完
文件目录
📁 《完全掌握Python》在一门课程中学习Python编程所需的一切
├── 📁 1. Getting Started
│ ├── 🎬 1. What is Python.mp4
│ ├── 📄 1. What is Python.srt
│ ├── 📄 1. What is Python_en.srt
│ ├── 🎬 2. Installing Python.mp4
│ ├── 📄 2. Installing Python.srt
│ ├── 📄 2. Installing Python_en.srt
│ ├── 🎬 3. Python Interpreter.mp4
│ ├── 📄 3. Python Interpreter.srt
│ ├── 📄 3. Python Interpreter_en.srt
│ ├── 🎬 4. Code Editors.mp4
│ ├── 📄 4. Code Editors.srt
│ ├── 📄 4. Code Editors_en.srt
│ ├── 🎬 5. Your First Python Program.mp4
│ ├── 📄 5. Your First Python Program.srt
│ ├── 📄 5. Your First Python Program_en.srt
│ ├── 🎬 6. Python Extension.mp4
│ ├── 📄 6. Python Extension.srt
│ ├── 📄 6. Python Extension_en.srt
│ ├── 🎬 7. Linting Python Code.mp4
│ ├── 📄 7. Linting Python Code.srt
│ ├── 📄 7. Linting Python Code_en.srt
│ ├── 🎬 8. Formatting Python Code.mp4
│ ├── 📄 8. Formatting Python Code.srt
│ ├── 📄 8. Formatting Python Code_en.srt
│ ├── 🎬 9. Running Python Code.mp4
│ ├── 📄 9. Running Python Code.srt
│ ├── 📄 9. Running Python Code_en.srt
│ ├── 🎬 10. Python Implementations.mp4
│ ├── 📄 10. Python Implementations.srt
│ ├── 📄 10. Python Implementations_en.srt
│ ├── 🎬 11. How Python Code is Executed.mp4
│ ├── 📄 11. How Python Code is Executed.srt
│ ├── 📄 11. How Python Code is Executed_en.srt
│ ├── 🎬 12. Quiz.mp4
│ ├── 📄 12. Quiz.srt
│ └── 📄 12. Quiz_en.srt
├── 📁 2. Primitive Types
│ ├── 🎬 1. Variables.mp4
│ ├── 📄 1. Variables.srt
│ ├── 📄 1. Variables_en.srt
│ ├── 🎬 2. Variable Names.mp4
│ ├── 📄 2. Variable Names.srt
│ ├── 📄 2. Variable Names_en.srt
│ ├── 🎬 3. Strings.mp4
│ ├── 📄 3. Strings.srt
│ ├── 📄 3. Strings_en.srt
│ ├── 🎬 4. Escape Sequences.mp4
│ ├── 📄 4. Escape Sequences.srt
│ ├── 📄 4. Escape Sequences_en.srt
│ ├── 🎬 5. Formatted Strings.mp4
│ ├── 📄 5. Formatted Strings.srt
│ ├── 📄 5. Formatted Strings_en.srt
│ ├── 🎬 6. String Methods.mp4
│ ├── 📄 6. String Methods.srt
│ ├── 📄 6. String Methods_en.srt
│ ├── 🎬 7. Numbers.mp4
│ ├── 📄 7. Numbers.srt
│ ├── 📄 7. Numbers_en.srt
│ ├── 🎬 8. Working with Numbers.mp4
│ ├── 📄 8. Working with Numbers.srt
│ ├── 📄 8. Working with Numbers_en.srt
│ ├── 🎬 9. Type Conversion.mp4
│ ├── 📄 9. Type Conversion.srt
│ ├── 📄 9. Type Conversion_en.srt
│ ├── 🎬 10. Quiz.mp4
│ ├── 📄 10. Quiz.srt
│ └── 📄 10. Quiz_en.srt
├── 📁 3. Control Flow
│ ├── 🎬 1. Comparison Operators.mp4
│ ├── 📄 1. Comparison Operators.srt
│ ├── 📄 1. Comparison Operators_en.srt
│ ├── 🎬 2. Conditional Statements.mp4
│ ├── 📄 2. Conditional Statements.srt
│ ├── 📄 2. Conditional Statements_en.srt
│ ├── 🎬 3. Ternary Operator.mp4
│ ├── 📄 3. Ternary Operator.srt
│ ├── 📄 3. Ternary Operator_en.srt
│ ├── 🎬 4. Logical Operators.mp4
│ ├── 📄 4. Logical Operators.srt
│ ├── 📄 4. Logical Operators_en.srt
│ ├── 🎬 5. Short-circuit Evaluation.mp4
│ ├── 📄 5. Short-circuit Evaluation.srt
│ ├── 📄 5. Short-circuit Evaluation_en.srt
│ ├── 🎬 6. Chaining Comparison Operators.mp4
│ ├── 📄 6. Chaining Comparison Operators.srt
│ ├── 📄 6. Chaining Comparison Operators_en.srt
│ ├── 🎬 7. Quiz.mp4
│ ├── 📄 7. Quiz.srt
│ ├── 📄 7. Quiz_en.srt
│ ├── 🎬 8. For Loops.mp4
│ ├── 📄 8. For Loops.srt
│ ├── 📄 8. For Loops_en.srt
│ ├── 🎬 9. For..Else.mp4
│ ├── 📄 9. For..Else.srt
│ ├── 📄 9. For..Else_en.srt
│ ├── 🎬 10. Nested Loops.mp4
│ ├── 📄 10. Nested Loops.srt
│ ├── 📄 10. Nested Loops_en.srt
│ ├── 🎬 11. Iterables.mp4
│ ├── 📄 11. Iterables.srt
│ ├── 📄 11. Iterables_en.srt
│ ├── 🎬 12. While Loops.mp4
│ ├── 📄 12. While Loops.srt
│ ├── 📄 12. While Loops_en.srt
│ ├── 🎬 13. Infinite Loops.mp4
│ ├── 📄 13. Infinite Loops.srt
│ ├── 📄 13. Infinite Loops_en.srt
│ ├── 🎬 14. Exercise.mp4
│ ├── 📄 14. Exercise.srt
│ └── 📄 14. Exercise_en.srt
├── 📁 4. Functions
│ ├── 🎬 1. Defining Functions.mp4
│ ├── 📄 1. Defining Functions.srt
│ ├── 📄 1. Defining Functions_en.srt
│ ├── 🎬 2. Arguments.mp4
│ ├── 📄 2. Arguments.srt
│ ├── 📄 2. Arguments_en.srt
│ ├── 🎬 3. Types of Functions.mp4
│ ├── 📄 3. Types of Functions.srt
│ ├── 📄 3. Types of Functions_en.srt
│ ├── 🎬 4. Keyword Arguments.mp4
│ ├── 📄 4. Keyword Arguments.srt
│ ├── 📄 4. Keyword Arguments_en.srt
│ ├── 🎬 5. Default Arguments.mp4
│ ├── 📄 5. Default Arguments.srt
│ ├── 📄 5. Default Arguments_en.srt
│ ├── 🎬 6. xargs.mp4
│ ├── 📄 6. xargs.srt
│ ├── 📄 6. xargs_en.srt
│ ├── 🎬 7. xxargs.mp4
│ ├── 📄 7. xxargs.srt
│ ├── 📄 7. xxargs_en.srt
│ ├── 🎬 8. Scope.mp4
│ ├── 📄 8. Scope.srt
│ ├── 📄 8. Scope_en.srt
│ ├── 🎬 9. Debugging.mp4
│ ├── 📄 9. Debugging.srt
│ ├── 📄 9. Debugging_en.srt
│ ├── 🎬 10. VSCode Coding Tricks . Windows.mp4
│ ├── 📄 10. VSCode Coding Tricks . Windows.srt
│ ├── 📄 10. VSCode Coding Tricks . Windows_en.srt
│ ├── 🎬 11. VSCode Coding Tricks . Mac.mp4
│ ├── 📄 11. VSCode Coding Tricks . Mac.srt
│ ├── 📄 11. VSCode Coding Tricks . Mac_en.srt
│ ├── 🎬 12. Exercise.mp4
│ ├── 📄 12. Exercise.srt
│ ├── 📄 12. Exercise_en.srt
│ ├── 🎬 13. Solution.mp4
│ ├── 📄 13. Solution.srt
│ └── 📄 13. Solution_en.srt
├── 📁 5. Data Structures
│ ├── 🎬 1. Lists.mp4
│ ├── 📄 1. Lists.srt
│ ├── 📄 1. Lists_en.srt
│ ├── 🎬 2. Accessing Items.mp4
│ ├── 📄 2. Accessing Items.srt
│ ├── 📄 2. Accessing Items_en.srt
│ ├── 🎬 3. List Unpacking.mp4
│ ├── 📄 3. List Unpacking.srt
│ ├── 📄 3. List Unpacking_en.srt
│ ├── 🎬 4. Looping over Lists.mp4
│ ├── 📄 4. Looping over Lists.srt
│ ├── 📄 4. Looping over Lists_en.srt
│ ├── 🎬 5. Adding or Removing Items.mp4
│ ├── 📄 5. Adding or Removing Items.srt
│ ├── 📄 5. Adding or Removing Items_en.srt
│ ├── 🎬 6. Finding Items.mp4
│ ├── 📄 6. Finding Items.srt
│ ├── 📄 6. Finding Items_en.srt
│ ├── 🎬 7. Sorting Lists.mp4
│ ├── 📄 7. Sorting Lists.srt
│ ├── 📄 7. Sorting Lists_en.srt
│ ├── 🎬 8. Lambda Functions.mp4
│ ├── 📄 8. Lambda Functions.srt
│ ├── 📄 8. Lambda Functions_en.srt
│ ├── 🎬 9. Map Function.mp4
│ ├── 📄 9. Map Function.srt
│ ├── 📄 9. Map Function_en.srt
│ ├── 🎬 10. Filter Function.mp4
│ ├── 📄 10. Filter Function.srt
│ ├── 📄 10. Filter Function_en.srt
│ ├── 🎬 11. List Comprehensions.mp4
│ ├── 📄 11. List Comprehensions.srt
│ ├── 📄 11. List Comprehensions_en.srt
│ ├── 🎬 12. Zip Function.mp4
│ ├── 📄 12. Zip Function.srt
│ ├── 📄 12. Zip Function_en.srt
│ ├── 🎬 13. Stacks.mp4
│ ├── 📄 13. Stacks.srt
│ ├── 📄 13. Stacks_en.srt
│ ├── 🎬 14. Queues.mp4
│ ├── 📄 14. Queues.srt
│ ├── 📄 14. Queues_en.srt
│ ├── 🎬 15. Tuples.mp4
│ ├── 📄 15. Tuples.srt
│ ├── 📄 15. Tuples_en.srt
│ ├── 🎬 16. Swapping Variables.mp4
│ ├── 📄 16. Swapping Variables.srt
│ ├── 📄 16. Swapping Variables_en.srt
│ ├── 🎬 17. Arrays.mp4
│ ├── 📄 17. Arrays.srt
│ ├── 📄 17. Arrays_en.srt
│ ├── 🎬 18. Sets.mp4
│ ├── 📄 18. Sets.srt
│ ├── 📄 18. Sets_en.srt
│ ├── 🎬 19. Dictionaries.mp4
│ ├── 📄 19. Dictionaries.srt
│ ├── 📄 19. Dictionaries_en.srt
│ ├── 🎬 20. Dictionary Comprehensions.mp4
│ ├── 📄 20. Dictionary Comprehensions.srt
│ ├── 📄 20. Dictionary Comprehensions_en.srt
│ ├── 🎬 21. Generator Expressions.mp4
│ ├── 📄 21. Generator Expressions.srt
│ ├── 📄 21. Generator Expressions_en.srt
│ ├── 🎬 22. Unpacking Operator.mp4
│ ├── 📄 22. Unpacking Operator.srt
│ ├── 📄 22. Unpacking Operator_en.srt
│ ├── 🎬 23. Exercise.mp4
│ ├── 📄 23. Exercise.srt
│ └── 📄 23. Exercise_en.srt
├── 📁 6. Exceptions
│ ├── 🎬 1. Exceptions.mp4
│ ├── 📄 1. Exceptions.srt
│ ├── 📄 1. Exceptions_en.srt
│ ├── 🎬 2. Handling Exceptions.mp4
│ ├── 📄 2. Handling Exceptions.srt
│ ├── 📄 2. Handling Exceptions_en.srt
│ ├── 🎬 3. Handling Different Exceptions.mp4
│ ├── 📄 3. Handling Different Exceptions.srt
│ ├── 📄 3. Handling Different Exceptions_en.srt
│ ├── 🎬 4. Cleaning Up.mp4
│ ├── 📄 4. Cleaning Up.srt
│ ├── 📄 4. Cleaning Up_en.srt
│ ├── 🎬 5. The With Statement.mp4
│ ├── 📄 5. The With Statement.srt
│ ├── 📄 5. The With Statement_en.srt
│ ├── 🎬 6. Raising Exceptions.mp4
│ ├── 📄 6. Raising Exceptions.srt
│ ├── 📄 6. Raising Exceptions_en.srt
│ ├── 🎬 7. Cost of Raising Exceptions.mp4
│ ├── 📄 7. Cost of Raising Exceptions.srt
│ └── 📄 7. Cost of Raising Exceptions_en.srt
├── 📁 7. Classes
│ ├── 🎬 1. Classes.mp4
│ ├── 📄 1. Classes.srt
│ ├── 📄 1. Classes_en.srt
│ ├── 🎬 2. Creating Classes.mp4
│ ├── 📄 2. Creating Classes.srt
│ ├── 📄 2. Creating Classes_en.srt
│ ├── 🎬 3. Constructors.mp4
│ ├── 📄 3. Constructors.srt
│ ├── 📄 3. Constructors_en.srt
│ ├── 🎬 4. Class vs Instance Attributes.mp4
│ ├── 📄 4. Class vs Instance Attributes.srt
│ ├── 📄 4. Class vs Instance Attributes_en.srt
│ ├── 🎬 5. Class vs Instance Methods.mp4
│ ├── 📄 5. Class vs Instance Methods.srt
│ ├── 📄 5. Class vs Instance Methods_en.srt
│ ├── 🎬 6. Magic Methods.mp4
│ ├── 📄 6. Magic Methods.srt
│ ├── 📄 6. Magic Methods_en.srt
│ ├── 🎬 7. Comparing Objects.mp4
│ ├── 📄 7. Comparing Objects.srt
│ ├── 📄 7. Comparing Objects_en.srt
│ ├── 🎬 8. Performing Arithmetic Operations.mp4
│ ├── 📄 8. Performing Arithmetic Operations.srt
│ ├── 📄 8. Performing Arithmetic Operations_en.srt
│ ├── 🎬 9. Making Custom Containers.mp4
│ ├── 📄 9. Making Custom Containers.srt
│ ├── 📄 9. Making Custom Containers_en.srt
│ ├── 🎬 10. Private Members.mp4
│ ├── 📄 10. Private Members.srt
│ ├── 📄 10. Private Members_en.srt
│ ├── 🎬 11. Properties.mp4
│ ├── 📄 11. Properties.srt
│ ├── 📄 11. Properties_en.srt
│ ├── 🎬 12. Inheritance.mp4
│ ├── 📄 12. Inheritance.srt
│ ├── 📄 12. Inheritance_en.srt
│ ├── 🎬 13. The Object Class.mp4
│ ├── 📄 13. The Object Class.srt
│ ├── 📄 13. The Object Class_en.srt
│ ├── 🎬 14. Method Overriding .mp4
│ ├── 📄 14. Method Overriding.srt
│ ├── 📄 14. Method Overriding_en.srt
│ ├── 🎬 15. Multi-level Inheritance.mp4
│ ├── 📄 15. Multi-level Inheritance.srt
│ ├── 📄 15. Multi-level Inheritance_en.srt
│ ├── 🎬 16. Multiple Inheritance.mp4
│ ├── 📄 16. Multiple Inheritance.srt
│ ├── 📄 16. Multiple Inheritance_en.srt
│ ├── 🎬 17. A Good Example of Inheritance.mp4
│ ├── 📄 17. A Good Example of Inheritance.srt
│ ├── 📄 17. A Good Example of Inheritance_en.srt
│ ├── 🎬 18. Abstract Base Classes.mp4
│ ├── 📄 18. Abstract Base Classes.srt
│ ├── 📄 18. Abstract Base Classes_en.srt
│ ├── 🎬 19. Polymorphism.mp4
│ ├── 📄 19. Polymorphism.srt
│ ├── 📄 19. Polymorphism_en.srt
│ ├── 🎬 20. Duck Typing.mp4
│ ├── 📄 20. Duck Typing.srt
│ ├── 📄 20. Duck Typing_en.srt
│ ├── 🎬 21. Extending Built-in Types.mp4
│ ├── 📄 21. Extending Built-in Types.srt
│ ├── 📄 21. Extending Built-in Types_en.srt
│ ├── 🎬 22. Data Classes.mp4
│ ├── 📄 22. Data Classes.srt
│ └── 📄 22. Data Classes_en.srt
├── 📁 8. Modules
│ ├── 🎬 1. Creating Modules.mp4
│ ├── 📄 1. Creating Modules.srt
│ ├── 📄 1. Creating Modules_en.srt
│ ├── 🎬 2. Compiled Python Files.mp4
│ ├── 📄 2. Compiled Python Files.srt
│ ├── 📄 2. Compiled Python Files_en.srt
│ ├── 🎬 3. Module Search Path.mp4
│ ├── 📄 3. Module Search Path.srt
│ ├── 📄 3. Module Search Path_en.srt
│ ├── 🎬 4. Packages .mp4
│ ├── 📄 4. Packages.srt
│ ├── 📄 4. Packages_en.srt
│ ├── 🎬 5. Sub-packages.mp4
│ ├── 📄 5. Sub-packages.srt
│ ├── 📄 5. Sub-packages_en.srt
│ ├── 🎬 6. Intra-package References.mp4
│ ├── 📄 6. Intra-package References.srt
│ ├── 📄 6. Intra-package References_en.srt
│ ├── 🎬 7. The dir Function.mp4
│ ├── 📄 7. The dir Function.srt
│ ├── 📄 7. The dir Function_en.srt
│ ├── 🎬 8. Executing Modules as Scripts.mp4
│ ├── 📄 8. Executing Modules as Scripts.srt
│ └── 📄 8. Executing Modules as Scripts_en.srt
├── 📁 9. Python Standard Library
│ ├── 🎬 1. Python Standard Library.mp4
│ ├── 📄 1. Python Standard Library.srt
│ ├── 📄 1. Python Standard Library_en.srt
│ ├── 🎬 2. Working With Paths.mp4
│ ├── 📄 2. Working With Paths.srt
│ ├── 📄 2. Working With Paths_en.srt
│ ├── 🎬 3. Working with Directories.mp4
│ ├── 📄 3. Working with Directories.srt
│ ├── 📄 3. Working with Directories_en.srt
│ ├── 🎬 4. Working with Files.mp4
│ ├── 📄 4. Working with Files.srt
│ ├── 📄 4. Working with Files_en.srt
│ ├── 🎬 5. Working with Zip Files.mp4
│ ├── 📄 5. Working with Zip Files.srt
│ ├── 📄 5. Working with Zip Files_en.srt
│ ├── 🎬 6. Working with CSV Files.mp4
│ ├── 📄 6. Working with CSV Files.srt
│ ├── 📄 6. Working with CSV Files_en.srt
│ ├── 🎬 7. Working with JSON Files.mp4
│ ├── 📄 7. Working with JSON Files.srt
│ ├── 📄 7. Working with JSON Files_en.srt
│ ├── 🎬 8. Working with a SQLite Database.mp4
│ ├── 📄 8. Working with a SQLite Database.srt
│ ├── 📄 8. Working with a SQLite Database_en.srt
│ ├── 🎬 9. Working with Timestamps.mp4
│ ├── 📄 9. Working with Timestamps.srt
│ ├── 📄 9. Working with Timestamps_en.srt
│ ├── 🎬 10. Working with DateTimes.mp4
│ ├── 📄 10. Working with DateTimes.srt
│ ├── 📄 10. Working with DateTimes_en.srt
│ ├── 🎬 11. Working with Time Deltas.mp4
│ ├── 📄 11. Working with Time Deltas.srt
│ ├── 📄 11. Working with Time Deltas_en.srt
│ ├── 🎬 12. Generating Random Values.mp4
│ ├── 📄 12. Generating Random Values.srt
│ ├── 📄 12. Generating Random Values_en.srt
│ ├── 🎬 13. Opening the Browser.mp4
│ ├── 📄 13. Opening the Browser.srt
│ ├── 📄 13. Opening the Browser_en.srt
│ ├── 🎬 14. Sending Emails.mp4
│ ├── 📄 14. Sending Emails.srt
│ ├── 📄 14. Sending Emails_en.srt
│ ├── 🎬 15. Templates.mp4
│ ├── 📄 15. Templates.srt
│ ├── 📄 15. Templates_en.srt
│ ├── 🎬 16. Command-line Arguments.mp4
│ ├── 📄 16. Command-line Arguments.srt
│ ├── 📄 16. Command-line Arguments_en.srt
│ ├── 🎬 17. Running External Programs.mp4
│ ├── 📄 17. Running External Programs.srt
│ └── 📄 17. Running External Programs_en.srt
├── 📁 10. Python Package Index
│ ├── 🎬 1. Pypi.mp4
│ ├── 📄 1. Pypi.srt
│ ├── 📄 1. Pypi_en.srt
│ ├── 🎬 2. Pip.mp4
│ ├── 📄 2. Pip.srt
│ ├── 📄 2. Pip_en.srt
│ ├── 🎬 3. Virtual Environments.mp4
│ ├── 📄 3. Virtual Environments.srt
│ ├── 📄 3. Virtual Environments_en.srt
│ ├── 🎬 4. Pipenv.mp4
│ ├── 📄 4. Pipenv.srt
│ ├── 📄 4. Pipenv_en.srt
│ ├── 🎬 5. Virtual Environments in VSCode.mp4
│ ├── 📄 5. Virtual Environments in VSCode.srt
│ ├── 📄 5. Virtual Environments in VSCode_en.srt
│ ├── 🎬 6. Pipfile.mp4
│ ├── 📄 6. Pipfile.srt
│ ├── 📄 6. Pipfile_en.srt
│ ├── 🎬 7. Managing Dependencies.mp4
│ ├── 📄 7. Managing Dependencies.srt
│ ├── 📄 7. Managing Dependencies_en.srt
│ ├── 🎬 8. Publishing Packages.mp4
│ ├── 📄 8. Publishing Packages.srt
│ ├── 📄 8. Publishing Packages_en.srt
│ ├── 🎬 9. Docstrings.mp4
│ ├── 📄 9. Docstrings.srt
│ ├── 📄 9. Docstrings_en.srt
│ ├── 🎬 10. Pydoc.mp4
│ ├── 📄 10. Pydoc.srt
│ └── 📄 10. Pydoc_en.srt
├── 📁 11. Popular Python Packages
│ ├── 🎬 1. Introduction.mp4
│ ├── 📄 1. Introduction.srt
│ ├── 📄 1. Introduction_en.srt
│ ├── 🎬 2. What are APIs.mp4
│ ├── 📄 2. What are APIs.srt
│ ├── 📄 2. What are APIs_en.srt
│ ├── 🎬 3. Yelp API.mp4
│ ├── 📄 3. Yelp API.srt
│ ├── 📄 3. Yelp API_en.srt
│ ├── 🎬 4. Searching for Businesses.mp4
│ ├── 📄 4. Searching for Businesses.srt
│ ├── 📄 4. Searching for Businesses_en.srt
│ ├── 🎬 5. Hiding API Key.mp4
│ ├── 📄 5. Hiding API Keys.srt
│ ├── 📄 5. Hiding API Keys_en.srt
│ ├── 🎬 6. Sending Text Messages.mp4
│ ├── 📄 6. Sending Text Messages.srt
│ ├── 📄 6. Sending Text Messages_en.srt
│ ├── 🎬 7. Web Scraping.mp4
│ ├── 📄 7. Web Scraping.srt
│ ├── 📄 7. Web Scraping_en.srt
│ ├── 🎬 8. Browser Automation.mp4
│ ├── 📄 8. Browser Automation.srt
│ ├── 📄 8. Browser Automation_en.srt
│ ├── 🎬 9. Working with PDFs.mp4
│ ├── 📄 9. Working with PDFs.srt
│ ├── 📄 9. Working with PDFs_en.srt
│ ├── 🎬 10. Working with Excel Spreadsheets.mp4
│ ├── 📄 10. Working with Excel Spreadsheets.srt
│ ├── 📄 10. Working with Excel Spreadsheets_en.srt
│ ├── 🎬 11. Command Query Separation Principle.mp4
│ ├── 📄 11. Command Query Separation Principle.srt
│ ├── 📄 11. Command Query Separation Principle_en.srt
│ ├── 🎬 12. NumPy.mp4
│ ├── 📄 12. NumPy.srt
│ └── 📄 12. NumPy_en.srt
├── 📁 12. Building Web Applications with Django
│ ├── 🎬 1. Introduction.mp4
│ ├── 📄 1. Introduction.srt
│ ├── 📄 1. Introduction_en.srt
│ ├── 🎬 2. Your First Django Project.mp4
│ ├── 📄 2. Your First Django Project.srt
│ ├── 📄 2. Your First Django Project_en.srt
│ ├── 🎬 3. Your First App.mp4
│ ├── 📄 3. Your First App.srt
│ ├── 📄 3. Your First App_en.srt
│ ├── 🎬 4. Views.mp4
│ ├── 📄 4. Views.srt
│ ├── 📄 4. Views_en.srt
│ ├── 🎬 5. Models.mp4
│ ├── 📄 5. Models.srt
│ ├── 📄 5. Models_en.srt
│ ├── 🎬 6. Migrations.mp4
│ ├── 📄 6. Migrations.srt
│ ├── 📄 6. Migrations_en.srt
│ ├── 🎬 7. Changing the Models.mp4
│ ├── 📄 7. Changing the Models.srt
│ ├── 📄 7. Changing the Models_en.srt
│ ├── 🎬 8. Admin.mp4
│ ├── 📄 8. Admin.srt
│ ├── 📄 8. Admin_en.srt
│ ├── 🎬 9. Customizing the Admin .mp4
│ ├── 📄 9. Customizing the Admin.srt
│ ├── 📄 9. Customizing the Admin_en.srt
│ ├── 🎬 10. Database Abstraction API.mp4
│ ├── 📄 10. Database Abstraction API.srt
│ ├── 📄 10. Database Abstraction API_en.srt
│ ├── 🎬 11. Templates.mp4
│ ├── 📄 11. Templates.srt
│ ├── 📄 11. Templates_en.srt
│ ├── 🎬 12. Adding Bootstrap.mp4
│ ├── 📄 12. Adding Bootstrap.srt
│ ├── 📄 12. Adding Bootstrap_en.srt
│ ├── 🎬 13. Customizing the Layout.mp4
│ ├── 📄 13. Customizing the Layout.srt
│ ├── 📄 13. Customizing the Layout_en.srt
│ ├── 🎬 14. Sharing a Template Across Multiple Apps.mp4
│ ├── 📄 14. Sharing a Template Across Multiple Apps.srt
│ ├── 📄 14. Sharing a Template Across Multiple Apps_en.srt
│ ├── 🎬 15. Url Parameters.mp4
│ ├── 📄 15. Url Parameters.srt
│ ├── 📄 15. Url Parameters_en.srt
│ ├── 🎬 16. Getting a Single Object.mp4
│ ├── 📄 16. Getting a Single Object.srt
│ ├── 📄 16. Getting a Single Object_en.srt
│ ├── 🎬 17. Raising 404 Errors.mp4
│ ├── 📄 17. Raising 404 Errors.srt
│ ├── 📄 17. Raising 404 Errors_en.srt
│ ├── 🎬 18. Referencing Urls.mp4
│ ├── 📄 18. Referencing Urls.srt
│ ├── 📄 18. Referencing Urls_en.srt
│ ├── 🎬 19. Creating APIs.mp4
│ ├── 📄 19. Creating APIs.srt
│ ├── 📄 19. Creating APIs_en.srt
│ ├── 🎬 20. Adding the Homepage.mp4
│ ├── 📄 20. Adding the Homepage.srt
│ ├── 📄 20. Adding the Homepage_en.srt
│ ├── 🎬 21. Getting Ready to Deploy.mp4
│ ├── 📄 21. Getting Ready to Deploy.srt
│ ├── 📄 21. Getting Ready to Deploy_en.srt
│ ├── 🎬 22. Deployment.mp4
│ ├── 📄 22. Deployment.srt
│ └── 📄 22. Deployment_en.srt
└── 📁 13. Machine Learning with Python
├── 🎬 1. What is Machine Learning.mp4
├── 📄 1. What is Machine Learning.srt
├── 📄 1. What is Machine Learning_en.srt
├── 🎬 2. Machine Learning in Action.mp4
├── 📄 2. Machine Learning in Action.srt
├── 📄 2. Machine Learning in Action_en.srt
├── 🎬 3. Libraries and Tools.mp4
├── 📄 3. Libraries and Tools.srt
├── 📄 3. Libraries and Tools_en.srt
├── 🎬 4. Importing a Data Set.mp4
├── 📄 4. Importing a Data Set.srt
├── 📄 4. Importing a Data Set_en.srt
├── 🎬 5. Jupyter Shortcuts.mp4
├── 📄 5. Jupyter Shortcuts.srt
├── 📄 5. Jupyter Shortcuts_en.srt
├── 🎬 6. A Real Machine Learning Problem.mp4
├── 📄 6. A Real Machine Learning Problem.srt
├── 📄 6. A Real Machine Learning Problem_en.srt
├── 🎬 7. Preparing the Data(1).mp4
├── 🎬 7. Preparing the Data.mp4
├── 📄 7. Preparing the Data.srt
├── 📄 7. Preparing the Data_en.srt
├── 🎬 8. Learning and Predicting.mp4
├── 📄 8. Learning and Predicting.srt
├── 📄 8. Learning and Predicting_en.srt
├── 🎬 9. Calculating the Accuracy.mp4
├── 📄 9. Calculating the Accuracy.srt
├── 📄 9. Calculating the Accuracy_en.srt
├── 🎬 10. Persisting Models.mp4
├── 📄 10. Persisting Models.srt
├── 📄 10. Persisting Models_en.srt
├── 🎬 11. Visualizing a Decision Tree.mp4
├── 📄 11. Visualizing a Decision Tree.srt
└── 📄 11. Visualizing a Decision Tree_en.srt 
