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01-Big Picture (Mar 2021)
1. Course Overview
1. Course Overview.mp4
2. Why Python-
01. The Big Picture.mp4
02. Simple to Learn.mp4
03. Simple to Use.mp4
04. Great Community.mp4
05. High Demand.mp4
06. Widely Used.mp4
07. Web Development.mp4
08. Data Science.mp4
09. Education and Learning.mp4
10. Scripting.mp4
3. What is Python-
1. What Is Python-.mp4
2. Unique Syntax.mp4
3. General-purpose.mp4
4. Multi-paradigm.mp4
5. Interpreted.mp4
6. Garbage-collected.mp4
7. Dynamically-typed.mp4
8. Summary.mp4
4. Python Pros and Cons
1. Pros and Cons.mp4
2. Pro- Comprehensive Standard Library.mp4
3. Pro- Community-driven.mp4
4. Pro- 3rd Party Libraries.mp4
5. Pro- 3rd Party Tools.mp4
6. Drawbacks.mp4
7. Course Summary.mp4
Exercises.zip
02-Getting Started (Dec 2019)
01. Course Overview
1. Course Overview.mp4
02. Installing and Starting Python
1. Overview.mp4
2. Installing Python.mp4
3. Interactive Python.mp4
4. Significant Whitespace.mp4
5. Python Culture.mp4
6. The Python Standard Library.mp4
7. Summary.mp4
03. Scalar Types, Operators, and Control Flow
1. Overview.mp4
2. Relational Operators.mp4
3. Control Flow.mp4
4. While-loops.mp4
5. Summary.mp4
04. Introducing Strings, Collections, and Iteration
1. Overview.mp4
2. String.mp4
3. String Literals.mp4
4. Bytes.mp4
5. List.mp4
6. Dict.mp4
7. For-loop.mp4
8. Putting it all Together.mp4
9. Summary.mp4
05. Modularity
01. Overview.mp4
02. Modules.mp4
03. Functions.mp4
04. __name__.mp4
05. The Python Execution Model.mp4
06. Command Line Arguments.mp4
07. Moment of Zen.mp4
08. Docstrings.mp4
09. Comments.mp4
10. Shebang.mp4
11. Summary.mp4
06. Objects and Types
1. Overview.mp4
2. Passing Arguments and Returning Values.mp4
3. Function Arguments.mp4
4. Python's Type System.mp4
5. Scopes.mp4
6. Moment of Zen.mp4
7. Everything is an Object.mp4
8. Summary.mp4
07. Built-in Collections
1. Overview.mp4
2. Tuples.mp4
3. Strings.mp4
4. Ranges.mp4
5. Lists.mp4
6. Dictionaries.mp4
7. Sets.mp4
8. Protocols.mp4
9. Summary.mp4
08. Exceptions
01. Overview.mp4
02. Exceptions and Control Flow.mp4
03. Handling Exceptions.mp4
04. Exceptions and Programmer Errors.mp4
05. Re-raising Exceptions.mp4
06. Exceptions Are Part of the API.mp4
07. Exceptions and Protocols.mp4
08. Avoid Explicit Type Checks.mp4
09. It's Easier to Ask Forgiveness Than Permission.mp4
10. Cleanup Actions.mp4
11. Platform-Specific Code.mp4
12. Summary.mp4
09. Iteration and Iterables
01. Overview.mp4
02. List and Set Comprehensions.mp4
03. DIctionary Comprehensions.mp4
04. Filtering Comprehensions.mp4
05. Moment of Zen.mp4
06. Iteration Protocols.mp4
07. Generator Functions.mp4
08. Maintaining State in Generators.mp4
09. Laziness and the Infinite.mp4
10. Generator Expressions.mp4
11. Iteration Tools.mp4
12. Summary.mp4
10. Classes
01. Overview.mp4
02. Classes.mp4
03. Defining Classes.mp4
04. Instance Methods.mp4
05. Instance Initializers.mp4
06. A Second Class.mp4
07. Collaborating Classes.mp4
08. Moment of Zen.mp4
09. Booking Seats.mp4
10. Methods for Implementation Details.mp4
11. Object-Oriented Design with Function Objects.mp4
12. Polymorphism and Duck Typing.mp4
13. Inheritance and Implementation Sharing.mp4
14. Summary.mp4
11. File IO and Resource Managements
01. Overview.mp4
02. Opening Files.mp4
03. Writing Text.mp4
04. Reading Text.mp4
05. Appending Text.mp4
06. Iterating over Files.mp4
07. Closing Files with Finally.mp4
08. With-blocks.mp4
09. Moment of Zen.mp4
10. Binary Files.mp4
11. Bitwise Operators.mp4
12. Pixel Data.mp4
13. Reading Binary Data.mp4
14. File-like Objects.mp4
15. Context Managers.mp4
16. Summary.mp4
Exercises.zip
03-Organizing Larger Programs (Mar 2019)
1. Course Overview
1. Course Overview.mp4
2. Nesting Modules with Packages
1. Prerequisites.mp4
2. Introduction to Packages.mp4
3. Locating Modules.mp4
4. Summary.mp4
3. Implementing Packages
1. Creating Packages.mp4
2. Creating a Subpackage.mp4
3. Relative Imports.mp4
4. Using __all__.mp4
4. Namespace and Executable Packages
1. Namespace Packages.mp4
2. Executable Directories.mp4
3. Executable Zip Files.mp4
4. Executable Packages.mp4
5. Recommended Package Layout
1. Python Project Structure.mp4
2. A Concrete Example- demo_reader.mp4
3. Implementing Plugins with Namespace Packages.mp4
4. Implementing Plugins with setuptools.mp4
6. Package Distribution
1. Source Distributions.mp4
2. Built Distributions.mp4
3. Uploading Packages to a Package Server.mp4
4. Summary.mp4
Exercises.zip
04-Functions and Functional Programming (Mar 2020)
1. Course Overview
1. Course Overview.mp4
2. Function and Callables
1. Review of Functions.mp4
2. Callable Instances.mp4
3. Classes Are Callable.mp4
4. Lambdas.mp4
5. Summary.mp4
3. Extended Argument and Call Syntax
1. Extended Formal Argument Syntax.mp4
2. Keyword and Positional-only Arguments.mp4
3. Extended Call Syntax.mp4
4. Summary.mp4
4. Closures
1. Local Functions.mp4
2. Closures and Nested Scopes.mp4
3. The Nonlocal Keyword.mp4
4. Summary.mp4
5. Function Decorators
1. Function Decorators.mp4
2. What Can Be a Decorator-.mp4
3. Applying Multiple Decorators.mp4
4. Preserving Function Metadata.mp4
5. Parameterized Decorators.mp4
6. Functional-style Tools
1. Map.mp4
2. Filter.mp4
3. Reduce.mp4
4. Combining the Tools.mp4
7. Multi-input and Nested Comprehension
1. Multi-input Comprehensions.mp4
2. Nested Comprehensions.mp4
Exercises.zip
05-Classes and Object-orientation (Jun 2020)
1. Course Overview
1. Course Overview.mp4
2. Class Attributes, Methods, and Properties
01. Overview.mp4
02. Class Attributes.mp4
03. Static Methods.mp4
04. Class Methods.mp4
05. Static Methods with Inheritance.mp4
06. Class Methods with Inheritance.mp4
07. Properties.mp4
08. Properties and Inheritance.mp4
09. Overriding Properties with Template Methods.mp4
10. Summary.mp4
3. String Representation of Objects
1. Overview.mp4
2. Customizing repr().mp4
3. Customizing str().mp4
4. Customizing format().mp4
5. Summary.mp4
4. Multiple Inheritance and Method-resolution Order
1. Review- Single Inheritance.mp4
2. Type Inspection.mp4
3. Multiple Inheritance.mp4
4. Method Resolution Order.mp4
5. super().mp4
6. Resolving the Mystery.mp4
7. Summary.mp4
5. Class Decorators
1. Overview.mp4
2. Can We Synthesize a Method-.mp4
3. Making a Class Decorator.mp4
4. Class Decorator Factories.mp4
5. Summary.mp4
6. Data Classes
1. Data Classes.mp4
2. Defining Data Classes.mp4
3. Hash and Hashability.mp4
4. Dataclass Invariants.mp4
5. Summary.mp4
Exercises.zip
06-Implementing Iterators, Iterables and Collections (Jul 2020)
01. Course Overview
1. Course Overview.mp4
02. Iterators and Iterables
01. Iterators and Iterables.mp4
02. Motivating Iterators- Tree Traversals.mp4
03. Breath-first, Level-order Iterator.mp4
04. Depth-first, Pre-order Iterator.mp4
05. Depth-first, In-order Iterator.mp4
06. Filtering Iterators.mp4
07. Transforming Iterators.mp4
08. Iterables.mp4
09. The Alternative Iterable Protocol.mp4
10. The Extended iter() Form.mp4
11. Summary.mp4
03. Collection Protocol Overview
1. Collection Protocols.mp4
04. The Collection Construction Convention
1. The Construction Convention.mp4
05. The Container Protocol
1. The Container Protocol.mp4
06. The Sized Protocol
1. The Sized Protocol.mp4
07. The Iterable Protocol
1. The Iterable Protocol.mp4
08. The Sequence Protocol
01. The Sequence Protocol.mp4
02. Indexing.mp4
03. Slicing.mp4
04. String Representation.mp4
05. Value Equality.mp4
06. Value Inequality.mp4
07. The Hashable Protocol.mp4
08. Reversing a Sequence.mp4
09. The index() Method.mp4
10. The count() Method.mp4
11. The Extended Sequence Protocol.mp4
09. Refactoring to Improve Performance
1. Refactoring for Performance.mp4
2. Checking Performance.mp4
10. The Collection Abstract Base Classes
1. The Collection Abstract Base Classes.mp4
11. The Set Protocol
1. The Set Protocol.mp4
2. Going Further- Mutability.mp4
3. Summary.mp4
Exercises.zip
07-Robust Resource and Error Handling (Jun 2020)
01. Course Overview
1. Course Overview.mp4
02. Review
1. Review.mp4
03. Exception Hierarchies
1. Exception Hierarchies.mp4
04. Exception Payloads
1. Exception Payloads.mp4
05. User-defined Exceptions
1. User-defined Exceptions.mp4
06. Exception Chaining
1. Implicit Chaining.mp4
2. Explicit Chaining.mp4
07. Tracebacks
1. Tracebacks.mp4
08. Assertions
1. Assertions and Invariants.mp4
2. Class Invariants.mp4
3. Assertions and Performance.mp4
4. Postconditions- A Practical Example.mp4
09. Context Managers
1. Introduction.mp4
2. The Context Manager Protocol.mp4
3. Implementing a Context Manager.mp4
4. Expansion of the With-statement.mp4
10. The Context Manager Decorator
1. The Context Manager Decorator.mp4
11. Multiple Context Managers in a With-Statement
1. Multiple Context Managers.mp4
12. Example- Modeling Database Transactions with Context Managers
1. Modeling Database Transactions.mp4
Exercises.zip
08-Introspection (May 2020)
1. Course Overview
1. Course Overview.mp4
2. Introspecting Types
1. Introspecting Types.mp4
3. Introspecting Objects
1. Introspecting Objects.mp4
2. Example- Mixed Numerals.mp4
3. Summary.mp4
4. Introspecting Scopes
1. Introspecting Scopes.mp4
5. The Inspect Module
1. The Inspect Module.mp4
6. An Object Introspection Tool
1. An Object Introspection Tool.mp4
2. Summary.mp4
Exercises.zip
09-Numeric Types, Dates and Times (Mar 2020)
1. Course Overview
1. Course Overview.mp4
2. Review of int and float
1. Review of int and float.mp4
3. The Decimal Module
1. Construction.mp4
2. Fractional Values, Precision, and Special Values.mp4
3. Combining with Other Types.mp4
4. Summary.mp4
4. The Fractions Module
1. Construction.mp4
2. Arithmetic and Operations.mp4
5. Complex Numbers
1. Construction.mp4
2. Operations.mp4
3. A Practical Example.mp4
6. Built-in Functions Relating to Numbers
1. Built-in Functions for Numbers.mp4
2. Base Conversions.mp4
7. Dates and Times with the Datetime Module
1. The Datetime Module.mp4
2. Dates.mp4
3. Times.mp4
4. Combined Dates and Times.mp4
5. Durations.mp4
6. Timezones.mp4
7. Summary.mp4
8. Computational Geometry
1. Example Problem- Collinearity.mp4
2. Implementing with float and Fraction.mp4
3. Visualizing the Results.mp4
Exercises.zip
10-Advanced Flow Control (Jan 2021)
1. Course Overview
1. Course Overview.mp4
2. Loop-else Clauses
1. Loop-else Clauses.mp4
2. The While-else Construct.mp4
3. Evaluating Stack Programs.mp4
3. For-else Clauses
1. For-else Clauses.mp4
2. Handling Search Failure With for-else.mp4
3. Refactoring from Loop-else to Extracted Functions.mp4
4. Try-else Clauses
1. Try-else Clauses.mp4
2. Narrowing Try-block Scope Using try-else.mp4
5. Emulating Switch
1. Emulating Switch.mp4
2. Refactoring from If-elif-else to Mappings of Callables.mp4
6. Dispatching on Type
1. Dispatching on Type.mp4
2. Refactoring to Separate Concerns.mp4
3. Dictionary Dispatch.mp4
4. Introspective Lookup.mp4
5. The singledispatch Decorator.mp4
6. Overloading Methods.mp4
7. Implementing Multiple Dispatch.mp4
7. Short-circuit Evaluation
1. Short-circuit Evaluation.mp4
2. The Logical-and Operator.mp4
3. The Logical-or Operator.mp4
4. Coalescing Nulls.mp4
5. Guarding Expressions with Logical-and.mp4
6. Safe Expressions with Shortcut Evaluation.mp4
7. Summary.mp4
Exercises.zip
11-Byte Oriented Programming (Mar 2021)
1. Course Overview
1. Course Overview.mp4
2. Bit- and Byte-wise Operations
01. Bits and Bytes.mp4
02. Bitwise Operators.mp4
03. Bitwise-and.mp4
04. Masking with Bitwise-and.mp4
05. Flags with Bitwise-and.mp4
06. Clearing Flags with Bitwise-and.mp4
07. Bitwise-or.mp4
08. Packing Values with Bitwise-or.mp4
09. Setting and Combining Flags with Bitwise-or.mp4
10. Bitwise Exclusive-or.mp4
11. Bitwise Complement.mp4
12. Byte-wise Operations with Integers.mp4
13. Bit Sets.mp4
3. Byte-oriented Types
1. The bytes Type.mp4
2. The bytearray Type.mp4
4. Interpreting Binary Structures
1. The struct Module.mp4
2. Using the struct Module to Read Binary Structures.mp4
5. The memoryview Type
1. The memoryview Type.mp4
6. Memory-mapped Files
1. The mmap Module.mp4
2. Summary.mp4
Exercises.zip
12-Custom Attributes and Descriptors (Aug 2021)
1. Course Overview
1. Course Overview.mp4
2. Object Internals
01. How are Python Objects Represented-.mp4
02. Dynamic Attribute Initialization.mp4
03. Custom Attribute Read Access.mp4
04. Preventing Attribute Write Access.mp4
05. Preventing Unwanted Recursion.mp4
06. Preventing Attribute Deletion.mp4
07. Customizing Attribute Storage.mp4
08. Using vars() to Access __dict__.mp4
09. Intercepting All Attribute Access.mp4
10. Customizing Attribute Writes.mp4
11. Built-in Protocols Bypass Attribute Lookup.mp4
3. Class Internals
1. Class Attribute Lookup.mp4
2. Simplified Attribute Lookup Algorithm.mp4
4. Optimizing memory usage with slots
1. Trading Size for Dynamism with Slots.mp4
2. Slots Lookup.mp4
5. Descriptors
1. Reviewing Properties.mp4
2. Unravelling the Property Decorator.mp4
3. Implementing a Descriptor.mp4
4. Storing Instance Data.mp4
5. Accessing Descriptors via Classes.mp4
6. Setting Descriptor Names.mp4
7. Data Versus Non-data Descriptors.mp4
8. Summary.mp4
Exercises.zip
13-The Numeric Tower, Conversion and Operators (Jul 2020)
1. Course Overview
1. Course Overview.mp4
2. Numeric Types
01. Introduction.mp4
02. Built-in Types Jup.mp4
03. Decimals Jup.mp4
04. Fractions Jup.mp4
05. Integers.mp4
06. Integers Jup.mp4
07. Fractions.mp4
08. Cups Example Jup.mp4
09. Floats.mp4
10. Interest Jup.mp4
3. Implementing Classes that Respond to Operators
1. Example.mp4
2. Vector Jup.mp4
Exercises.zip
14-Hashing and More Collections (Aug 2020)
1. Course Overview
1. Course Overview.mp4
2. Collections by Type
1. Introduction.mp4
2. Sequence Types.mp4
3. Demo- Sequence Types.mp4
4. Mapping Types.mp4
5. Demo- Mapping Types.mp4
6. Set and Summary.mp4
3. Custom Object equality- __hash__ and __eq__
1. Introduction.mp4
2. Demo- Hashing.mp4
3. Collisions and Equality.mp4
4. Demo- Hashing and Equality.mp4
5. Demo- Hash Immutability.mp4
6. More on Immutability.mp4
7. Dataclass and Summary.mp4
4. More Mapping Types
1. Introduction.mp4
2. Demo- defaultdict.mp4
3. Counter + Demo.mp4
4. OrderedDict + Demo.mp4
5. Summary.mp4
5. More Sequence Types
1. Introduction.mp4
2. Demo- namedtuple.mp4
3. deque.mp4
4. Demo- deque.mp4
5. Summary.mp4
Exercises.zip
15-Advanced Generators and Coroutines (Feb 2020)
1. Course Overview
1. Course Overview.mp4
2. Much More Than Just Iteration- Generators!
1. Just Give up the Next Item- Iteration.mp4
2. A Different Approach- Generators as Iterators.mp4
3. When Performance Matters- Laziness vs. Eagerness.mp4
4. Demo- Your First Generator.mp4
5. Summary.mp4
3. Creating Your First Generator Based Data Pipeline
1. Much More Than Just Iteration- Pipeline Enabled Generators.mp4
2. Why You Don’t Have to Remember All This- Itertools!.mp4
3. Demo- All You Need Are Pipelines.mp4
4. Summary.mp4
4. Meet Generators Counterpart- Coroutines
1. Generators Counterpart- Coroutines.mp4
2. Expanding on Coroutines- Priming and Yielding.mp4
3. Getting the Final State out of Generators- Returning Values.mp4
4. Yield Data Model- Iter, Next, Send, Close, Throw, and Return.mp4
5. Demo- The First Coroutine.mp4
6. Summary.mp4
5. Pushing Data through Pipelines with Coroutines
1. Delegate That Task! Yield from Explained.mp4
2. Flow That Data with Coroutines.mp4
3. From Pipelines to Concurrency- How Coroutines Changed the World.mp4
4. Demo- Putting It All Together; Creating Your Own Event Loop!.mp4
5. Summary.mp4
Exercises.zip
16-Unit Testing with Python (Jun 2019)
1. Course Overview
1. Course Overview.mp4
2. Unit Test Fundamentals
01. What Is a Unit Test-.mp4
02. First Example Unit Test.mp4
03. Explanation of 'Test Case' and 'Test Runner'.mp4
04. Exception Checking with assertRaises & Explaination of 'Test Suite'.mp4
05. Skipping a Test Case & Explanation of 'Test Fixture'.mp4
06. Vocabulary Summary.mp4
07. Example of Poor Unit Test Design.mp4
08. Better Design with Arrange-Act-Assert.mp4
09. Detailed Design of Arrange-Act-Assert Test Parts.mp4
10. Module Summary.mp4
3. Unit Testing Why and When
01. Introducing the Module Topics - Why and When.mp4
02. Unit Testing Helps You to Understand What to Build.mp4
03. Unit Testing Helps You to Document the Units.mp4
04. Unit Testing Helps You with Design.mp4
05. Unit Testing Helps You Detect Regression.mp4
06. Limitations of Unit Testing.mp4
07. Unit Testing Is Part of Your Job.mp4
08. Test-Last Process.mp4
09. Test-First Process.mp4
10. Test-Driven Development.mp4
11. Automated Build Servers and Continuous Integration.mp4
12. Module Summary.mp4
4. Unit Testing with pytest
1. Introducing pytest - a Popular Alternative to unittest.mp4
2. First Test Case and Failure Analysis.mp4
3. Using PyCharm's Test Runner.mp4
4. Additional Kinds of Assertion, Including assertRaises.mp4
5. Introduction to Test Fixtures.mp4
6. Cleaning up Fixture Resources, Chaining Fixtures.mp4
7. Organzing Test Code for Larger Programs.mp4
8. Using Markers to Control Which Tests Are Run.mp4
9. Using an HTML Report Plugin & Module Summary.mp4
5. Testable Documentation with doctest
1. Introducing doctest - Embed Unit Tests in Your Docstrings.mp4
2. Introduction to Yatzy Example & a First doctest.mp4
3. Using a Test Runner to Execute Your Doctests.mp4
4. Interpreting Test Failures and Updating Your Docstring.mp4
5. Handling Output That Varies Using a Wildcard.mp4
6. Handling Random Numbers, Dictionaries, Floats, and Tracebacks.mp4
7. Global Options and Directives.mp4
8. Regression Testing Your Tutorial Documentation.mp4
9. Module Summary.mp4
6. Using Test Doubles
01. What Is a Test Double-.mp4
02. Example Using a Stub.mp4
03. Creating a Stub Using unittest.Mock.mp4
04. Example Using a Fake.mp4
05. Example Using a Dummy.mp4
06. Mocks and Spies Give You a Third Kind of Assertion.mp4
07. Example Using a Spy.mp4
08. Example Using a Mock.mp4
09. Overview of All the Types of Test Double.mp4
10. Using Monkeypatching to Insert a Test Double.mp4
11. Example Using Monkeypatching to Replace a Built-in Function.mp4
12. Module Summary.mp4
7. Parameterized Tests & Test Coverage
1. Module Introduction.mp4
2. Example Using Parameterized Tests with pytest.mp4
3. Example Using Parameterized Tests with unittest.mp4
4. Example Measuring Test Coverage.mp4
5. Example Measuring Branch Coverage.mp4
6. Example Adding Parameterized Tests to Existing Code with Coverage.mp4
7. Tracking Coverage Trends.mp4
8. Good Uses for Coverage, and Alternatives for Assessing Test Quality.mp4
9. Module Summary.mp4
Exercises.zip
17-Managing Python Packages and Virtual Environments (Feb 2019)
1. Course Overview
1. Course Overview.mp4
2. Managing Python Packages with pip
01. Introduction.mp4
02. Getting Started.mp4
03. Demo- Installing pip on Windows.mp4
04. Installing pip on Mac OS or Linux.mp4
05. Demo- Linux Installation.mp4
06. Demo- Package Management with pip.mp4
07. Where Are Packages Installed-.mp4
08. A Better Way to Call pip.mp4
09. User and system installs.mp4
10. Demo- Getting Package Information with pip.mp4
11. Review.mp4
3. Setting up Your Project with Virtual Environments
01. About Virtual Environments.mp4
02. Creating a Virtual Environment.mp4
03. Working Inside a Virtual Environment.mp4
04. Review- Virtual Environments.mp4
05. Managing Project Requirements.mp4
06. Projects, Requirements, and Versions.mp4
07. Virtual Environments and Pycharm.mp4
08. Virtual Environments and VSCode.mp4
09. A Real-world Example.mp4
10. Another Example- Testing with Tox.mp4
4. Using virtualenvwrapper to Make Your Life Easier
1. Intro and Installation.mp4
2. Working with virtualenvwrapper.mp4
3. Review.mp4
5. Choosing the Right Tools
1. Introducing pipenv and poetry.mp4
2. Pipenv.mp4
3. Poetry.mp4
4. Conclusion.mp4
Exercises.zip
18-Python Best Practices for Code Quality (May 2019)
1. Course Overview
1. Course Overview.mp4
2. Following Python Style Guidelines- PEP8 and Pylint
1. Introduction- What Is a PEP-.mp4
2. Overview of PEP8.mp4
3. Demo- Applying PEP8 Rules to Your Code.mp4
4. Review- PEP8.mp4
5. Demo- Commandline Tools- Pylint.mp4
6. Demo- Commandline Tools- Pycodestyle and Black.mp4
7. Module Summary.mp4
3. Documenting Your Project
1. Introduction- Docstrings and Sphinx.mp4
2. Demo- Getting Started with Sphinx.mp4
3. Demo- Introducing reStructuredText.mp4
4. Review- Sphinx and reStructuredText.mp4
5. Demo- A Python Project with Docstrings.mp4
6. Demo- Using Apidoc to Generate Documentation from Python Code.mp4
7. Review- Apidoc.mp4
4. Improve Your Code with Type Checking
1. Introduction- Static Typing and Type Hints.mp4
2. Demo- Type Hints.mp4
3. Review- Type Hints.mp4
4. Demo- Adding Type Hints to Our Project.mp4
5. Demo- mypy.mp4
6. Summary.mp4
Exercises.zip
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