资源介绍：

在一门课程中学习 Python 编程所需的一切（包括 3 个实际项目）

掌握 Python 可以为你的薪水增加 3 万美元！

Python 是世界上最流行的编程语言。在美国，Python 开发人员的平均工资为 11.6 万美元。这比其他开发人员多出近 3 万美元！

Python 被 Google、Facebook、Dropbox、Reddit、Spotify、Quora 等大公司使用

数学家、科学家、工程师和开发人员都喜欢它，因为它的语法简单而优雅

它是人工智能和机器学习的第一语言，也是初学者学习的理想语言。比 C++ 或 JavaScript 容易得多！

本课程将教授 Python 从基础知识到更高级主题的所有内容

理论与实践的完美结合，包含真实世界的示例、练习和分步解决方案 – 没有“绒毛”和冗长的描述！

探索如何在自动化、Web 开发和机器学习中使用 Python

课程目录

• 1. Getting Started
• 1. What is Python
• 1. What is Python.srt
• 1. What is Python_en.srt
• 10. Python Implementations
• 10. Python Implementations.srt
• 10. Python Implementations_en.srt
• 11. How Python Code is Executed
• 11. How Python Code is Executed.srt
• 11. How Python Code is Executed_en.srt
• 12. Quiz
• 12. Quiz.srt
• 12. Quiz_en.srt
• 2. Installing Python
• 2. Installing Python.srt
• 2. Installing Python_en.srt
• 3. Python Interpreter
• 3. Python Interpreter.srt
• 3. Python Interpreter_en.srt
• 4. Code Editors
• 4. Code Editors.srt
• 4. Code Editors_en.srt
• 5. Your First Python Program
• 5. Your First Python Program.srt
• 5. Your First Python Program_en.srt
• 6. Python Extension
• 6. Python Extension.srt
• 6. Python Extension_en.srt
• 7. Linting Python Code
• 7. Linting Python Code.srt
• 7. Linting Python Code_en.srt
• 8. Formatting Python Code
• 8. Formatting Python Code.srt
• 8. Formatting Python Code_en.srt
• 9. Running Python Code
• 9. Running Python Code.srt
• 9. Running Python Code_en.srt
• 10. Python Package Index
• 1. Pypi
• 1. Pypi.srt
• 1. Pypi_en.srt
• 10. Pydoc
• 10. Pydoc.srt
• 10. Pydoc_en.srt
• 2. Pip
• 2. Pip.srt
• 2. Pip_en.srt
• 3. Virtual Environments
• 3. Virtual Environments.srt
• 3. Virtual Environments_en.srt
• 4. Pipenv
• 4. Pipenv.srt
• 4. Pipenv_en.srt
• 5. Virtual Environments in VSCode
• 5. Virtual Environments in VSCode.srt
• 5. Virtual Environments in VSCode_en.srt
• 6. Pipfile
• 6. Pipfile.srt
• 6. Pipfile_en.srt
• 7. Managing Dependencies
• 7. Managing Dependencies.srt
• 7. Managing Dependencies_en.srt
• 8. Publishing Packages
• 8. Publishing Packages.srt
• 8. Publishing Packages_en.srt
• 9. Docstrings
• 9. Docstrings.srt
• 9. Docstrings_en.srt
• 11. Popular Python Packages
• 1. Introduction
• 1. Introduction.srt
• 1. Introduction_en.srt
• 10. Working with Excel Spreadsheets
• 10. Working with Excel Spreadsheets.srt
• 10. Working with Excel Spreadsheets_en.srt
• 11. Command Query Separation Principle
• 11. Command Query Separation Principle.srt
• 11. Command Query Separation Principle_en.srt
• 12. NumPy
• 12. NumPy.srt
• 12. NumPy_en.srt
• 2. What are APIs
• 2. What are APIs.srt
• 2. What are APIs_en.srt
• 3. Yelp API
• 3. Yelp API.srt
• 3. Yelp API_en.srt
• 4. Searching for Businesses
• 4. Searching for Businesses.srt
• 4. Searching for Businesses_en.srt
• 5. Hiding API Key
• 5. Hiding API Keys.srt
• 5. Hiding API Keys_en.srt
• 6. Sending Text Messages
• 6. Sending Text Messages.srt
• 6. Sending Text Messages_en.srt
• 7. Web Scraping
• 7. Web Scraping.srt
• 7. Web Scraping_en.srt
• 8. Browser Automation
• 8. Browser Automation.srt
• 8. Browser Automation_en.srt
• 9. Working with PDFs
• 9. Working with PDFs.srt
• 9. Working with PDFs_en.srt
• 12. Building Web Applications with Django
• 1. Introduction
• 1. Introduction.srt
• 1. Introduction_en.srt
• 10. Database Abstraction API
• 10. Database Abstraction API.srt
• 10. Database Abstraction API_en.srt
• 11. Templates
• 11. Templates.srt
• 11. Templates_en.srt
• 12. Adding Bootstrap
• 12. Adding Bootstrap.srt
• 12. Adding Bootstrap_en.srt
• 13. Customizing the Layout
• 13. Customizing the Layout.srt
• 13. Customizing the Layout_en.srt
• 14. Sharing a Template Across Multiple Apps
• 14. Sharing a Template Across Multiple Apps.srt
• 14. Sharing a Template Across Multiple Apps_en.srt
• 15. Url Parameters
• 15. Url Parameters.srt
• 15. Url Parameters_en.srt
• 16. Getting a Single Object
• 16. Getting a Single Object.srt
• 16. Getting a Single Object_en.srt
• 17. Raising 404 Errors
• 17. Raising 404 Errors.srt
• 17. Raising 404 Errors_en.srt
• 18. Referencing Urls
• 18. Referencing Urls.srt
• 18. Referencing Urls_en.srt
• 19. Creating APIs
• 19. Creating APIs.srt
• 19. Creating APIs_en.srt
• 2. Your First Django Project
• 2. Your First Django Project.srt
• 2. Your First Django Project_en.srt
• 20. Adding the Homepage
• 20. Adding the Homepage.srt
• 20. Adding the Homepage_en.srt
• 21. Getting Ready to Deploy
• 21. Getting Ready to Deploy.srt
• 21. Getting Ready to Deploy_en.srt
• 22. Deployment
• 22. Deployment.srt
• 22. Deployment_en.srt
• 3. Your First App
• 3. Your First App.srt
• 3. Your First App_en.srt
• 4. Views
• 4. Views.srt
• 4. Views_en.srt
• 5. Models
• 5. Models.srt
• 5. Models_en.srt
• 6. Migrations
• 6. Migrations.srt
• 6. Migrations_en.srt
• 7. Changing the Models
• 7. Changing the Models.srt
• 7. Changing the Models_en.srt
• 8. Admin
• 8. Admin.srt
• 8. Admin_en.srt
• 9. Customizing the Admin
• 9. Customizing the Admin.srt
• 9. Customizing the Admin_en.srt
• 13. Machine Learning with Python
• 1. What is Machine Learning
• 1. What is Machine Learning.srt
• 1. What is Machine Learning_en.srt
• 10. Persisting Models
• 10. Persisting Models.srt
• 10. Persisting Models_en.srt
• 11. Visualizing a Decision Tree
• 11. Visualizing a Decision Tree.srt
• 11. Visualizing a Decision Tree_en.srt
• 2. Machine Learning in Action
• 2. Machine Learning in Action.srt
• 2. Machine Learning in Action_en.srt
• 3. Libraries and Tools
• 3. Libraries and Tools.srt
• 3. Libraries and Tools_en.srt
• 4. Importing a Data Set
• 4. Importing a Data Set.srt
• 4. Importing a Data Set_en.srt
• 5. Jupyter Shortcuts
• 5. Jupyter Shortcuts.srt
• 5. Jupyter Shortcuts_en.srt
• 6. A Real Machine Learning Problem
• 6. A Real Machine Learning Problem.srt
• 6. A Real Machine Learning Problem_en.srt
• 7. Preparing the Data
• 7. Preparing the Data.srt
• 7. Preparing the Data_en.srt
• 8. Learning and Predicting
• 8. Learning and Predicting.srt
• 8. Learning and Predicting_en.srt
• 9. Calculating the Accuracy
• 9. Calculating the Accuracy.srt
• 9. Calculating the Accuracy_en.srt
• 2. Primitive Types
• 1. Variables
• 1. Variables.srt
• 1. Variables_en.srt
• 10. Quiz
• 10. Quiz.srt
• 10. Quiz_en.srt
• 2. Variable Names
• 2. Variable Names.srt
• 2. Variable Names_en.srt
• 3. Strings
• 3. Strings.srt
• 3. Strings_en.srt
• 4. Escape Sequences
• 4. Escape Sequences.srt
• 4. Escape Sequences_en.srt
• 5. Formatted Strings
• 5. Formatted Strings.srt
• 5. Formatted Strings_en.srt
• 6. String Methods
• 6. String Methods.srt
• 6. String Methods_en.srt
• 7. Numbers
• 7. Numbers.srt
• 7. Numbers_en.srt
• 8. Working with Numbers
• 8. Working with Numbers.srt
• 8. Working with Numbers_en.srt
• 9. Type Conversion
• 9. Type Conversion.srt
• 9. Type Conversion_en.srt
• 3. Control Flow
• 1. Comparison Operators
• 1. Comparison Operators.srt
• 1. Comparison Operators_en.srt
• 10. Nested Loops
• 10. Nested Loops.srt
• 10. Nested Loops_en.srt
• 11. Iterables
• 11. Iterables.srt
• 11. Iterables_en.srt
• 12. While Loops
• 12. While Loops.srt
• 12. While Loops_en.srt
• 13. Infinite Loops
• 13. Infinite Loops.srt
• 13. Infinite Loops_en.srt
• 14. Exercise
• 14. Exercise.srt
• 14. Exercise_en.srt
• 2. Conditional Statements
• 2. Conditional Statements.srt
• 2. Conditional Statements_en.srt
• 3. Ternary Operator
• 3. Ternary Operator.srt
• 3. Ternary Operator_en.srt
• 4. Logical Operators
• 4. Logical Operators.srt
• 4. Logical Operators_en.srt
• 5. Short-circuit Evaluation
• 5. Short-circuit Evaluation.srt
• 5. Short-circuit Evaluation_en.srt
• 6. Chaining Comparison Operators
• 6. Chaining Comparison Operators.srt
• 6. Chaining Comparison Operators_en.srt
• 7. Quiz
• 7. Quiz.srt
• 7. Quiz_en.srt
• 8. For Loops
• 8. For Loops.srt
• 8. For Loops_en.srt
• 9. For…Else
• 9. For…Else.srt
• 9. For…Else_en.srt
• 4. Functions
• 1. Defining Functions
• 1. Defining Functions.srt
• 1. Defining Functions_en.srt
• 10. VSCode Coding Tricks . Windows
• 10. VSCode Coding Tricks . Windows.srt
• 10. VSCode Coding Tricks . Windows_en.srt
• 11. VSCode Coding Tricks . Mac
• 11. VSCode Coding Tricks . Mac.srt
• 11. VSCode Coding Tricks . Mac_en.srt
• 12. Exercise
• 12. Exercise.srt
• 12. Exercise_en.srt
• 13. Solution
• 13. Solution.srt
• 13. Solution_en.srt
• 2. Arguments
• 2. Arguments.srt
• 2. Arguments_en.srt
• 3. Types of Functions
• 3. Types of Functions.srt
• 3. Types of Functions_en.srt
• 4. Keyword Arguments
• 4. Keyword Arguments.srt
• 4. Keyword Arguments_en.srt
• 5. Default Arguments
• 5. Default Arguments.srt
• 5. Default Arguments_en.srt
• 6. xargs
• 6. xargs.srt
• 6. xargs_en.srt
• 7. xxargs
• 7. xxargs.srt
• 7. xxargs_en.srt
• 8. Scope
• 8. Scope.srt
• 8. Scope_en.srt
• 9. Debugging
• 9. Debugging.srt
• 9. Debugging_en.srt
• 5. Data Structures
• 1. Lists
• 1. Lists.srt
• 1. Lists_en.srt
• 10. Filter Function
• 10. Filter Function.srt
• 10. Filter Function_en.srt
• 11. List Comprehensions
• 11. List Comprehensions.srt
• 11. List Comprehensions_en.srt
• 12. Zip Function
• 12. Zip Function.srt
• 12. Zip Function_en.srt
• 13. Stacks
• 13. Stacks.srt
• 13. Stacks_en.srt
• 14. Queues
• 14. Queues.srt
• 14. Queues_en.srt
• 15. Tuples
• 15. Tuples.srt
• 15. Tuples_en.srt
• 16. Swapping Variables
• 16. Swapping Variables.srt
• 16. Swapping Variables_en.srt
• 17. Arrays
• 17. Arrays.srt
• 17. Arrays_en.srt
• 18. Sets
• 18. Sets.srt
• 18. Sets_en.srt
• 19. Dictionaries
• 19. Dictionaries.srt
• 19. Dictionaries_en.srt
• 2. Accessing Items
• 2. Accessing Items.srt
• 2. Accessing Items_en.srt
• 20. Dictionary Comprehensions
• 20. Dictionary Comprehensions.srt
• 20. Dictionary Comprehensions_en.srt
• 21. Generator Expressions
• 21. Generator Expressions.srt
• 21. Generator Expressions_en.srt
• 22. Unpacking Operator
• 22. Unpacking Operator.srt
• 22. Unpacking Operator_en.srt
• 23. Exercise
• 23. Exercise.srt
• 23. Exercise_en.srt
• 3. List Unpacking
• 3. List Unpacking.srt
• 3. List Unpacking_en.srt
• 4. Looping over Lists
• 4. Looping over Lists.srt
• 4. Looping over Lists_en.srt
• 5. Adding or Removing Items
• 5. Adding or Removing Items.srt
• 5. Adding or Removing Items_en.srt
• 6. Finding Items
• 6. Finding Items.srt
• 6. Finding Items_en.srt
• 7. Sorting Lists
• 7. Sorting Lists.srt
• 7. Sorting Lists_en.srt
• 8. Lambda Functions
• 8. Lambda Functions.srt
• 8. Lambda Functions_en.srt
• 9. Map Function
• 9. Map Function.srt
• 9. Map Function_en.srt
• 6. Exceptions
• 1. Exceptions
• 1. Exceptions.srt
• 1. Exceptions_en.srt
• 2. Handling Exceptions
• 2. Handling Exceptions.srt
• 2. Handling Exceptions_en.srt
• 3. Handling Different Exceptions
• 3. Handling Different Exceptions.srt
• 3. Handling Different Exceptions_en.srt
• 4. Cleaning Up
• 4. Cleaning Up.srt
• 4. Cleaning Up_en.srt
• 5. The With Statement
• 5. The With Statement.srt
• 5. The With Statement_en.srt
• 6. Raising Exceptions
• 6. Raising Exceptions.srt
• 6. Raising Exceptions_en.srt
• 7. Cost of Raising Exceptions
• 7. Cost of Raising Exceptions.srt
• 7. Cost of Raising Exceptions_en.srt
• 7. Classes
• 1. Classes
• 1. Classes.srt
• 1. Classes_en.srt
• 10. Private Members
• 10. Private Members.srt
• 10. Private Members_en.srt
• 11. Properties
• 11. Properties.srt
• 11. Properties_en.srt
• 12. Inheritance
• 12. Inheritance.srt
• 12. Inheritance_en.srt
• 13. The Object Class
• 13. The Object Class.srt
• 13. The Object Class_en.srt
• 14. Method Overriding
• 14. Method Overriding.srt
• 14. Method Overriding_en.srt
• 15. Multi-level Inheritance
• 15. Multi-level Inheritance.srt
• 15. Multi-level Inheritance_en.srt
• 16. Multiple Inheritance
• 16. Multiple Inheritance.srt
• 16. Multiple Inheritance_en.srt
• 17. A Good Example of Inheritance
• 17. A Good Example of Inheritance.srt
• 17. A Good Example of Inheritance_en.srt
• 18. Abstract Base Classes
• 18. Abstract Base Classes.srt
• 18. Abstract Base Classes_en.srt
• 19. Polymorphism
• 19. Polymorphism.srt
• 19. Polymorphism_en.srt
• 2. Creating Classes
• 2. Creating Classes.srt
• 2. Creating Classes_en.srt
• 20. Duck Typing
• 20. Duck Typing.srt
• 20. Duck Typing_en.srt
• 21. Extending Built-in Types
• 21. Extending Built-in Types.srt
• 21. Extending Built-in Types_en.srt
• 22. Data Classes
• 22. Data Classes.srt
• 22. Data Classes_en.srt
• 3. Constructors
• 3. Constructors.srt
• 3. Constructors_en.srt
• 4. Class vs Instance Attributes
• 4. Class vs Instance Attributes.srt
• 4. Class vs Instance Attributes_en.srt
• 5. Class vs Instance Methods
• 5. Class vs Instance Methods.srt
• 5. Class vs Instance Methods_en.srt
• 6. Magic Methods
• 6. Magic Methods.srt
• 6. Magic Methods_en.srt
• 7. Comparing Objects
• 7. Comparing Objects.srt
• 7. Comparing Objects_en.srt
• 8. Performing Arithmetic Operations
• 8. Performing Arithmetic Operations.srt
• 8. Performing Arithmetic Operations_en.srt
• 9. Making Custom Containers
• 9. Making Custom Containers.srt
• 9. Making Custom Containers_en.srt
• 8. Modules
• 1. Creating Modules
• 1. Creating Modules.srt
• 1. Creating Modules_en.srt
• 2. Compiled Python Files
• 2. Compiled Python Files.srt
• 2. Compiled Python Files_en.srt
• 3. Module Search Path
• 3. Module Search Path.srt
• 3. Module Search Path_en.srt
• 4. Packages
• 4. Packages.srt
• 4. Packages_en.srt
• 5. Sub-packages
• 5. Sub-packages.srt
• 5. Sub-packages_en.srt
• 6. Intra-package References
• 6. Intra-package References.srt
• 6. Intra-package References_en.srt
• 7. The dir Function
• 7. The dir Function.srt
• 7. The dir Function_en.srt
• 8. Executing Modules as Scripts
• 8. Executing Modules as Scripts.srt
• 8. Executing Modules as Scripts_en.srt
• 9. Python Standard Library
• 1. Python Standard Library
• 1. Python Standard Library.srt
• 1. Python Standard Library_en.srt
• 10. Working with DateTimes
• 10. Working with DateTimes.srt
• 10. Working with DateTimes_en.srt
• 11. Working with Time Deltas
• 11. Working with Time Deltas.srt
• 11. Working with Time Deltas_en.srt
• 12. Generating Random Values
• 12. Generating Random Values.srt
• 12. Generating Random Values_en.srt
• 13. Opening the Browser
• 13. Opening the Browser.srt
• 13. Opening the Browser_en.srt
• 14. Sending Emails
• 14. Sending Emails.srt
• 14. Sending Emails_en.srt
• 15. Templates
• 15. Templates.srt
• 15. Templates_en.srt
• 16. Command-line Arguments
• 16. Command-line Arguments.srt
• 16. Command-line Arguments_en.srt
• 17. Running External Programs
• 17. Running External Programs.srt
• 17. Running External Programs_en.srt
• 2. Working With Paths
• 2. Working With Paths.srt
• 2. Working With Paths_en.srt
• 3. Working with Directories
• 3. Working with Directories.srt
• 3. Working with Directories_en.srt
• 4. Working with Files
• 4. Working with Files.srt
• 4. Working with Files_en.srt
• 5. Working with Zip Files
• 5. Working with Zip Files.srt
• 5. Working with Zip Files_en.srt
• 6. Working with CSV Files
• 6. Working with CSV Files.srt
• 6. Working with CSV Files_en.srt
• 7. Working with JSON Files
• 7. Working with JSON Files.srt
• 7. Working with JSON Files_en.srt
• 8. Working with a SQLite Database
• 8. Working with a SQLite Database.srt
• 8. Working with a SQLite Database_en.srt
• 9. Working with Timestamps
• 9. Working with Timestamps.srt
• 9. Working with Timestamps_en.srt