Hands On Application Development With Pycharm
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Hands On Application Development With Pycharm
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Author : Quan Nguyen
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-09-27
Hands On Application Development With Pycharm written by Quan Nguyen and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-27 with Computers categories.
A definitive guide to PyCharm to help you build business-oriented Python applications ranging from modern web development to data science Key FeaturesLearn basic to advanced PyCharm concepts to improve efficiency of your Python projectsWork through practical examples that focus on efficient application development with PyCharmExplore advanced features in PyCharm such as code automation, version control, and GUI debuggingBook Description JetBrain’s PyCharm is the most popular Integrated Development Environment (IDE) used by the Python community thanks to its numerous features that facilitate faster, more accurate, and more productive programming practices. However, the abundance of options and customizations can make PyCharm seem quite intimidating. Hands-on Application Development with PyCharm starts with PyCharm’s installation and configuration process, and systematically takes you through a number of its powerful features that can greatly improve your productivity. You’ll explore code automation, version control, graphical debugging/testing, management of virtual environments, and much more. Finally, you’ll delve into specific PyCharm features that support web development and data science, two of the fastest growing applications in Python programming. These include the integration of the Django framework as well as the extensive support for IPython and Jupyter Notebook. By the end of this PyCharm book, you will have gained extensive knowledge of the tool and be able to implement its features and make the most of its support for your projects. What you will learnExplore PyCharm functionalities and what makes it stand out from other Python IDEsSet up, configure, and customize your Python projects in PyCharmUnderstand how PyCharm integrates with Django for web developmentDiscover PyCharm's capabilities in database management and data visualizationPerform code automation, GUI testing, and version control in PyCharmIntegrate interactive Python tools such as Jupyter Notebooks for building virtual environmentsWho this book is for If you’re a beginner or an expert Python user looking to improve your productivity using one of the best Python IDEs, this book is for you. Basic knowledge of Python programming language is expected.
Hands On Application Development With Pycharm
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Author : Bruce M. Van Horn II
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-10-20
Hands On Application Development With Pycharm written by Bruce M. Van Horn II and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-20 with Computers categories.
Unleash the power of PyCharm to craft business, scientific, and web applications in Python with this definitive guide Key Features Learn basic to advanced PyCharm concepts to improve developer efficiency on your Python projects Learn with practical examples that focus on efficient application development Explore features such as code automation, graphical debugging, and remote development Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn the quest to develop robust, professional-grade software with Python and meet tight deadlines, it’s crucial to have the best tools at your disposal. In this second edition of Hands-on Application Development with PyCharm, you’ll learn tips and tricks to work at a speed and proficiency previously reserved only for elite developers. To achieve that, you’ll be introduced to PyCharm, the premiere professional integrated development environment for Python programmers among the myriad of IDEs available. Regardless of how Python is utilized, whether for general automation scripting, utility creation, web applications, data analytics, machine learning, or business applications, PyCharm offers tooling that simplifies complex tasks and streamlines common ones. In this book, you'll find everything you need to harness PyCharm's full potential and make the most of Pycharm's productivity shortcuts. The book comprehensively covers topics ranging from installation and customization to web development, database management, and data analysis pipeline development helping you become proficient in Python application development in diverse domains. By the end of this book, you’ll have discovered the remarkable capabilities of PyCharm and how you can achieve a new level of capability and productivity.What you will learn Explore basic and advanced PyCharm features Set up, configure, and customize your Python projects in PyCharm Develop web applications with Flask, Django, FastAPI, and Pyramid Discover PyCharm's capabilities for database management and data visualization Explore code automation, debugging, and remote development in PyCharm Perform data science tasks using Jupyter notebooks, NumPy, and pandas Who this book is forThis book is for Python practitioners and learners looking to boost their productivity and proficiency by harnessing the features and capabilities of PyCharm, all while gaining insights into best practices for modern application development. Basic knowledge of Python is required, making the book accessible to both newcomers and experienced Python developers.
Aws Certified Developer Associate All In One Exam Guide Exam Dva C01
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Author : Kamesh Ganesan
language : en
Publisher: McGraw Hill Professional
Release Date : 2020-11-27
Aws Certified Developer Associate All In One Exam Guide Exam Dva C01 written by Kamesh Ganesan and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-27 with Computers categories.
This effective self-study system delivers complete coverage of every topic on the AWS Certified Developer Associate Exam Take the challenging AWS Certified Developer Associate Exam with confidence using the comprehensive information contained in this effective test preparation guide. Written by an Amazon Web Services certified expert and experienced trainer, AWS Certified Developer Associate All-in-One Exam Guide (Exam DVA-C01) covers every subject on the exam and clearly explains how to create, deploy, migrate, monitor, and debug cloud-native applications. Designed to help you pass the exam with ease, this guide also serves as an ideal on-the-job reference. Covers all topics on the exam, including: Getting started with AWS Journey AWS high availability and fault tolerance Working with cloud storage Authentication and authorization Creating SQL and NoSQL databases in AWS Cloud AWS application integration and management Developing cloud-native applications in AWS Building, deploying, and debugging cloud applications Electronic content includes: 130 practice questions Test engine containing full-length practice exams and customizable quizzes
Effective Pycharm
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Author : Michael Kennedy
language : en
Publisher: Independently Published
Release Date : 2019-04-19
Effective Pycharm written by Michael Kennedy and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-19 with categories.
Hello and welcome to Effective PyCharm. In this book, we're going to look at all the different features of one of the very best environments for interacting and creating Python code, PyCharm. PyCharm is an IDE (integrated development environment) and this book will teach you how you can make the most of this super powerful editor.The first thing we are going to talk about is why do we want to use an IDE in the first place? What value does a relatively heavyweight application like PyCharm bring and why would we want to use it? There are many features that make PyCharm valuable. However, let's begin by talking about the various types of editors we can use and what the trade-offs are there.We're going to start by focusing on creating new projects and working with all the files in them. You'll see there's a bunch of configuration switcheswe can set to be more effective. Then we're going to jump right intowhat I would say is the star of the show--the editor.If you're writing code, you need an editor. You will be writing a lot of code. This includes typing new text and manipulating existing text. The editor has to be awesome and aid you in these tasks. We're going to focus on all the cool features that the PyCharm editor offers. We'll see that source control in particular, Git and Subversion are deeply integrated into PyCharm. There are all sorts of powerful things we can do beyond git, including actual GitHub integration. We are going to focus on source control and the features right inside the IDE.PyCharm is great at *refactoring*. Refactoring code is changing our code to restructure it in a different way, to use a slightly different algorithm, while not actually changing the behavior of the code. There are many powerful techniques in PyCharm that you can use to do this. Because it understands all of your files at once, it can safely refactor. It will even refactor doc strings and other items that could be overlooked without a deep understanding of code structures.There is powerful database tooling in PyCharm. You can interact with most databases including SQLite, MySQL, and Postgres. You can edit the data, edit the schemes, run queries and more. Because PyCharm has a deep understanding of your code, there is even integration between your database schema and the Python text editor. Note that PyCharm has a free version and a professional version. The database features are only available in the professional version.PyCharm is excellent at building web applications using libraries like Django, Pyramid, or Flask. It also has a full JavaScript editor and environment so you can use TypeScript or CoffeeScript. We'll look into both server-side and client-side features.PyCharm has a great visual debugger, and we are going to look at all the different features of it. You can use it to debug and understand your application. It has powerful breakpoint operations and data visualization that typically editors don't have.Profiling is a common task if you want to understand how your code is running. If your application is slow and you want it to go faster, you shouldn't guess where it is slow. PyCharm makes it easy to look at the code determine what it fast and slow, rather than relying on our intuition which may be flawed. PyCharm has some tremendous built-in visual types of tools for us to fundamentally understand the performance of our app.PyCharm has built-in test runners for pytest, unittest, and a number of Python testing frameworks. If you are doing any unit testing or integration testing, PyCharm will come to your aid. For example, one feature you can turn on is auto test execution. If you are changing certain parts of your code, PyCharm will automatically re-run the tests. There are a couple of additional tools that don't really land in any of the above categories. There is a chapter with the additional tools at the end.
Machine Learning Fundamentals For App Developers
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Author : Alicia Lawrence
language : en
Publisher: Independently Published
Release Date : 2025-10-07
Machine Learning Fundamentals For App Developers written by Alicia Lawrence and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-07 with Computers categories.
Ready to build smarter applications that utilize machine learning logic? Machine Learning Fundamentals for App Developers is your complete, foundational guide to acquiring the programming expertise needed for modern application development in the era of AI. This book provides a dual-platform approach, teaching you the essential coding principles using Python (via PyCharm) and applying those concepts directly to Android App Development (via Android Studio). You'll begin with a thorough introduction to setting up your environment, downloading and installing both Android Studio and PyCharm, and exploring their interfaces. The core of the book is a deep dive into programming basics: Core Programming Concepts: Master the building blocks of any language, including variable types, operations, and the use of arrays and lists. Logic and Flow Control: Gain proficiency in directing program execution using essential structures like IF/Switch statements and While/For loops. Object-Oriented Programming (OOP): Learn the vital principles of modern software architecture, including creating classes and objects, defining functions with parameters and return values, and understanding inheritance through superclasses and subclasses. Finally, you'll transition these skills directly into Android App Development. You will learn how to build a basic User Interface (UI), connect the UI to a robust backend, and implement the logic you mastered. This handbook provides the theoretical knowledge and practical, hands-on application required to write clean, efficient, and intelligent code for any app development project. Why Customers Buy This Book Customers choose Machine Learning Fundamentals for App Developers because it provides a uniquely structured and practical path for aspiring developers to gain essential, job-ready skills: Fills the Foundational Gap: Many resources jump straight into complex machine learning models without covering the fundamental programming logic needed to build and integrate them. This book ensures the user first masters variables, control flow, and OOP, which are prerequisites for any serious app or machine learning project. Dual-Platform and Tool Mastery: The guide offers valuable training in two industry-standard development environments: PyCharm (for Python) and Android Studio. This dual focus ensures the customer is not only learning concepts but is also proficient with the professional tools used for both backend logic and frontend application development. Focus on Logic and Structure (OOP): The emphasis on Object-Oriented Programming (OOP), classes, and functions is crucial for building scalable, maintainable applications. Customers buy this book to learn the best practices required for a professional development career, moving beyond simple scripting. Clear Path to Application Development: The book provides a clear pipeline: start with core programming principles and immediately transition to building a basic Android UI and connecting it to a backend. This practical application directly appeals to users who want to see their code result in a tangible mobile application.
Web App Development Made Simple With Streamlit
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Author : Rosario Moscato
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-02-09
Web App Development Made Simple With Streamlit written by Rosario Moscato and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-09 with Computers categories.
Unlock the full potential of Streamlit, mastering web app development from setup to deployment with practical guidance, advanced techniques, and real-world examples Key Features Identify and overcome web development challenges, crafting dedicated application skeletons using Streamlit Understand how Streamlit's widgets and components work to implement any kind of web app Manage web application development and deployment with ease using the Streamlit Cloud service Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThis book is a comprehensive guide to the Streamlit open-source Python library and simplifying the process of creating web applications. Through hands-on guidance and realistic examples, you’ll progress from crafting simple to sophisticated web applications from scratch. This book covers everything from understanding Streamlit's central principles, modules, basic features, and widgets to advanced skills such as dealing with databases, hashes, sessions, and multipages. Starting with fundamental concepts like operation systems virtualization, IDEs, development environments, widgets, scripting, and the anatomy of web apps, the initial chapters set the groundwork. You’ll then apply this knowledge to develop some real web apps, gradually advancing to more complex apps, incorporating features like natural language processing (NLP), computer vision, dashboards with interactive charts, file uploading, and much more. The book concludes by delving into the implementation of advanced skills and deployment techniques. By the end of this book, you’ll have transformed into a proficient developer, equipped with advanced skills for handling databases, implementing secure login processes, managing session states, creating multipage applications, and seamlessly deploying them on the cloud.What you will learn Develop interactive web apps with Streamlit and deploy them seamlessly on the cloud Acquire in-depth theoretical and practical expertise in using Streamlit for app development Use themes and customization for visually appealing web apps tailored to specific needs Implement advanced features including secure login, signup processes, file uploaders, and database connections Build a catalog of scripts and routines to efficiently implement new web apps Attain autonomy in adopting new Streamlit features rapidly and effectively Who this book is for This book is for Python programmers, web developers, computer science students, and IT enthusiasts with a foundation in Python (or any programming language) who have a passion for creating visually appealing applications. If you already know how to write programs, this book will help you evolve into an adept web application developer skilled at converting command-line tools into impressive, cloud-hosted applications.
Mobile Applications Development
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Author : Tarkeshwar Barua
language : en
Publisher:
Release Date : 2020-09-29
Mobile Applications Development written by Tarkeshwar Barua and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-29 with categories.
The book covers the concepts of Python programming language along with mobile application development. Starting from fundamentals, the book continues with the explanation of mobile app development using Kivy framework. All the chapters offer questions and exercises for better understanding the subject. At the end of the book some hands-on projects are given, to help readers to improve their programming and project development skills.
Beginning Flutter
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Author : Marco L. Napoli
language : en
Publisher: John Wiley & Sons
Release Date : 2019-09-11
Beginning Flutter written by Marco L. Napoli and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-11 with Computers categories.
Build your first app in Flutter—no experience necessary! Beginning Flutter: A Hands-On Guide to App Development is the essential resource for both experienced and novice developers interested in getting started with Flutter—the powerful new mobile software development kit. With Flutter, you can quickly and easily develop beautiful, powerful apps for both Android and iOS, without the need to learn multiple programming languages or juggle more than one code base. This book walks you through the process step by step. In Flutter, you’ll be working with Dart, the programming language of choice for top app developers. Even if you’re just starting out in your development career, you can learn Dart quickly, eliminating the barrier to entry for building apps. This is a more efficient way to develop and maintain cross-platform mobile apps, and this book makes the process even easier with a teach-by-example approach. Focus on providing quality content by eliminating the need to switch between multiple coding languages Learn the ins and outs of Flutter, including all the frameworks, widgets, and tools available to developers Accelerate your app development pace, keeping all the code for your cross-platform app in a single code base Leapfrog barriers to entry to the mobile software market, creating your first app with no experience necessary The Flutter community is growing rapidly and transforming the way Android and iOS apps get made. Beginning Flutter allows you to get on board with the latest app development technology, giving your mobile development career a big head start.
Hands On Dashboard Development With Shiny
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Author : Chris Beeley
language : en
Publisher:
Release Date : 2018-08-31
Hands On Dashboard Development With Shiny written by Chris Beeley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-31 with Computers categories.
Progressively explore UI development with Shiny via practical examples Key Features Write a Shiny interface in pure HTML Explore powerful layout functions to make attractive dashboards and other intuitive interfaces Get to grips with Bootstrap and leverage it in your Shiny applications Book Description Although vanilla Shiny applications look attractive with some layout flexibility, you may still want to have more control over how the interface is laid out to produce a dashboard. Hands-On Dashboard Development with Shiny helps you incorporate this in your applications. The book starts by guiding you in producing an application based on the diamonds dataset included in the ggplot2 package. You'll create a single application, but the interface will be reskinned and rebuilt throughout using different methods to illustrate their uses and functions using HTML, CSS, and JavaScript. You will also learn to develop an application that creates documents and reports using R Markdown. Furthermore, the book demonstrates the use of HTML templates and the Bootstrap framework. Moving along, you will learn how to produce dashboards using the Shiny command and dashboard package. Finally, you will learn how to lay out applications using a wide range of built-in functions. By the end of the book, you will have an understanding of the principles that underpin layout in Shiny applications, including sections of HTML added to a vanilla Shiny application, HTML interfaces written from scratch, dashboards, navigation bars, and interfaces. What you will learn Add HTML to a Shiny application and write its interfaces from scratch in HTML Use built-in Shiny functions to produce attractive and flexible layouts Produce dashboards, adding icons and notifications Explore Bootstrap themes to lay out your applications Get insights into UI development with hands-on examples Use R Markdown to create and download reports Who this book is for If you have some experience writing Shiny applications and want to use HTML, CSS, and Bootstrap to make custom interfaces, then this book is for you.
Building Mobile Applications With Python Part I
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Author : Salwa Elmeawad
language : en
Publisher:
Release Date : 2024-09-02
Building Mobile Applications With Python Part I written by Salwa Elmeawad and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-02 with Computers categories.
Purpose and Objectives "Building Mobile Applications with Python: A Step-by-Step Guide with Coding Examples" is designed to serve as a comprehensive resource for anyone looking to venture into mobile application development using Python. Whether you're an experienced Python developer eager to expand your skill set into mobile platforms or a novice developer seeking a structured guide to building your first mobile app, this book offers a clear, methodical approach to learning and mastering the necessary tools, concepts, and best practices. Purpose: The primary purpose of this book is to bridge the gap between Python programming and mobile app development, making it accessible and manageable for developers of all skill levels. The book aims to: Demystify Mobile Development: For many Python developers, the world of mobile development can seem daunting due to the complexities of native programming languages like Swift for iOS and Kotlin for Android. This book simplifies the process by focusing on Python-based frameworks that allow you to build mobile apps without needing to learn these platform-specific languages. Provide a Practical, Hands-On Learning Experience: The book is structured around practical examples and step-by-step tutorials that guide you through the process of building functional mobile applications. Each chapter is designed to incrementally build your knowledge, ensuring you gain hands-on experience as you progress from basic concepts to more advanced topics. Offer a Comprehensive Understanding of Python Mobile Frameworks: Python offers several frameworks for mobile development, each with its strengths and use cases. This book explores these frameworks, with a focus on Kivy and BeeWare, helping you understand their features, advantages, and limitations so you can choose the right tool for your project. Equip You with the Skills to Build Real-World Applications: By the end of this book, you will have the skills to design, develop, and deploy complete mobile applications. The projects in the latter part of the book are designed to simulate real-world scenarios, providing you with practical experience that can be directly applied to your own projects or professional work. Instill Best Practices and Industry Standards: Beyond just coding, this book emphasizes the importance of following best practices in mobile app development. From UI/UX design principles to performance optimization, security considerations, and testing, you'll learn how to build applications that are not only functional but also efficient, secure, and user-friendly.