دانلود آموزش زبان برنامه نوسی پایتون Oreilly – Next Level Python

Oreilly Next Level Python

دوره آموزشی Oreilly Next Level Python

• Lesson 1: Look at Python Basics
• Learning objectives
• 1.1 Setup your environment
• 1.2 Review¬†functions, conditionals,¬†and lists
• 1.3 Store data in dictionaries
• 1.4 Handle exceptions
• 1.5 Work with dates and times
• 1.6 Use regular expressions
• Lesson 2: Work with Files
• Learning objectives
• 2.1 Read data from a file
• 2.2 Write data to a file
• 2.3 Read and write to CSV files
• Lesson 3: Manage Your Python Environments
• Learning objectives
• 3.1 Work with the command line
• 3.2 Install external libraries using pip
• 3.3 Create virtual environments using¬†venv¬†
• 3.4 Understand git and GitHub
• 3.5 Set up your code to be shared
• 3.6 Clone a project
• Lesson 4: Choose an IDE
• Learning objectives
• 4.1 Explore¬†Jupyter¬†notebooks¬†and Spyder for data science¬†
• 4.2 Compare PyCharm¬†and¬†VS Code¬†for¬†software development¬†
• 4.3 Configuring PyCharm¬†
• 4.4 Learning PyCharm shortcuts
• Lesson 5: Understand Python Modules and Namespaces
• Learning objectives
• 5.1 Look at modules and imports
• 5.2 Understand the use of¬†__init__.py files
• 5.3 Learn¬†about namespaces and scope in Python¬†
• Lesson 6: Debug and Test Your Code
• Learning objectives
• 6.1 Debug with PyCharm‚Äôs debugger tool
• 6.2 Testing with¬†unittest¬†and¬†pytest¬†
• 6.3 Practice testing¬†
• 6.4 Practice debugging
• Lesson 7: Getting Data from the Web
• Learning objectives
• 7.1 Use the Requests library to make HTTP requests
• 7.2 Review web pages and HTML
• 7.3 Parse HTML documents with Beautiful Soup
• 7.4 Scrape authenticated sites
• 7.5 Make API requests
• Lesson 8: Create a Web Scraping Application
• Learning objectives
• 8.1 Discuss the project and web scraping ethics
• 8.2 Set up the environment
• 8.3 Scrape data from Wikipedia
• 8.4 Save table data as CSV
• 8.5 Get detailed data from Wikipedia
• 8.6 Refactor code in PyCharm
• Lesson 9: Put your Project on the Internet
• Learning objectives
• 9.1 Run your code in the cloud
• 9.2 Creat¬†an Anvil web app

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