Part 1/1. Introduction/1. Course Overview.mp4279.22MB

Part 1/10. Extras/1. Introduction.mp452.24MB

Part 1/10. Extras/10. Random Samples.mp410.16MB

Part 1/10. Extras/11. Timing code using timeit.mp425.55MB

Part 1/10. Extras/12. Don't Use args and kwargs Names Blindly.mp413.86MB

Part 1/10. Extras/13. Command Line Arguments.mp495.33MB

Part 1/10. Extras/14. Sentinel Values for Parameter Defaults.mp456.39MB

Part 1/10. Extras/15. Simulating a simple switch in Python.mp4102.61MB

Part 1/10. Extras/2. Additional Resources.mp449.06MB

Part 1/10. Extras/3. Python 3.6 Highlights.mp412.81MB

Part 1/10. Extras/4. Python 3.6 - Dictionary Ordering.mp426.59MB

Part 1/10. Extras/5. Python 3.6 - Preserved Order of kwargs and Named Tuple Application.mp48.22MB

Part 1/10. Extras/6. Python 3.6 - Underscores in Numeric Literals.mp44.94MB

Part 1/10. Extras/7. Python 3.6 - f-Strings.mp412.51MB

Part 1/10. Extras/8. Random Seeds.mp426.51MB

Part 1/10. Extras/9. Random Choices.mp451.9MB

Part 1/2. A Quick Refresher - Basics Review/1. Introduction.mp48.77MB

Part 1/2. A Quick Refresher - Basics Review/10. Classes.mp482.41MB

Part 1/2. A Quick Refresher - Basics Review/2. The Python Type Hierarchy.mp428.95MB

Part 1/2. A Quick Refresher - Basics Review/3. Multi-Line Statements and Strings.mp489.19MB

Part 1/2. A Quick Refresher - Basics Review/4. Variable Names.mp453.2MB

Part 1/2. A Quick Refresher - Basics Review/5. Conditionals.mp424.04MB

Part 1/2. A Quick Refresher - Basics Review/6. Functions.mp442.38MB

Part 1/2. A Quick Refresher - Basics Review/7. The While Loop.mp442.67MB

Part 1/2. A Quick Refresher - Basics Review/8. Break, Continue and the Try Statement.mp433.73MB

Part 1/2. A Quick Refresher - Basics Review/9. The For Loop.mp456.04MB

Part 1/3. Variables and Memory/1. Introduction.mp413.43MB

Part 1/3. Variables and Memory/10. Variable Equality.mp465MB

Part 1/3. Variables and Memory/11. Everything is an Object.mp457.84MB

Part 1/3. Variables and Memory/12. Python Optimizations Interning.mp441.62MB

Part 1/3. Variables and Memory/13. Python Optimizations String Interning.mp477.18MB

Part 1/3. Variables and Memory/14. Python Optimizations Peephole.mp482.54MB

Part 1/3. Variables and Memory/2. Variables are Memory References.mp433.27MB

Part 1/3. Variables and Memory/3. Reference Counting.mp456.95MB

Part 1/3. Variables and Memory/4. Garbage Collection.mp4104.55MB

Part 1/3. Variables and Memory/5. Dynamic vs Static Typing.mp425.37MB

Part 1/3. Variables and Memory/6. Variable Re-Assignment.mp420.61MB

Part 1/3. Variables and Memory/7. Object Mutability.mp465.77MB

Part 1/3. Variables and Memory/8. Function Arguments and Mutability.mp469.08MB

Part 1/3. Variables and Memory/9. Shared References and Mutability.mp441.54MB

Part 1/4. Numeric Types/1. Introduction.mp414.8MB

Part 1/4. Numeric Types/10. Floats Equality Testing - Lecture.mp492.94MB

Part 1/4. Numeric Types/11. Floats Equality Testing - Coding.mp4237.88MB

Part 1/4. Numeric Types/12. Floats Coercing to Integers - Lecture.mp448.1MB

Part 1/4. Numeric Types/13. Floats Coercing to Integers - Coding.mp418.7MB

Part 1/4. Numeric Types/14. Floats Rounding - Lecture.mp4122.21MB

Part 1/4. Numeric Types/15. Floats Rounding - Coding.mp450.68MB

Part 1/4. Numeric Types/16. Decimals - Lecture.mp487.57MB

Part 1/4. Numeric Types/17. Decimals - Coding.mp436.15MB

Part 1/4. Numeric Types/18. Decimals Constructors and Contexts - Lecture.mp450.65MB

Part 1/4. Numeric Types/19. Decimals Constructors and Contexts - Coding.mp435.34MB

Part 1/4. Numeric Types/2. Integers Data Types.mp483.41MB

Part 1/4. Numeric Types/20. Decimals Math Operations - Lecture.mp448.98MB

Part 1/4. Numeric Types/21. Decimals Math Operations - Coding.mp452.24MB

Part 1/4. Numeric Types/22. Decimals Performance Considerations.mp438.48MB

Part 1/4. Numeric Types/23. Complex Numbers - Lecture.mp460.93MB

Part 1/4. Numeric Types/24. Complex Numbers - Coding.mp450.54MB

Part 1/4. Numeric Types/25. Booleans.mp489.14MB

Part 1/4. Numeric Types/26. Booleans Truth Values - Lecture.mp446.44MB

Part 1/4. Numeric Types/27. Booleans Truth Values - Coding.mp449.06MB

Part 1/4. Numeric Types/28. Booleans Precedence and Short-Circuiting - Lecture.mp4102.78MB

Part 1/4. Numeric Types/29. Booleans Precedence and Short-Circuiting - Coding.mp444.83MB

Part 1/4. Numeric Types/3. Integers Operations.mp4100.01MB

Part 1/4. Numeric Types/30. Booleans Boolean Operators - Lecture.mp485.02MB

Part 1/4. Numeric Types/31. Booleans Boolean Operators - Coding.mp447.98MB

Part 1/4. Numeric Types/32. Comparison Operators.mp483.15MB

Part 1/4. Numeric Types/4. Integers Constructors and Bases - Lecture.mp4136.36MB

Part 1/4. Numeric Types/5. Integers Constructors and Bases - Coding.mp466.57MB

Part 1/4. Numeric Types/6. Rational Numbers - Lecture.mp469.55MB

Part 1/4. Numeric Types/7. Rationals Numbers - Coding.mp441.48MB

Part 1/4. Numeric Types/8. Floats Internal Representations - Lecture.mp496.46MB

Part 1/4. Numeric Types/9. Floats Internal Representations - Coding.mp416.4MB

Part 1/5. Function Parameters/1. Introduction.mp43.53MB

Part 1/5. Function Parameters/10. args - Coding.mp437.07MB

Part 1/5. Function Parameters/11. Keyword Arguments - Lecture.mp444.95MB

Part 1/5. Function Parameters/12. Keyword Arguments - Coding.mp445.21MB

Part 1/5. Function Parameters/13. kwargs.mp440.62MB

Part 1/5. Function Parameters/14. Putting it all Together - Lecture.mp463.07MB

Part 1/5. Function Parameters/15. Putting it all Together - Coding.mp460MB

Part 1/5. Function Parameters/16. Application A Simple Function Timer.mp464.71MB

Part 1/5. Function Parameters/17. Parameter Defaults - Beware!!.mp479.02MB

Part 1/5. Function Parameters/18. Parameter Defaults - Beware Again!!.mp465.2MB

Part 1/5. Function Parameters/2. Argument vs Parameter.mp417.7MB

Part 1/5. Function Parameters/3. Positional and Keyword Arguments - Lecture.mp463.17MB

Part 1/5. Function Parameters/4. Positional and Keyword Arguments - Coding.mp419.2MB

Part 1/5. Function Parameters/5. Unpacking Iterables - Lecture.mp460.78MB

Part 1/5. Function Parameters/6. Unpacking Iterables - Coding.mp464.56MB

Part 1/5. Function Parameters/7. Extended Unpacking - Lecture.mp483.39MB

Part 1/5. Function Parameters/8. Extended Unpacking - Coding.mp489.78MB

Part 1/5. Function Parameters/9. args - Lecture.mp428.67MB

Part 1/6. First-Class Functions/1. Introduction.mp420.38MB

Part 1/6. First-Class Functions/10. Callables.mp460.38MB

Part 1/6. First-Class Functions/11. Map, Filter, Zip and List Comprehensions - Lecture.mp4106.1MB

Part 1/6. First-Class Functions/12. Map, Filter, Zip and List Comprehensions - Coding.mp468.77MB

Part 1/6. First-Class Functions/13. Reducing Functions - Lecture.mp4125.58MB

Part 1/6. First-Class Functions/14. Reducing Functions - Coding.mp471.88MB

Part 1/6. First-Class Functions/15. Partial Functions - Lecture.mp456.05MB

Part 1/6. First-Class Functions/16. Partial Functions - Coding.mp486.53MB

Part 1/6. First-Class Functions/17. The operator Module - Lecture.mp473.99MB

Part 1/6. First-Class Functions/18. The operator Module - Coding.mp4108.99MB

Part 1/6. First-Class Functions/2. Docstrings and Annotations - Lecture.mp477.53MB

Part 1/6. First-Class Functions/3. Docstrings and Annotations - Coding.mp451.95MB

Part 1/6. First-Class Functions/4. Lambda Expressions - Lecture.mp459.15MB

Part 1/6. First-Class Functions/5. Lambda Expressions - Coding.mp450.27MB

Part 1/6. First-Class Functions/6. Lambdas and Sorting.mp452.19MB

Part 1/6. First-Class Functions/7. Challenge - Randomize an Iterable using Sorted!!.mp48.33MB

Part 1/6. First-Class Functions/8. Function Introspection - Lecture.mp496.43MB

Part 1/6. First-Class Functions/9. Function Introspection - Coding.mp498.52MB

Part 1/7. Scopes, Closures and Decorators/1. Introduction.mp47.69MB

Part 1/7. Scopes, Closures and Decorators/10. Decorators (Part 1) - Lecture.mp4105.49MB

Part 1/7. Scopes, Closures and Decorators/11. Decorators (Part 1) - Coding.mp473.32MB

Part 1/7. Scopes, Closures and Decorators/12. Decorator Application (Timer).mp4125.54MB

Part 1/7. Scopes, Closures and Decorators/13. Decorator Application (Logger, Stacked Decorators).mp476.99MB

Part 1/7. Scopes, Closures and Decorators/14. Decorator Application (Memoization).mp499.02MB

Part 1/7. Scopes, Closures and Decorators/15. Decorators (Part 2) - Lecture.mp457.21MB

Part 1/7. Scopes, Closures and Decorators/16. Decorators (Part 2) - Coding.mp484.78MB

Part 1/7. Scopes, Closures and Decorators/17. Decorator Application (Decorator Class).mp431.33MB

Part 1/7. Scopes, Closures and Decorators/18. Decorator Application (Decorating Classes).mp4100.92MB

Part 1/7. Scopes, Closures and Decorators/19. Decorator Application (Dispatching) - Part 1.mp4110.99MB

Part 1/7. Scopes, Closures and Decorators/2. Global and Local Scopes - Lecture.mp4167.22MB

Part 1/7. Scopes, Closures and Decorators/20. Decorator Application (Dispatching) - Part 2.mp4123.18MB

Part 1/7. Scopes, Closures and Decorators/21. Decorator Application (Dispatching) - Part 3.mp4103.21MB

Part 1/7. Scopes, Closures and Decorators/3. Global and Local Scopes - Coding.mp450.42MB

Part 1/7. Scopes, Closures and Decorators/4. Nonlocal Scopes - Lecture.mp4105.2MB

Part 1/7. Scopes, Closures and Decorators/5. Nonlocal Scopes - Coding.mp445.23MB

Part 1/7. Scopes, Closures and Decorators/6. Closures - Lecture.mp4190.34MB

Part 1/7. Scopes, Closures and Decorators/7. Closures - Coding.mp4112.35MB

Part 1/7. Scopes, Closures and Decorators/8. Closure Applications - Part 1.mp458.65MB

Part 1/7. Scopes, Closures and Decorators/9. Closure Applications - Part 2.mp475.28MB

Part 1/8. Tuples as Data Structures and Named Tuples/1. Introduction.mp416.57MB

Part 1/8. Tuples as Data Structures and Named Tuples/10. Named Tuples - Application - Returning Multiple Values.mp423.05MB

Part 1/8. Tuples as Data Structures and Named Tuples/11. Named Tuples - Application - Alternative to Dictionaries.mp4104.21MB

Part 1/8. Tuples as Data Structures and Named Tuples/2. Tuples as Data Structures - Lecture.mp494.24MB

Part 1/8. Tuples as Data Structures and Named Tuples/3. Tuples as Data Structures - Coding.mp484.98MB

Part 1/8. Tuples as Data Structures and Named Tuples/4. Named Tuples - Lecture.mp4134.83MB

Part 1/8. Tuples as Data Structures and Named Tuples/5. Named Tuples - Coding.mp4127.92MB

Part 1/8. Tuples as Data Structures and Named Tuples/6. Named Tuples - Modifying and Extending - Lecture.mp473.45MB

Part 1/8. Tuples as Data Structures and Named Tuples/7. Named Tuples - Modifying and Extending - Coding.mp478.29MB

Part 1/8. Tuples as Data Structures and Named Tuples/8. Named Tuples - DocStrings and Default Values - Lecture.mp466.14MB

Part 1/8. Tuples as Data Structures and Named Tuples/9. Named Tuples - DocStrings and Default Values - Coding.mp456.82MB

Part 1/9. Modules, Packages and Namespaces/1. Introduction.mp48.12MB

Part 1/9. Modules, Packages and Namespaces/10. What are Packages - Lecture.mp454.63MB

Part 1/9. Modules, Packages and Namespaces/11. What are Packages - Coding.mp440.15MB

Part 1/9. Modules, Packages and Namespaces/12. Why Packages.mp435.66MB

Part 1/9. Modules, Packages and Namespaces/13. Structuring Packages - Part 1.mp458.02MB

Part 1/9. Modules, Packages and Namespaces/14. Structuring Packages - Part 2.mp460.04MB

Part 1/9. Modules, Packages and Namespaces/15. Namespace Packages.mp428.09MB

Part 1/9. Modules, Packages and Namespaces/16. Importing from Zip Archives.mp45.87MB

Part 1/9. Modules, Packages and Namespaces/2. What is a Module.mp442.19MB

Part 1/9. Modules, Packages and Namespaces/3. How does Python Import Modules.mp478.51MB

Part 1/9. Modules, Packages and Namespaces/4. Imports and importlib.mp458.69MB

Part 1/9. Modules, Packages and Namespaces/5. Import Variants and Misconceptions - Lecture.mp451.57MB

Part 1/9. Modules, Packages and Namespaces/6. Import Variants and Misconceptions - Coding.mp457.04MB

Part 1/9. Modules, Packages and Namespaces/7. Reloading Modules.mp426.6MB

Part 1/9. Modules, Packages and Namespaces/8. Using __main__.mp463.53MB

Part 1/9. Modules, Packages and Namespaces/9. Modules Recap.mp434.3MB

Part 2/1. Introduction/1. Course Overview.mp490.32MB

Part 2/1. Introduction/2. Pre-Requisites.mp489.11MB

Part 2/1. Introduction/3. Python Tools Needed.mp445.74MB

Part 2/10. Context Managers/1. Introduction.mp4164.6MB

Part 2/10. Context Managers/10. The contextmanager Decorator - Lecture.mp4197.72MB

Part 2/10. Context Managers/11. The contextmanager Decorator - Coding.mp4128.18MB

Part 2/10. Context Managers/12. Nested Context Managers.mp4193.09MB

Part 2/10. Context Managers/2. Context Managers - Lecture.mp4465.73MB

Part 2/10. Context Managers/3. Context Managers - Coding.mp4184.28MB

Part 2/10. Context Managers/4. Caveat when used with Lazy Iterators.mp418.13MB

Part 2/10. Context Managers/5. Not just a Context Manager.mp438.7MB

Part 2/10. Context Managers/6. Additional Uses - Lecture.mp4124.84MB

Part 2/10. Context Managers/7. Additional Uses - Coding.mp4180.56MB

Part 2/10. Context Managers/8. Generators and Context Managers - Lecture.mp4219.88MB

Part 2/10. Context Managers/9. Generators and Context Managers - Coding.mp460.67MB

Part 2/11. Project 5/1. Project - Description.mp4147.34MB

Part 2/11. Project 5/2. Project Solution Goal 1.mp4104.64MB

Part 2/11. Project 5/3. Project Solution Goal 2.mp486.65MB

Part 2/12. Generators as Coroutines/1. Introduction.mp4145.4MB

Part 2/12. Generators as Coroutines/10. Sending Exceptions to Generators - Lecture.mp4150.76MB

Part 2/12. Generators as Coroutines/11. Sending Exceptions to Generators - Coding.mp4128.34MB

Part 2/12. Generators as Coroutines/12. Using Decorators to Prime Coroutines - Lecture.mp4108.71MB

Part 2/12. Generators as Coroutines/13. Using Decorators to Prime Coroutines - Coding.mp437.39MB

Part 2/12. Generators as Coroutines/14. Yield From - Two-Way Communications - Lecture.mp4196.44MB

Part 2/12. Generators as Coroutines/15. Yield From - Two-Way Communications - Coding.mp469.6MB

Part 2/12. Generators as Coroutines/16. Yield From - Sending Data - Lecture.mp4112.14MB

Part 2/12. Generators as Coroutines/17. Yield From - Sending Data - Coding.mp4122.62MB

Part 2/12. Generators as Coroutines/18. Yield From - Closing and Return - Lecture.mp4120.81MB

Part 2/12. Generators as Coroutines/19. Yield From - Closing and Return - Coding.mp466.8MB

Part 2/12. Generators as Coroutines/2. Coroutines - Lecture.mp4483.26MB

Part 2/12. Generators as Coroutines/20. Yield From - Throwing Exceptions - Lecture.mp452.59MB

Part 2/12. Generators as Coroutines/21. Yield From - Throwing Exceptions - Coding.mp4126.58MB

Part 2/12. Generators as Coroutines/22. Application - Pipelines - Lecture.mp486.71MB

Part 2/12. Generators as Coroutines/23. Application - Pipelines - Pulling Data.mp465.2MB

Part 2/12. Generators as Coroutines/24. Application - Pipelines - Pushing Data.mp434.47MB

Part 2/12. Generators as Coroutines/25. Application - Pipelines - Broadcasting Data.mp4197.51MB

Part 2/12. Generators as Coroutines/3. Coroutines - Coding.mp481.47MB

Part 2/12. Generators as Coroutines/4. Generator States - Lecture.mp461.04MB

Part 2/12. Generators as Coroutines/5. Generator States - Coding.mp425.22MB

Part 2/12. Generators as Coroutines/6. Sending to Generators - Lecture.mp4280.42MB

Part 2/12. Generators as Coroutines/7. Sending to Generators - Coding.mp483.48MB

Part 2/12. Generators as Coroutines/8. Closing Generators - Lecture.mp4160.68MB

Part 2/12. Generators as Coroutines/9. Closing Generators - Coding.mp4170.83MB

Part 2/13. Project 6/1. Project Description.mp415.89MB

Part 2/13. Project 6/2. Project Solution.mp478.4MB

Part 2/2. Sequence Types/1. Introduction.mp428.81MB

Part 2/2. Sequence Types/10. Slicing - Lecture.mp4657.25MB

Part 2/2. Sequence Types/11. Slicing - Coding.mp459.23MB

Part 2/2. Sequence Types/12. Custom Sequences - Part 1 - Lecture.mp4219.3MB

Part 2/2. Sequence Types/13. Custom Sequences - Part 1 - Coding.mp4162.27MB

Part 2/2. Sequence Types/14. In-Place Concatenation and Repetition - Lecture.mp4114.27MB

Part 2/2. Sequence Types/15. In-Place Concatenation and Repetition - Coding.mp434.4MB

Part 2/2. Sequence Types/16. Assignments in Mutable Sequences - Lecture.mp4145.25MB

Part 2/2. Sequence Types/17. Assignments in Mutable Sequences - Coding.mp447.05MB

Part 2/2. Sequence Types/18. Custom Sequences - Part 2 - Lecture.mp4190.39MB

Part 2/2. Sequence Types/19. Custom Sequences - Part 2A - Coding.mp482.9MB

Part 2/2. Sequence Types/2. Sequence Types - Lecture.mp4351.98MB

Part 2/2. Sequence Types/20. Custom Sequences - Part 2B - Coding.mp4188.61MB

Part 2/2. Sequence Types/21. Custom Sequences - Part 2C - Coding.mp4131.67MB

Part 2/2. Sequence Types/22. Sorting Sequences - Lecture.mp4366.73MB

Part 2/2. Sequence Types/23. Sorting Sequences - Coding.mp4134.68MB

Part 2/2. Sequence Types/24. List Comprehensions - Lecture.mp4367.48MB

Part 2/2. Sequence Types/25. List Comprehensions - Coding.mp4224.32MB

Part 2/2. Sequence Types/3. Sequence Types - Coding.mp4114.2MB

Part 2/2. Sequence Types/4. Mutable Sequence Types - Lecture.mp4149.92MB

Part 2/2. Sequence Types/5. Mutable Sequence Types - Coding.mp471.01MB

Part 2/2. Sequence Types/6. Lists vs Tuples.mp4119.71MB

Part 2/2. Sequence Types/7. Index Base and Slice Bounds - Rationale.mp4312.43MB

Part 2/2. Sequence Types/8. Copying Sequences - Lecture.mp4604.96MB

Part 2/2. Sequence Types/9. Copying Sequences - Coding.mp4112.1MB

Part 2/3. Project 1/1. Project Description.mp4138.26MB

Part 2/3. Project 1/2. Project Solution Goal 1.mp4225.22MB

Part 2/3. Project 1/3. Project Solution Goal 2.mp465.23MB

Part 2/4. Iterables and Iterators/1. Introduction.mp454.5MB

Part 2/4. Iterables and Iterators/10. Lazy Iterables - Lecture.mp477.13MB

Part 2/4. Iterables and Iterators/11. Lazy Iterables - Coding.mp466.56MB

Part 2/4. Iterables and Iterators/12. Python's Built-In Iterables and Iterators - Lecture.mp449.48MB

Part 2/4. Iterables and Iterators/13. Python's Built-In Iterables and Iterators - Coding.mp494.89MB

Part 2/4. Iterables and Iterators/14. Sorting Iterables.mp434.03MB

Part 2/4. Iterables and Iterators/15. The iter() Function - Lecture.mp4132.05MB

Part 2/4. Iterables and Iterators/16. The iter() Function - Coding.mp460.95MB

Part 2/4. Iterables and Iterators/17. Iterating Callables - Lecture.mp496.95MB

Part 2/4. Iterables and Iterators/18. Iterating Callables - Coding.mp468MB

Part 2/4. Iterables and Iterators/19. Example 3 - Delegating Iterators.mp433.85MB

Part 2/4. Iterables and Iterators/2. Iterating Collections - Lecture.mp4216.37MB

Part 2/4. Iterables and Iterators/20. Reversed Iteration - Lecture.mp4200.76MB

Part 2/4. Iterables and Iterators/21. Reversed Iteration - Coding.mp4107.32MB

Part 2/4. Iterables and Iterators/22. Caveat Using Iterators as Function Arguments.mp4129.37MB

Part 2/4. Iterables and Iterators/3. Iterating Collections - Coding.mp499.18MB

Part 2/4. Iterables and Iterators/4. Iterators - Lecture.mp4120.59MB

Part 2/4. Iterables and Iterators/5. Iterators - Coding.mp452.76MB

Part 2/4. Iterables and Iterators/6. Iterators and Iterables - Lecture.mp4216.32MB

Part 2/4. Iterables and Iterators/7. Iterators and Iterables - Coding.mp4153.38MB

Part 2/4. Iterables and Iterators/8. Example 1 - Consuming Iterators Manually.mp4215.02MB

Part 2/4. Iterables and Iterators/9. Example 2 - Cyclic Iterators.mp4143.29MB

Part 2/5. Project 2/1. Project Description.mp426.03MB

Part 2/5. Project 2/2. Project Solution Goal 1.mp436.86MB

Part 2/5. Project 2/3. Project Solution Goal 2.mp441.96MB

Part 2/6. Generators/1. Introduction.mp428.1MB

Part 2/6. Generators/10. Yield From - Lecture.mp449.36MB

Part 2/6. Generators/11. Yield From - Coding.mp453.98MB

Part 2/6. Generators/2. Yielding and Generator Functions - Lecture.mp4362.43MB

Part 2/6. Generators/3. Yielding and Generator Functions - Coding.mp479.48MB

Part 2/6. Generators/4. Example - Fibonacci Sequence.mp482.29MB

Part 2/6. Generators/5. Making an Iterable from a Generator - Lecture.mp4143.47MB

Part 2/6. Generators/6. Making an Iterable from a Generator - Coding.mp428.2MB

Part 2/6. Generators/7. Example - Card Deck.mp464.73MB

Part 2/6. Generators/8. Generator Expressions and Performance - Lecture.mp4189.94MB

Part 2/6. Generators/9. Generator Expressions and Performance - Coding.mp4171.66MB

Part 2/7. Project 3/1. Project Description.mp485.92MB

Part 2/7. Project 3/2. Project Solution Goal 1.mp4267.53MB

Part 2/7. Project 3/3. Project Solution Goal 2.mp4108.04MB

Part 2/8. Iteration Tools/1. Introduction.mp483.68MB

Part 2/8. Iteration Tools/10. Chaining and Teeing - Lecture.mp4177.6MB

Part 2/8. Iteration Tools/11. Chaining and Teeing - Coding.mp482.1MB

Part 2/8. Iteration Tools/12. Mapping and Reducing - Lecture.mp4325.76MB

Part 2/8. Iteration Tools/13. Mapping and Reducing - Coding.mp481.96MB

Part 2/8. Iteration Tools/14. Zipping - Lecture.mp466.83MB

Part 2/8. Iteration Tools/15. Zipping - Coding.mp430.18MB

Part 2/8. Iteration Tools/16. Grouping - Lecture.mp4204.47MB

Part 2/8. Iteration Tools/17. Grouping - Coding.mp4143.64MB

Part 2/8. Iteration Tools/18. Combinatorics - Lecture.mp4195.13MB

Part 2/8. Iteration Tools/19. Combinatorics - Coding (Product).mp4101MB

Part 2/8. Iteration Tools/2. Aggregators - Lecture.mp4191.91MB

Part 2/8. Iteration Tools/20. Combinatorics - Coding (Permutation, Combination).mp4120.55MB

Part 2/8. Iteration Tools/3. Aggregators - Coding.mp4113.62MB

Part 2/8. Iteration Tools/4. Slicing - Lecture.mp462.45MB

Part 2/8. Iteration Tools/5. Slicing - Coding.mp460.81MB

Part 2/8. Iteration Tools/6. Selecting and Filtering - Lecture.mp4190.09MB

Part 2/8. Iteration Tools/7. Selecting and Filtering - Coding.mp465.12MB

Part 2/8. Iteration Tools/8. Infinite Iterators - Lecture.mp4112.87MB

Part 2/8. Iteration Tools/9. Infinite Iterators - Coding.mp4103.87MB

Part 2/9. Project 4/1. Project - Description.mp4238.9MB

Part 2/9. Project 4/2. Project Solution Goal 1.mp4305.16MB

Part 2/9. Project 4/3. Project Solution Goal 2.mp4364.44MB

Part 2/9. Project 4/4. Project Solution Goal 3.mp490.24MB

Part 2/9. Project 4/5. Project Solution Goal 4.mp4453.57MB

Part 3/1. Introduction/1. Course Overview.mp4167.06MB

Part 3/1. Introduction/2. Prerequisites.mp498.73MB

Part 3/10. Coding Exercises/1. Exercises10.mp443.35MB

Part 3/10. Coding Exercises/2. Solution 1.mp432.37MB

Part 3/10. Coding Exercises/3. Solution 2.mp421.41MB

Part 3/10. Coding Exercises/4. Solution 3.mp4107.88MB

Part 3/2. Associative Arrays - Theory!/1. Introduction.mp446.69MB

Part 3/2. Associative Arrays - Theory!/2. Associative Arrays.mp4108.35MB

Part 3/2. Associative Arrays - Theory!/3. Hash Maps.mp4462.17MB

Part 3/2. Associative Arrays - Theory!/4. Python Dictionaries.mp4182.82MB

Part 3/2. Associative Arrays - Theory!/5. Python's hash() Function.mp4154.33MB

Part 3/3. Dictionaries/1. Introduction3.mp416.51MB

Part 3/3. Dictionaries/10. Custom Classes and Hashing - Lecture.mp4389.3MB

Part 3/3. Dictionaries/11. Custom Classes and Hashing - Coding.mp4157.13MB

Part 3/3. Dictionaries/2. Creating Dictionaries - Lecture.mp4253.92MB

Part 3/3. Dictionaries/3. Creating Dictionaries - Coding.mp485.32MB

Part 3/3. Dictionaries/4. Common Operations - Lecture.mp4159.01MB

Part 3/3. Dictionaries/5. Common Operations - Coding.mp4131.18MB

Part 3/3. Dictionaries/6. Dictionary Views - Lecture.mp4205.75MB

Part 3/3. Dictionaries/7. Dictionary Views - Coding.mp4125.85MB

Part 3/3. Dictionaries/8. Updating, Merging, and Copying - Lecture.mp4234.56MB

Part 3/3. Dictionaries/9. Updating, Merging, and Copying - Coding.mp4153.97MB

Part 3/4. Coding Exercises/1. Exercises4.mp457.09MB

Part 3/4. Coding Exercises/2. Solution 1.mp421.21MB

Part 3/4. Coding Exercises/3. Solution 2.mp47MB

Part 3/4. Coding Exercises/4. Solution 3.mp433.4MB

Part 3/4. Coding Exercises/5. Solution 4.mp427.31MB

Part 3/5. Sets/1. Introduction5.mp425.8MB

Part 3/5. Sets/10. Update Operations - Lecture.mp4116.35MB

Part 3/5. Sets/11. Update Operations - Coding.mp486.42MB

Part 3/5. Sets/12. Copying Sets - Lecture.mp423.26MB

Part 3/5. Sets/13. Copying Sets - Coding.mp434.23MB

Part 3/5. Sets/14. Frozen Sets - Lecture.mp4131.23MB

Part 3/5. Sets/15. Frozen Sets - Coding.mp4105.06MB

Part 3/5. Sets/16. Dictionary Views - Lecture.mp4180.13MB

Part 3/5. Sets/17. Dictionary Views - Coding.mp4114.03MB

Part 3/5. Sets/2. Basic Set Theory.mp4238.53MB

Part 3/5. Sets/3. Python Sets.mp4170.11MB

Part 3/5. Sets/4. Creating Sets - Lecture.mp469.41MB

Part 3/5. Sets/5. Creating Sets - Coding.mp457.6MB

Part 3/5. Sets/6. Common Operations - Lecture.mp461.3MB

Part 3/5. Sets/7. Common Operations - Coding.mp463.58MB

Part 3/5. Sets/8. Set Operations - Lecture.mp4151.41MB

Part 3/5. Sets/9. Set Operations - Coding.mp478.2MB

Part 3/6. Project 1/1. Project 1 - Goals.mp440.51MB

Part 3/6. Project 1/2. Project 1 - Solution.mp4284.28MB

Part 3/7. Serialization and Deserialization/1. Introduction.mp485.15MB

Part 3/7. Serialization and Deserialization/10. Custom JSON Decoding - Lecture.mp4315.21MB

Part 3/7. Serialization and Deserialization/11. Custom JSON Decoding - Coding.mp4268.59MB

Part 3/7. Serialization and Deserialization/12. Using JSONDecoder - Lecture.mp428.71MB

Part 3/7. Serialization and Deserialization/13. Using JSONDecoder - Coding.mp4215.8MB

Part 3/7. Serialization and Deserialization/14. JSON Schema.mp4118.46MB

Part 3/7. Serialization and Deserialization/15. Marshmallow.mp4189.55MB

Part 3/7. Serialization and Deserialization/16. PyYaml.mp4113.67MB

Part 3/7. Serialization and Deserialization/17. Serpy.mp443.67MB

Part 3/7. Serialization and Deserialization/2. Pickling - Lecture.mp4113.61MB

Part 3/7. Serialization and Deserialization/3. Pickling - Coding.mp4135.74MB

Part 3/7. Serialization and Deserialization/4. JSON Serialization - Lecture.mp4139.74MB

Part 3/7. Serialization and Deserialization/5. JSON Serialization - Coding.mp4120MB

Part 3/7. Serialization and Deserialization/6. Custom JSON Encoding - Lecture.mp447.89MB

Part 3/7. Serialization and Deserialization/7. Custom JSON Encoding - Coding.mp4221.62MB

Part 3/7. Serialization and Deserialization/8. Using JSONEncoder - Lecture.mp4221.12MB

Part 3/7. Serialization and Deserialization/9. Using JSONEncoder - Coding.mp4187.33MB

Part 3/8. Coding Exercises/1. Exercises.mp429.43MB

Part 3/8. Coding Exercises/2. Solution 1.mp488.84MB

Part 3/8. Coding Exercises/3. Solution 2.mp4121.41MB

Part 3/8. Coding Exercises/4. Solution 3.mp4123.76MB

Part 3/9. Specialized Dictionaries/1. Introduction.mp438.81MB

Part 3/9. Specialized Dictionaries/10. ChainMap - Coding.mp492.73MB

Part 3/9. Specialized Dictionaries/11. UserDict - Lecture.mp4106.05MB

Part 3/9. Specialized Dictionaries/12. UserDict - Coding.mp4140.9MB

Part 3/9. Specialized Dictionaries/2. DefaultDict - Lecture.mp4123.98MB

Part 3/9. Specialized Dictionaries/3. DefaultDict - Coding.mp4149.83MB

Part 3/9. Specialized Dictionaries/4. OrderedDict - Lecture.mp469.29MB

Part 3/9. Specialized Dictionaries/5. OrderedDict - Coding.mp4113.81MB

Part 3/9. Specialized Dictionaries/6. OrderedDict and Python 3.6 Dicts.mp4121.91MB

Part 3/9. Specialized Dictionaries/7. Counter - Lecture.mp495.62MB

Part 3/9. Specialized Dictionaries/8. Counter - Coding.mp4201MB

Part 3/9. Specialized Dictionaries/9. ChainMap - Lecture.mp4211.32MB