Hands-On Application Development with PyCharm
Packt Publishing Limited (Verlag)
978-1-83763-235-0 (ISBN)
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.
Bruce M. Van Horn II, Lead Principal Software Engineer at Visual Storage Intelligence, excels in Python, C#, and JavaScript for software engineering and web development. As an Advanced Certified Scrum Master (A-CSM), he manages DevOps. With 30+ years of software experience, he's also taught for 25 years at Dallas-area colleges. Bruce authored books and videos for Packt, Skillsoft, Lynda, and LinkedIn Learning, including LinkedIn's PyCharm course. His projects earned awards, notably the U.S. Navy's IS&T award. Quan Nguyen, the author of the first edition of this book, is a Python programmer with a strong passion for machine learning. He holds a dual degree in mathematics and computer science, with a minor in philosophy, earned from DePauw University. Quan is deeply involved in the Python community and has authored multiple Python books, contributing to the Python Software Foundation and regularly sharing insights on DataScience portal. He is currently pursuing a Ph.D. in computer science at Washington University in St. Louis.
Table of Contents
Introduction to PyCharm - The Most Popular IDE for Python
Installation and Configuration
Customizing Interpreters and Virtual Environments
Editing and Formatting with Ease in PyCharm
Version Control with Git in PyCharm
Seamless Testing, Debugging, and Profiling
Web Development with JavaScript, HTML, and CSS
Building a Dynamic Web Application with Flask
Creating a RESTful API with FastAPI
Building a Dynamic Web Application with Pyramid
Understanding Database Management with PyCharm
Turning On Scientific Mode
Dynamic Data Viewing with SciView and Jupyter
Building a Data Pipeline in PyCharm
More Possibilities with PyCharm Plugins
Future Developments
| Erscheinungsdatum | 04.10.2023 |
|---|---|
| Verlagsort | Birmingham |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Programmiersprachen / -werkzeuge |
| Informatik ► Software Entwicklung ► Objektorientierung | |
| Mathematik / Informatik ► Informatik ► Web / Internet | |
| ISBN-10 | 1-83763-235-9 / 1837632359 |
| ISBN-13 | 978-1-83763-235-0 / 9781837632350 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
