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Effective Workflow In Pycharm


Effective Workflow In Pycharm
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Effective Workflow In Pycharm


Effective Workflow In Pycharm
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-05-28

Effective Workflow In Pycharm written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Computers categories.


"Effective Workflow in PyCharm" Unlock the full potential of your development environment with "Effective Workflow in PyCharm," an authoritative guide for professionals and teams seeking mastery over JetBrains’ premier Python IDE. This comprehensive resource delves into every dimension of the PyCharm workflow—beginning with foundational insights into architecture, advanced customization, and extensibility. Readers are guided step-by-step through sophisticated project structuring, interpreter management, and environment provisioning, equipping them to handle projects of any size and complexity while ensuring scalable, reproducible setups across devices and teams. Designed for developers striving for excellence, this book covers advanced version control integrations and seamless collaboration, from orchestrating peer reviews and managing release cycles, to maximizing live coding sessions and remote development prowess. Deeply practical chapters on code navigation, refactoring, testing, and debugging empower users to accelerate their coding efficiency and quality, leveraging automation, intelligent code completion, and modern DevOps practices integrated directly into their workflow. Security, compliance, and productivity at scale are at the forefront, with dedicated guidance on credential management, audit-readiness, and organizational standardization. Whether optimizing cloud and remote workspaces, integrating containers and CI/CD pipelines, or developing bespoke plugins, "Effective Workflow in PyCharm" offers the expert techniques and actionable strategies you need to build resilient, efficient, and—above all—effective development environments for any use case.



Hands On Application Development With Pycharm


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.



Mastering Pycharm


Mastering Pycharm
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Author : Quazi Nafiul Islam
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-10-23

Mastering Pycharm written by Quazi Nafiul Islam 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 2015-10-23 with Computers categories.


Use PyCharm with fluid efficiency to write idiomatic python code About This Book Understand how PyCharm works and how you can leverage its strength to develop applications quickly Master PyCharm's editor to get a fast workflow Full of examples and illustrations that focus on the practical aspects of using PyCharm Who This Book Is For If you know PyCharm but want to understand it better and leverage its more powerful but less obvious tool set, this is the book for you. Serving as a launch pad for those who want to master PyCharm and completely harness its best features, it would be helpful if you were familiar with some of Python's most prominent tools such as virtualenv and Python's popular docstring formats such as reStructuredText and EpyType. What You Will Learn Understand the internal workings of the IntelliJ Platform Leverage PyCharm's powerful search tools, and learn which ones are the best for you and your workflow Customize PyCharm's enhanced Python interpreter and its inbuilt terminal Develop web applications quickly and easily with different frameworks such as Flask and Django Understand how code completion works in PyCharm for Python and JavaScript In Detail PyCharm is addictive, with powerful and configurable code completion, superb editing tools, top-notch support, diverse plugins, and a vibrant ecosystem to boot. Learning how PyCharm works and maximising the synergy of its powerful tools will help you to rapidly develop applications. From leveraging the power of the editor to understanding PyCharm's internals, this book will give you a comprehensive view of PyCharm and allow you to make your own choices about which workflow and tools are best for you. You will start by getting comfortable with PyCharm and making it look exactly like you want. You can customize the tools and taskbars to suit individual developers' coding styles. You also learn how to assign keyboard shortcuts. You will master debugging by inserting breakpoints, collecting runtime data, and debugging from the console. You will understand how PyCharm works underneath and how plugins such as Codemap, Vim, Bitbucket, Assets compressor, markdown, bash file, shortcut translator, and .gitignore leverage the power of the IntelliJ platform. You will become comfortable using the VCS interface in PyCharm and see the benefits of using it for some simple tasks as well as some more complex tasks such as partial commits using changelists. You will take an in-depth look at the various tools in PyCharm, improving your workflow drastically. Finally, you will deploy powerful PyCharm tools for Django, Flask, GAE, and Pyramid Development, becoming well acquainted with PyCharm's toolset for web development with popular platforms. Packed with insider tricks, this book will help you boost productivity with PyCharm. Style and approach An easy-to-follow guide with plenty of examples and screenshots. Each topic starts off with the goal of enhancing or changing a part of PyCharm to make it suit your needs.



Generative Ai With Langchain


Generative Ai With Langchain
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Author : Dr. Priyanka Singh
language : en
Publisher: BPB Publications
Release Date : 2025-04-25

Generative Ai With Langchain written by Dr. Priyanka Singh and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Computers categories.


DESCRIPTION AI is redefining how businesses solve problems, automate decisions, and deliver value. LangChain, an emerging framework, streamlines the integration of large language models into real-world applications, making AI more actionable and accessible. Unlock the power of cutting-edge AI with LangChain, a revolutionary Python framework designed to simplify the creation of sophisticated AI applications. This book begins with the foundational knowledge of AI and LangChain, followed by practical tools like Python, neural networks, and cloud platforms such as AWS and Azure. You will explore LangChain’s architecture and gain hands-on experience integrating LangChain with leading cloud platforms. You will discover how to leverage powerful data science tools like Snowflake and Athena for real-world AI projects. You will analyze AI applications in modern operational frameworks, such as DevOps and MLOps, and gain insights into the exciting future trends, ethical AI practices, and real-world deployment strategies that are shaping the evolution of AI and LangChain. By the end of this book, readers will confidently design, develop, and deploy intelligent AI applications using LangChain. You will be equipped to solve real-world problems through scalable, cloud-integrated AI systems with strong coding, deployment, and data-handling skills. WHAT YOU WILL LEARN ● Understand AI fundamentals, LangChain's architecture, ethical AI, and Python setup. ● Master Python basics, control structures, functions, and modules for AI development. ● Explore LangChain's core components, workflow, and practical implementation in AI. ● Apply AI, including LangChain, in DevOps and MLOps for automation and efficiency. ● Explore future AI trends, LangChain's evolving role, and ethical considerations. ● Integrate LangChain with AWS services for scalable AI deployment and management. ● Utilize Snowflake and Athena with LangChain for real-world data-driven AI projects. WHO THIS BOOK IS FOR This book is ideal for software developers, AI enthusiasts, data scientists, DevOps engineers, and tech professionals aiming to gain practical skills in AI implementation using LangChain. Educators and students in computer science will also benefit from its hands-on guidance. TABLE OF CONTENTS 1. Introduction to Artificial Intelligence and LangChain 2. Getting Started with Python 3. Understanding LangChain Basics 4. Neural Network with LangChain 5. LangChain and AWS Integration 6. LangChain and Azure Integration 7. Real-world Data Science with Snowflake and Athena 8. AI in DevOps and MLOps 9. Future Trends in AI and LangChain APPENDIX 1: Additional Resources and References APPENDIX 2: Glossary of Terms



Hands On Application Development With Pycharm


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.



The Fastapi Handbook


The Fastapi Handbook
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-01-06

The Fastapi Handbook written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-06 with Computers categories.


"The FastAPI Handbook: Simplifying Web Development with Python" is a comprehensive and accessible guide tailored for both novice and experienced developers looking to harness the power of FastAPI for building high-performance web applications. With its focus on speed, efficiency, and simplicity, FastAPI offers a modern approach to API development, leveraging Python’s type hints, asynchronous capabilities, and automatic documentation generation through OpenAPI standards. This book meticulously covers foundational to advanced concepts, providing readers with a structured pathway to understanding and utilizing FastAPI's full potential. Each chapter is crafted to build on previous topics, gradually introducing complex ideas such as dependency injection, CRUD operations, authentication, and deployment strategies. Readers will gain practical insights and hands-on experience through detailed examples and clear explanations, enabling them to construct scalable, intuitive APIs. Whether you aim to enhance your existing projects or embark on new ones, this handbook equips you with the essential skills and best practices to navigate the evolving landscape of web development confidently. Embrace the power of FastAPI and elevate your application development to new heights.



Effective Machine Learning Teams


Effective Machine Learning Teams
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Author : David Tan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-02-29

Effective Machine Learning Teams written by David Tan and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Computers categories.


Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. David Tan and Ada Leung from Thoughtworks show you how to apply time-tested software engineering skills and Lean delivery practices that will improve your effectiveness in ML projects. Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help teams avoid common traps in the ML world, so you can iterate more quickly and reliably. With these techniques, data scientists and ML engineers can overcome friction and experience flow when delivering machine learning solutions. This book shows you how to: Apply engineering practices such as writing automated tests, containerizing development environments, and refactoring problematic code bases Apply MLOps and CI/CD practices to accelerate experimentation cycles and improve reliability of ML solutions Design maintainable and evolvable ML solutions that allow you to respond to changes in an agile fashion Apply delivery and product practices to iteratively improve your odds of building the right product for your users Use intelligent code editor features to code more effectively.



Python Programming Essentials A Fast Track Guide To Mastering Coding With Hands On Exercises


Python Programming Essentials A Fast Track Guide To Mastering Coding With Hands On Exercises
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Author : Josh Summers
language : en
Publisher: Jaroslav Zdanovic
Release Date : 2025-03-31

Python Programming Essentials A Fast Track Guide To Mastering Coding With Hands On Exercises written by Josh Summers and has been published by Jaroslav Zdanovic this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-31 with Computers categories.


Unleash your coding potential with Python Programming Essentials, a comprehensive guide that empowers you to master the fundamentals of Python. This book provides a solid foundation, guiding you through the core concepts and syntax, enabling you to build a strong base for your programming journey. With a focus on hands-on exercises, you'll delve into real-world coding challenges, solidifying your understanding and equipping you with practical skills. Explore data structures, algorithms, object-oriented programming, and more, gaining a comprehensive grasp of Python's capabilities. This book is tailored for anyone eager to enter the world of coding or enhance their Python knowledge. Whether you're a beginner aspiring to unlock the secrets of programming or a seasoned developer seeking to strengthen your Python proficiency, this guide is your ultimate companion. Our step-by-step approach and engaging writing style make learning Python accessible and enjoyable. Embark on a coding adventure that will transform your programming abilities, allowing you to create dynamic applications, automate tasks, and solve complex problems with ease.



Python 3 Fundamentals


Python 3 Fundamentals
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2024-10-29

Python 3 Fundamentals written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-29 with Computers categories.


"Python 3 Fundamentals: A Complete Guide for Modern Programmers" is an authoritative resource designed to equip both novice and experienced developers with a thorough understanding of Python programming. Written by an expert in computer science and software engineering, this comprehensive guide navigates through essential Python topics, providing readers with a definitive pathway to mastery. From setting up the Python environment and understanding variables and data types, to exploring control flow, functions, and data structures, every chapter is meticulously crafted to offer clear, insightful explanations alongside practical examples. Delving deeper, the book expands on advanced concepts such as object-oriented programming, exception handling, and file management, ensuring readers gain a solid foundation in developing scalable, efficient Python applications. With sections dedicated to leveraging Python's expansive libraries and frameworks, as well as integrating best practices for testing and debugging, this guide is not only a learning tool but also a valuable reference for creating robust, high-quality software. Whether you're building web applications, automating tasks, or embarking on data analysis, this guide empowers you with the skills needed to harness the full potential of Python in any domain.



Object Oriented Programming With Python


Object Oriented Programming With Python
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2024-10-23

Object Oriented Programming With Python written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-23 with Computers categories.


"Object-Oriented Programming with Python: Best Practices and Patterns" offers a comprehensive exploration into the core concepts and advanced techniques of object-oriented programming through the lens of Python. Designed for both beginners and seasoned developers, this book provides a full spectrum of topics, from foundational principles like encapsulation, inheritance, and polymorphism to more sophisticated aspects such as design patterns, advanced data handling, and concurrency. With Python's simplicity and readability, learners can focus on understanding and mastering OOP concepts without being encumbered by complex syntax. Practical examples and real-world applications are interwoven throughout the chapters, demonstrating how OOP principles can be applied effectively to solve complex programming challenges. Each chapter builds on the last, ensuring a cohesive learning experience. Readers are guided through building robust, scalable applications, leveraging Python's powerful standard library and employing best practices to ensure code quality and maintainability. This resource stands as an essential guide for anyone aiming to excel in Python programming and apply object-oriented strategies in today's dynamic technological landscape.