work with master slides and templates; Collaborate with other users in the cloud; Add charts, clip art, sound, and video. Want to learn to use PowerPoint quickly and efficiently? Look no further! ...
PowerPoint continues to be the go-to tool for business presentations. The software helps anyone who needs to communicate clearly by creating powerful and effective slideshow presentations featuring data in the form of charts, clip art, sound, and video. You can even use it to create presentations for the Web. In PowerPoint 2019 For Dummies, expert Doug Lowe shows you how to use this popular tool to make show-stopping presentations that will get your message across - and your audience excited. Create a slide presentation with special effects; Work with master slides and templates; Collaborate with other users in the cloud; Add charts, clip art, sound, and video. Want to learn to use PowerPoint quickly and efficiently? Look no further! ...
Office 2019 For Dummies
The world's leading suite of business productivity software, Microsoft Office helps users complete common business tasks, including word processing, email, presentations, data management and analysis, and much more. Whether you need accessible instruction on Word, Excel, PowerPoint, Outlook, or Access - or all of the above - this handy reference makes it easier. In Office X For Dummies, you'll get help with typing and formatting text in Word, creating and navigating an Excel spreadsheet, creating a powerful PowerPoint presentation, adding color, pictures, and sound to a presentation, configuring email with Outlook, designing an Access database, and more. Information is presented in the straightforward but fun language that has defined the Dummies series for more than twenty years. Get insight into common tasks and advanced tools; Find full coverage of each application in the suite; Benefit from updated information based on the newest software release; Make your work life easier ...
The world's leading suite of business productivity software, Microsoft Office helps users complete common business tasks, including word processing, email, presentations, data management and analysis, and much more. Whether you need accessible instruction on Word, Excel, PowerPoint, Outlook, or Access - or all of the above - this handy reference makes it easier. In Office X For Dummies, you'll get help with typing and formatting text in Word, creating and navigating an Excel spreadsheet, creating a powerful PowerPoint presentation, adding color, pictures, and sound to a presentation, configuring email with Outlook, designing an Access database, and more. Information is presented in the straightforward but fun language that has defined the Dummies series for more than twenty years. Get insight into common tasks and advanced tools; Find full coverage of each application in the suite; Benefit from updated information based on the newest software release; Make your work life easier ...