Python Apps On Visual Studio Code

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Visual Studio Code for Python Programmers

Author : April Speight
Publisher : John Wiley & Sons
ISBN 13 : 1119773377
Total Pages : 256 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Visual Studio Code for Python Programmers by : April Speight

Download or read book Visual Studio Code for Python Programmers written by April Speight and published by John Wiley & Sons. This book was released on 2021-06-04 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become proficient and efficient with Visual Studio Code and learn how to integrate all your external tools! Visual Studio Code for Python Programmers helps Python developers become not just familiar, but productive in Visual Studio Code. To start, you’ll find the steps for installing Visual Studio Code on Windows, Mac and Linux platforms, along with an introduction to the editing features of the workspace. Coverage of more advanced functionality includes managing source code, debugging, unit testing, and Jupyter Notebook support. The book finishes with a walk-through of real-world projects which utilize Visual Studio Code features introduced in the book. For developers, the choice of an editor is a very personal one. You have idiosyncratic needs and wants that are unique to you as a developer. This book will help you learn how to customize Visual Studio Code to meet your needs and Python development workflow. Introduces you to the features of the Visual Studio Code workspace and how those features can be customized Demonstrates how Visual Studio Code allows you to choose your structure according to your needs Covers editing code in Python, including syntax highlighting, code completion, object definition, refactoring, and code navigation Describes Git integration and how to perform common Git functions (commits, checkouts, branches, and merges) from within Visual Studio Code Highlights debugging features for Python developers A final section on Real World Applications will step you through several examples (and features integration with Django, Flask, Jupyter Notebook, Docker, and Azure), so you can hit the ground running with Visual Studio Code.

Developing Multi-Platform Apps with Visual Studio Code

Author : Ovais Mehboob Ahmed Khan
Publisher : Packt Publishing Ltd
ISBN 13 : 1838826645
Total Pages : 334 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Developing Multi-Platform Apps with Visual Studio Code by : Ovais Mehboob Ahmed Khan

Download or read book Developing Multi-Platform Apps with Visual Studio Code written by Ovais Mehboob Ahmed Khan and published by Packt Publishing Ltd. This book was released on 2020-09-18 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Redefine your software development experience by understanding the extensive features and rich functionalities offered by Visual Studio Code Key FeaturesLeverage the power of the free, cross-platform, and highly customizable code editor to build modern web and cloud applicationsEdit, debug and deploy on Microsoft Azure with Visual Studio CodeLearn how to customize features and install a wide variety of third-party extensionsBook Description Microsoft Visual Studio Code is a powerful, lightweight code editor for modern web and cloud development. It is a source code editor that can be used with a variety of programming languages, which works on multiple platforms such as Linux, Windows, and macOS. This book provides extensive coverage of the tools, functionalities, and extensions available within the VS Code environment that will help you build multi-platform apps with ease. You’ll start with the installation of VS Code and learn about various tools and features that are essential for development. Progressing through the chapters, you'll explore the user interface while understanding tips and tricks for increasing productivity. Next, you’ll delve into VS Code extensions and discover how they can make life easier for developers. Later, the book shows you how to develop a sample application with different programming languages, tools, and runtimes to display how VS code can be used effectively for development, before helping you get to grips with source code version management and deployment on Azure with VS Code. Finally, you’ll build on your skills by focusing on remote development with VS Code. By the end of this book, you’ll have the knowledge you need to use Visual Studio Code as your primary tool for software development. What you will learnExplore various editing, formatting, and navigational features of VS CodeUnderstand how to add, delete, and configure extensions in VS CodeDevelop web APIs using Node.js, Java, and Python in VS CodeDevelop background service in .NET Core and explore DaprDelve into debugging techniques such as breakpoints, log points, and data inspectionUse Git with Azure DevOps to share and synchronize code with VS CodeCreate custom extensions in VS Code to increase developer productivityUnderstand the concepts of remote development using VS CodeWho this book is for This book is for software developers, web developers and polyglot programmers, who are working with any language or framework such as Python, Java, Node.js, or .NET and are looking to learn how they can create multi-platform, microservices based, cloud-native applications while effectively using Visual Studio Code for editing, debugging, version management and deployment. Basic software development skills are a must to grasp the concepts covered in this book.

Python Apps on Visual Studio Code

Author : Swapnil Saurav
Publisher : BPB Publications
ISBN 13 : 9355519508
Total Pages : 418 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Python Apps on Visual Studio Code by : Swapnil Saurav

Download or read book Python Apps on Visual Studio Code written by Swapnil Saurav and published by BPB Publications. This book was released on 2024-02-02 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supercharge your Python skills: Build stunning apps using Visual Studio Code KEY FEATURES ● Effectively use VS Code for designing efficient Python programs. ● Learn to develop applications and master the concepts of Python. ● Master the popular VS Code and the most popular programming language Python. DESCRIPTION Python is the most user-friendly programming language, and with VS Code, coding becomes even easier. VS Code is a code editor that supports tasks like debugging and version control. This book will help readers enhance basic programming skills, create efficient Python applications with ease, and skip lengthy learning hours for smart development. Utilize the capabilities of Visual Studio Code with this book. From setting up the environment to developing Python applications, this book will help you explore various aspects of Visual Studio Code. Go in-depth with advanced topics like building desktop databases, mastering algorithms, and creating multi-threading applications. The readers will learn to create a Jupyter Dashboard, edit Jupyter Notebooks, master Tkinter GUI, and develop Flask web applications. Explore container work in Azure for a complete understanding of using VS Code in diverse development scenarios. By the end of this book, the readers will become self-reliant coding experts by creating smart solutions. WHAT YOU WILL LEARN ● Set up and configure Visual Studio Code for Python development. ● Use top extensions in Visual Studio Code to enhance productivity. ● Design advanced algorithms and build multi-threading applications. ● Master GUI development with Tkinter and build Flask-based web applications. ● Work with containers in Azure for deployment. WHO THIS BOOK IS FOR This book is for developers who may not have prior experience with Python programming, but want to learn Python programming through Visual Studio Code editor for Python development. TABLE OF CONTENTS 1. Introduction to VS Code 2. Setting up the Environment 3. Top Extensions in VS Code for Python 4. Developing Visualizing Python App in VS Code 5. Developing Desktop Application using Database 6. Advanced Algorithm Design 7. Building Multithreading Application 8. Building an Interactive Dashboard using Jupyter Notebook 9. Editing and Debugging Jupyter Notebook 10. Mastering Tkinter GUI Capabilities using VS Code 11. Developing Flask-based Web Applications 12. Working with Containers in Azure

Visual Studio Code Distilled

Author : Alessandro Del Sole
Publisher : Apress
ISBN 13 : 1484242246
Total Pages : 221 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Visual Studio Code Distilled by : Alessandro Del Sole

Download or read book Visual Studio Code Distilled written by Alessandro Del Sole and published by Apress. This book was released on 2018-11-29 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use Visual Studio Code to write and debug code quickly and efficiently on any platform, for any device, using any programming language, and on the operating system of your choice. Visual Studio Code is an open source and cross-platform development tool that focuses on code editing across a variety of development scenarios, including web, mobile, and cloud development. Visual Studio Code Distilled teaches you how to be immediately productive with Visual Studio Code, from the basics to some of the more complex topics. You will learn how to work on individual code files, complete projects, and come away with an understanding of advanced code-editing features that will help you focus on productivity, and source code collaboration with Git. What You'll Learn Comprehend Visual Studio Code in a way that is not just theory or a list of features, but an approach driven by developer tasks and needs Understand integrated support for team collaboration with Git for executing and debugging code, and the many ways you can extend and customize VS Code Debug code on multiple platforms though real-world guidance, such as working under corporate networks Expand your coding intelligence from web to mobile to the cloud, and even artificial intelligence Acquire valuable tips, tricks, and suggestions from hard-earned, real-world experience to be more productive Who This Book Is For All developers (including JavaScript, Java, NodeJS), not just those with a Microsoft background, who will benefit from learning and using VS code as a cross-platform and cross-language tool.

Python Tricks

Author : Dan Bader
Publisher : Dan Bader
ISBN 13 : 9781775093305
Total Pages : 302 pages
Book Rating : 4.0/5 (933 download)

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Book Synopsis Python Tricks by : Dan Bader

Download or read book Python Tricks written by Dan Bader and published by Dan Bader. This book was released on 2017 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: "I don't even feel like I've scratched the surface of what I can do with Python" With Python Tricks: The Book you'll discover Python's best practices and the power of beautiful & Pythonic code with simple examples and a step-by-step narrative. You'll get one step closer to mastering Python, so you can write beautiful and idiomatic code that comes to you naturally. Learning the ins and outs of Python is difficult-and with this book you'll be able to focus on the practical skills that really matter. Discover the "hidden gold" in Python's standard library and start writing clean and Pythonic code today. Who Should Read This Book: If you're wondering which lesser known parts in Python you should know about, you'll get a roadmap with this book. Discover cool (yet practical!) Python tricks and blow your coworkers' minds in your next code review. If you've got experience with legacy versions of Python, the book will get you up to speed with modern patterns and features introduced in Python 3 and backported to Python 2. If you've worked with other programming languages and you want to get up to speed with Python, you'll pick up the idioms and practical tips you need to become a confident and effective Pythonista. If you want to make Python your own and learn how to write clean and Pythonic code, you'll discover best practices and little-known tricks to round out your knowledge. What Python Developers Say About The Book: "I kept thinking that I wished I had access to a book like this when I started learning Python many years ago." - Mariatta Wijaya, Python Core Developer "This book makes you write better Python code!" - Bob Belderbos, Software Developer at Oracle "Far from being just a shallow collection of snippets, this book will leave the attentive reader with a deeper understanding of the inner workings of Python as well as an appreciation for its beauty." - Ben Felder, Pythonista "It's like having a seasoned tutor explaining, well, tricks!" - Daniel Meyer, Sr. Desktop Administrator at Tesla Inc.

Visual Studio Code

Author : Bruce Johnson
Publisher : John Wiley & Sons
ISBN 13 : 1119588189
Total Pages : 192 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Visual Studio Code by : Bruce Johnson

Download or read book Visual Studio Code written by Bruce Johnson and published by John Wiley & Sons. This book was released on 2019-09-11 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expert guidance on using Visual Studio Code for editing and debugging your web development projects Visual Studio Code, a free, open source, cross-compatible source code editor, is one of the most popular choices for web developers. It is fast, lightweight, customizable, and contains built-in support for JavaScript, Typescript, and Node.js extensions for other languages, including C++, Python, and PHP. Features such as debugging capability, embedded Git control, syntax highlighting, code snippets, and IntelliSense intelligent code completion support—several of which set it apart from the competition—help make Visual Studio Code an impressive, out-of-the-box solution. Visual Studio Code: End-to-End Editing and Debugging Tools for Web Developers helps readers to become familiar with and productive in Visual Studio Code. This up-to-date guide covers all of the essential components of the software, including the editing features of the workspace, advanced functionality such as code refactoring and key binding, and integration with Grunt, Gulp, NPM, and other external tools. New users, experienced developers, and those considering moving from another developer tool will benefit from this book’s detailed, yet easy-to-follow information on Visual Studio Code. This book: Teaches readers how to use Visual Studio Code to do full-stack development Explains the steps to install Visual Studio Code on Windows, Mac and Linux platforms Provides a foundation for non-users considering moving to Visual Studio Code Helps current users expand their knowledge of the tool and its available extensions Describes how to open a .NET Core project and get end-to-end execution and debugging functionality Visual Studio Code: End-to-End Editing and Debugging Tools for Web Developers is an invaluable guide for both professional and hobbyist web developers seeking immediately-useful information on Visual Studio Code.

Begin to Code with Python

Author : Rob Miles
Publisher : Microsoft Press
ISBN 13 : 1509304533
Total Pages : 1282 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Begin to Code with Python by : Rob Miles

Download or read book Begin to Code with Python written by Rob Miles and published by Microsoft Press. This book was released on 2017-11-21 with total page 1282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a Python programmer–and have fun doing it! Start writing software that solves real problems, even if you have absolutely no programming experience! This friendly, easy, full-color book puts you in total control of your own learning, empowering you to build unique and useful programs. Microsoft has completely reinvented the beginning programmer’s tutorial, reflecting deep research into how today’s beginners learn, and why other books fall short. Begin to Code with Python is packed with innovations, from its “Snaps” prebuilt operations to its “Make Something Happen” projects. Whether you’re a total beginner or you’ve tried before, this guide will put the power, excitement, and fun of programming where it belongs: in your hands! Easy, friendly, and you’re in control! Learn how to... Get, install, and use powerful free tools to create modern Python programs Learn key concepts from 170 sample programs, and use them to jumpstart your own Discover exactly what happens when a program runs Approach program development with a professional perspective Learn the core elements of the Python language Build more complex software with classes, methods, and objects Organize programs so they’re easy to build and improve Capture and respond to user input Store and manipulate many types of real-world data Define custom data types to solve specific problems Create interactive games that are fun to play Build modern web and cloud-based applications Use pre-built libraries to quickly create powerful software Get code samples, including complete apps, at: https://aka.ms/BegintoCodePython/downloads About This Book For absolute beginners who’ve never written a line of code For anyone who’s been frustrated with other beginning programming books or courses For people who’ve started out with other languages and now want to learn Python Works with Windows PC, Apple Mac, Linux PC, or Raspberry Pi Includes mapping of MTA exam objectives that are covered in this book, as well as an appendix with further explanation of some of the topics on the exam

Begin to Code with C#

Author : Rob Miles
Publisher : Microsoft Press
ISBN 13 : 1509301178
Total Pages : 980 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Begin to Code with C# by : Rob Miles

Download or read book Begin to Code with C# written by Rob Miles and published by Microsoft Press. This book was released on 2016-08-31 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a C# programmer—and have fun doing it! Start writing software that solves real problems, even if you have absolutely no programming experience! This friendly, easy, full-color book puts you in total control of your own learning, empowering you to build unique and useful programs. Microsoft has completely reinvented the beginning programmer’s tutorial, reflecting deep research into how today’s beginners learn, and why other books fall short. Begin to Code with C# is packed with innovations, from its “Snaps” prebuilt operations to its “Make Something Happen” projects. Whether you’re a total beginner or you’ve tried before, this guide will put the power, excitement, and fun of programming where it belongs: in your hands! Easy, friendly, and you’re in control! Learn how to... • Get the free tools you need to create modern programs • Work with 150 sample programs that illustrate important concepts • Use the sample programs as starting points for your own programs • Explore exactly what happens when a program runs • Approach program development with a professional perspective • Use powerful productivity shortcuts built into Microsoft Visual Studio • Master classes, interfaces, methods, and other essential concepts • Organize programs so they’re easy to construct and improve • Capture and respond to user input • Store and manipulate many types of real-world data • Create interactive games that are fun to play • Build modern interfaces your users will love • Test and debug your code—and avoid problems in the first place

Optimizing Visual Studio Code for Python Development

Author : Sufyan bin Uzayr
Publisher : Apress
ISBN 13 : 9781484273432
Total Pages : 205 pages
Book Rating : 4.2/5 (734 download)

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Book Synopsis Optimizing Visual Studio Code for Python Development by : Sufyan bin Uzayr

Download or read book Optimizing Visual Studio Code for Python Development written by Sufyan bin Uzayr and published by Apress. This book was released on 2021-09-21 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Visual Studio Code and implement its features in Python coding, debugging, linting, and overall project management. This book addresses custom scenarios for writing programs in Python frameworks, such as Django and Flask. The book starts with an introduction to Visual Studio Code followed by code editing in Python. Here, you will learn about the required extensions of Visual Studio Code to perform various functions such as linting and debugging in Python. Next, you will set up the environment and run your projects along with the support for Jupyter. You will also work with Python frameworks such as Django and go through data science specific-information and tutorials. Finally, you will learn how to integrate Azure for Python and how to use containers in Visual Studio Code. Optimizing Visual Studio Code for Python Development is your ticket to writing Python scripts with this versatile code editor. What You'll Learn Execute Flask development in Visual Studio Code for control over libraries used in an application Optimize Visual Studio Code to code faster and better Understand linting and debugging Python code in Visual Studio Code Work with Jupyter Notebooks in Visual Studio Code Who This Book Is For Python developers, beginners, and experts looking to master Visual Studio Code

Cross-Platform Modern Apps with VS Code

Author : Ockert J. du Preez
Publisher : BPB Publications
ISBN 13 : 935551042X
Total Pages : 332 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Cross-Platform Modern Apps with VS Code by : Ockert J. du Preez

Download or read book Cross-Platform Modern Apps with VS Code written by Ockert J. du Preez and published by BPB Publications. This book was released on 2022-03-16 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simplified development of cross-platform applications by learning VS Code KEY FEATURES ● Covers sophisticated to simple web apps and webUIs development on VS Code with debugging. ● In-depth experimentation of VS Code including Machine Learning, NodeJS API and customized extensions. ● Provides refresher on popular tools like EF Core, Angular, Xamarin.Forms and Blazor. DESCRIPTION This book explores VS Code's core features, including multi-language IDE, rapid programming, and innovative front-end development, to show readers how to design and debug modern online and cloud applications. You will learn how to build native apps, spend less time working with the platform, and focus more on the creative aspects of generating a smart UI. While you learn and practise on VS Code, you build solid grounds on robust server-side programming. You will learn how to use VS Code to develop your javascript, typescript, nodejs, or angular app more quickly and easily. Not only an application development environment, but VS Code also enables you to create microservices, extensions, and cloud applications. Not only can you construct applications with VS Code, but you can also develop microservices, extensions, and cloud applications. Throughout the book, you get trained on Entity Framework Core, Razor, Xamarin.Forms and numerous APIs. This book not only prepares you to design multi-platform applications or work with Visual Studio Code, but it also prepares you to be a great developer who can alter the code, debug issues, and manage the many versions on your own. WHAT YOU WILL LEARN ● Engage Razor and ASP.NET Core to build dynamic web apps. ● Get a practical edge with Xamarin.Forms to experience the native development. ● Explore Entity Framework Core for building data-rich applications. ● Create a custom Visual Studio code extension for your application. ● Use a variety of APIs, such as NodeJS and Python, in your implementations. WHO THIS BOOK IS FOR This book caters to application developers and web developers who want to develop multi-platform applications and authentic practice of VS Code environment. You are not required to have any programming experience, though some understanding of application development may help speed up the learnings. TABLE OF CONTENTS 1. Comparing Visual Studio Code to Visual Studio 2. Up and Running with VS Code 3. Building Web UIs with Blazor 4. Building Websites with ASP.NET Core Razor Pages 5. Building Cross-Platform Mobile Apps with Xamarin.Forms 6. Building Web-Based Apps with Angular 7. Introducing Entity Framework Core 8. Exploring the Database Providers in Entity Framework Core 9. Building Multi-Platform Apps with Visual Studio Code 10. Building Services with Visual Studio Code 11. Application Deployment Options 12. Working with Python, Node.JS, and other APIs 13. Creating Custom Extensions in Visual Studio Code 14. Appendix A

Artificial Intelligence with Python

Author : Prateek Joshi
Publisher : Packt Publishing Ltd
ISBN 13 : 1786469677
Total Pages : 437 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis Artificial Intelligence with Python by : Prateek Joshi

Download or read book Artificial Intelligence with Python written by Prateek Joshi and published by Packt Publishing Ltd. This book was released on 2017-01-27 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you About This Book Step into the amazing world of intelligent apps using this comprehensive guide Enter the world of Artificial Intelligence, explore it, and create your own applications Work through simple yet insightful examples that will get you up and running with Artificial Intelligence in no time Who This Book Is For This book is for Python developers who want to build real-world Artificial Intelligence applications. This book is friendly to Python beginners, but being familiar with Python would be useful to play around with the code. It will also be useful for experienced Python programmers who are looking to use Artificial Intelligence techniques in their existing technology stacks. What You Will Learn Realize different classification and regression techniques Understand the concept of clustering and how to use it to automatically segment data See how to build an intelligent recommender system Understand logic programming and how to use it Build automatic speech recognition systems Understand the basics of heuristic search and genetic programming Develop games using Artificial Intelligence Learn how reinforcement learning works Discover how to build intelligent applications centered on images, text, and time series data See how to use deep learning algorithms and build applications based on it In Detail Artificial Intelligence is becoming increasingly relevant in the modern world where everything is driven by technology and data. It is used extensively across many fields such as search engines, image recognition, robotics, finance, and so on. We will explore various real-world scenarios in this book and you'll learn about various algorithms that can be used to build Artificial Intelligence applications. During the course of this book, you will find out how to make informed decisions about what algorithms to use in a given context. Starting from the basics of Artificial Intelligence, you will learn how to develop various building blocks using different data mining techniques. You will see how to implement different algorithms to get the best possible results, and will understand how to apply them to real-world scenarios. If you want to add an intelligence layer to any application that's based on images, text, stock market, or some other form of data, this exciting book on Artificial Intelligence will definitely be your guide! Style and approach This highly practical book will show you how to implement Artificial Intelligence. The book provides multiple examples enabling you to create smart applications to meet the needs of your organization. In every chapter, we explain an algorithm, implement it, and then build a smart application.

Begin to Code with JavaScript

Author : Rob Miles
Publisher : Microsoft Press
ISBN 13 : 9780136870722
Total Pages : 0 pages
Book Rating : 4.8/5 (77 download)

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Book Synopsis Begin to Code with JavaScript by : Rob Miles

Download or read book Begin to Code with JavaScript written by Rob Miles and published by Microsoft Press. This book was released on 2021-09-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This full-color book will inspire beginner JavaScript learners to start solving problems and creating programs with JavaScript, even with absolutely no programming experience. It is not just friendly and easy: it is the first JavaScript guide for beginners that puts readers in control of their own learning and empowers them to build unique programs to solve problems they care about. Begin to Code with JavaScript is packed with innovations, including its Snaps library of pre-built operations that are easy to combine with their own unique programs, Cookie Cutter templates that give them a flying start, and Make Something Happen projects that help them build skills by creating their own programs.

Python All-in-One For Dummies

Author : John C. Shovic
Publisher : John Wiley & Sons
ISBN 13 : 1119557593
Total Pages : 704 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Python All-in-One For Dummies by : John C. Shovic

Download or read book Python All-in-One For Dummies written by John C. Shovic and published by John Wiley & Sons. This book was released on 2019-05-07 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your one-stop resource on all things Python Thanks to its flexibility, Python has grown to become one of the most popular programming languages in the world. Developers use Python in app development, web development, data science, machine learning, and even in coding education classes. There's almost no type of project that Python can't make better. From creating apps to building complex websites to sorting big data, Python provides a way to get the work done. Python All-in-One For Dummies offers a starting point for those new to coding by explaining the basics of Python and demonstrating how it’s used in a variety of applications. Covers the basics of the language Explains its syntax through application in high-profile industries Shows how Python can be applied to projects in enterprise Delves into major undertakings including artificial intelligence, physical computing, machine learning, robotics and data analysis This book is perfect for anyone new to coding as well as experienced coders interested in adding Python to their toolbox.

Learn Python by Building Data Science Applications

Author : Philipp Kats
Publisher : Packt Publishing Ltd
ISBN 13 : 1789533066
Total Pages : 464 pages
Book Rating : 4.7/5 (895 download)

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Book Synopsis Learn Python by Building Data Science Applications by : Philipp Kats

Download or read book Learn Python by Building Data Science Applications written by Philipp Kats and published by Packt Publishing Ltd. This book was released on 2019-08-30 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the constructs of the Python programming language and use them to build data science projects Key FeaturesLearn the basics of developing applications with Python and deploy your first data applicationTake your first steps in Python programming by understanding and using data structures, variables, and loopsDelve into Jupyter, NumPy, Pandas, SciPy, and sklearn to explore the data science ecosystem in PythonBook Description Python is the most widely used programming language for building data science applications. Complete with step-by-step instructions, this book contains easy-to-follow tutorials to help you learn Python and develop real-world data science projects. The “secret sauce” of the book is its curated list of topics and solutions, put together using a range of real-world projects, covering initial data collection, data analysis, and production. This Python book starts by taking you through the basics of programming, right from variables and data types to classes and functions. You’ll learn how to write idiomatic code and test and debug it, and discover how you can create packages or use the range of built-in ones. You’ll also be introduced to the extensive ecosystem of Python data science packages, including NumPy, Pandas, scikit-learn, Altair, and Datashader. Furthermore, you’ll be able to perform data analysis, train models, and interpret and communicate the results. Finally, you’ll get to grips with structuring and scheduling scripts using Luigi and sharing your machine learning models with the world as a microservice. By the end of the book, you’ll have learned not only how to implement Python in data science projects, but also how to maintain and design them to meet high programming standards. What you will learnCode in Python using Jupyter and VS CodeExplore the basics of coding – loops, variables, functions, and classesDeploy continuous integration with Git, Bash, and DVCGet to grips with Pandas, NumPy, and scikit-learnPerform data visualization with Matplotlib, Altair, and DatashaderCreate a package out of your code using poetry and test it with PyTestMake your machine learning model accessible to anyone with the web APIWho this book is for If you want to learn Python or data science in a fun and engaging way, this book is for you. You’ll also find this book useful if you’re a high school student, researcher, analyst, or anyone with little or no coding experience with an interest in the subject and courage to learn, fail, and learn from failing. A basic understanding of how computers work will be useful.

How To Code in Python 3

Author : Lisa Tagliaferri
Publisher : DigitalOcean
ISBN 13 : 0999773003
Total Pages : 355 pages
Book Rating : 4.9/5 (997 download)

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Book Synopsis How To Code in Python 3 by : Lisa Tagliaferri

Download or read book How To Code in Python 3 written by Lisa Tagliaferri and published by DigitalOcean. This book was released on 2018-02-01 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This educational book introduces emerging developers to computer programming through the Python software development language, and serves as a reference book for experienced developers looking to learn a new language or re-familiarize themselves with computational logic and syntax.

Flask Web Development

Author : Miguel Grinberg
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491991690
Total Pages : 301 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Flask Web Development by : Miguel Grinberg

Download or read book Flask Web Development written by Miguel Grinberg and published by "O'Reilly Media, Inc.". This book was released on 2018-03-05 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take full creative control of your web applications with Flask, the Python-based microframework. With the second edition of this hands-on book, youâ??ll learn Flask from the ground up by developing a complete, real-world application created by author Miguel Grinberg. This refreshed edition accounts for important technology changes that have occurred in the past three years. Explore the frameworkâ??s core functionality, and learn how to extend applications with advanced web techniques such as database migrations and an application programming interface. The first part of each chapter provides you with reference and background for the topic in question, while the second part guides you through a hands-on implementation. If you have Python experience, youâ??re ready to take advantage of the creative freedom Flask provides. Three sections include: A thorough introduction to Flask: explore web application development basics with Flask and an application structure appropriate for medium and large applications Building Flasky: learn how to build an open source blogging application step-by-step by reusing templates, paginating item lists, and working with rich text Going the last mile: dive into unit testing strategies, performance analysis techniques, and deployment options for your Flask application

Building Android Apps in Python Using Kivy with Android Studio

Author : Ahmed Fawzy Mohamed Gad
Publisher : Apress
ISBN 13 : 1484250311
Total Pages : 432 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Building Android Apps in Python Using Kivy with Android Studio by : Ahmed Fawzy Mohamed Gad

Download or read book Building Android Apps in Python Using Kivy with Android Studio written by Ahmed Fawzy Mohamed Gad and published by Apress. This book was released on 2019-10-14 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Start building Python-based Android applications using Kivy with Android Studio. Through in-depth examples, this book teaches you everything you need to create your first Android application in Python and publish on Google Play. Building Android Apps in Python Using Kivy with Android Studio takes you through the basics of Kivy by discussing its application structure, widgets, and event handling. The KV language is then introduced for separating the logic and GUI by adding widgets within a KV file. You will then learn how to utilize Android camera using Kivy, build the HTTP server using Flask, and create and manage multiple screens to help you design your own applications. Through detailed step-by-step instructions, you will create your first multi-level cross-platform game that includes animation and sound effects. Following this, the process of converting the Kivy application into an Android application using Buildozer and Python-4-Android is covered in detail. You will then learn how to edit the generated Android Studio project into Android Studio by adding extensions to the original application. The widgets added in Kivy could be handled within Android Studio. Moreover, Android views could be added to enrich the Kivy application. The resulting Android application created with Kivy can be hosted on Google Play to download and install as a regular Android application. At the end, this book will give you the basic knowledge of Kivy needed to build cross-platform Android applications, produce an Android Studio project, and understand how it all works in detail. What You Will Learn Build cross-platform applications from scratch using Kivy in detailCreate a cross-platform interactive multi-level game from the ground upExamine the pipeline of building an Android app from the Python Kivy appUnderstand the structure of the Android Studio project produced by KivyRecognize how to extend the application within Android Studio by adding more Android views to the application main activity. Who This Book Is For Python developers with no previous experience in Kivy who are looking to create their first Android application completely in Python.