1. Introduction/1. Course Overview.mp4
47.54MB
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1. Introduction/1.1 Section 1 - Intro.pdf.pdf
783.56KB
1. Introduction/2. Pre-Requisites.html
1.57KB
1. Introduction/3. Code Projects and Notebooks.html
460B
10. Extras/08 - Random Samples.ipynb
10.51KB
10. Extras/1. Introduction.mp4
18.07MB
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10. Extras/10. Random Samples.mp4
10.16MB
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10. Extras/11. Timing code using timeit.mp4
25.54MB
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10. Extras/12. Don't Use args and kwargs Names Blindly.mp4
13.87MB
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10. Extras/13. Command Line Arguments.mp4
95.34MB
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10. Extras/14. Sentinel Values for Parameter Defaults.mp4
56.39MB
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10. Extras/15. Simulating a simple switch in Python.mp4
98.14MB
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10. Extras/2. Additional Resources.mp4
49.06MB
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10. Extras/2.1 Additional Resources.pdf.pdf
1.04MB
10. Extras/3. Python 3.6 Highlights.mp4
12.82MB
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10. Extras/4. Python 3.6 - Dictionary Ordering.mp4
26.59MB
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10. Extras/5. Python 3.6 - Preserved Order of kwargs and Named Tuple Application.mp4
8.22MB
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10. Extras/6. Python 3.6 - Underscores in Numeric Literals.mp4
4.95MB
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10. Extras/7. Python 3.6 - f-Strings.mp4
12.51MB
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10. Extras/8. Random Seeds.mp4
26.52MB
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10. Extras/9. Random Choices.mp4
51.9MB
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10. Extras/Don't Use args and kwargs Names Blindly.ipynb
5.92KB
10. Extras/Python 3.6 - Dictionary Ordering.ipynb
12.39KB
10. Extras/Python 3.6 - Preserved Order of kwargs - Named Tuple Application.ipynb
3.2KB
10. Extras/Python 3.6 - Underscores and Numeric Literals.ipynb
3.64KB
10. Extras/Python 3.6 - f-Strings.ipynb
6.05KB
10. Extras/Python 3.6 Highlights.ipynb
7.48KB
10. Extras/Random Choices.ipynb
18.38KB
10. Extras/Random Seeds.ipynb
14.67KB
10. Extras/Sentinel Values for Parameter Defaults.ipynb
8.8KB
10. Extras/Simulating a simple Switch in Python.ipynb
10.22KB
10. Extras/Timing code using timeit.ipynb
34.71KB
10. Extras/argparse/example1.py
887B
10. Extras/argparse/example10.py
1.07KB
10. Extras/argparse/example2.py
366B
10. Extras/argparse/example3.py
267B
10. Extras/argparse/example4.py
764B
10. Extras/argparse/example5.py
1.26KB
10. Extras/argparse/example6.py
1.22KB
10. Extras/argparse/example7.py
1.03KB
10. Extras/argparse/example8.py
1.25KB
10. Extras/argparse/example9.py
1.64KB
2. A Quick Refresher - Basics Review/1. Introduction.mp4
8.77MB
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2. A Quick Refresher - Basics Review/1.1 Quick Refresher Introduction.pdf.pdf
260.66KB
2. A Quick Refresher - Basics Review/10. Classes.mp4
82.41MB
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2. A Quick Refresher - Basics Review/4. Variable Names.mp4
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2. A Quick Refresher - Basics Review/Classes.ipynb
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2. A Quick Refresher - Basics Review/Conditionals.ipynb
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3. Variables and Memory/11. Everything is an Object.mp4
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3. Variables and Memory/12. Python Optimizations Interning.mp4
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3. Variables and Memory/13. Python Optimizations String Interning.mp4
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3. Variables and Memory/14. Python Optimizations Peephole.mp4
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3. Variables and Memory/2. Variables are Memory References.mp4
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3. Variables and Memory/4. Garbage Collection.mp4
104.56MB
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311.11KB
3. Variables and Memory/4.2 04 - Garbage Collection.pdf.pdf
311.11KB
3. Variables and Memory/5. Dynamic vs Static Typing.mp4
25.37MB
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348.21KB
3. Variables and Memory/5.2 05 - Dynamic vs Static Typing.pdf.pdf
348.21KB
3. Variables and Memory/6. Variable Re-Assignment.mp4
20.6MB
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3. Variables and Memory/7. Object Mutability.mp4
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3. Variables and Memory/8. Function Arguments and Mutability.mp4
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3. Variables and Memory/9. Shared References and Mutability.mp4
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3. Variables and Memory/Notebook (Dynamic vs Static Typing).ipynb
2.88KB
3. Variables and Memory/Notebook (Everything is an Object).ipynb
16.87KB
3. Variables and Memory/Notebook (Function Arguments and Mutability).ipynb
5.94KB
3. Variables and Memory/Notebook (Garbage Collection).ipynb
7.67KB
3. Variables and Memory/Notebook (Object Mutability).ipynb
6.54KB
3. Variables and Memory/Notebook (Python Optimizations - Interning).ipynb
4.54KB
3. Variables and Memory/Notebook (Python Optimizations - Peephole).ipynb
7.79KB
3. Variables and Memory/Notebook (Python Optimizations - String Interning).ipynb
8.44KB
3. Variables and Memory/Notebook (Reference Counting).ipynb
4.18KB
3. Variables and Memory/Notebook (Shared References and Mutability).ipynb
6.93KB
3. Variables and Memory/Notebook (Variable Equality).ipynb
9.26KB
3. Variables and Memory/Notebook (Variable Re-Assignment).ipynb
2.59KB
3. Variables and Memory/Notebook (Variables are Memory References).ipynb
2.46KB
4. Numeric Types/1. Introduction.mp4
14.81MB
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4. Numeric Types/10. Floats Equality Testing - Lecture.mp4
92.94MB
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415.86KB
4. Numeric Types/11. Floats Equality Testing - Coding.mp4
237.88MB
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4. Numeric Types/12. Floats Coercing to Integers - Lecture.mp4
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4. Numeric Types/13. Floats Coercing to Integers - Coding.mp4
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4. Numeric Types/14. Floats Rounding - Lecture.mp4
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4. Numeric Types/15. Floats Rounding - Coding.mp4
50.67MB
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4. Numeric Types/16. Decimals - Lecture.mp4
87.56MB
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319.08KB
4. Numeric Types/17. Decimals - Coding.mp4
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4. Numeric Types/19. Decimals Constructors and Contexts - Coding.mp4
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4. Numeric Types/2. Integers Data Types.mp4
83.42MB
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4. Numeric Types/26. Booleans Truth Values - Lecture.mp4
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4. Numeric Types/27. Booleans Truth Values - Coding.mp4
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4. Numeric Types/7. Rationals Numbers - Coding.mp4
41.48MB
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4. Numeric Types/8. Floats Internal Representations - Lecture.mp4
96.46MB
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4. Numeric Types/8.1 08 - Floats - Internal Representation.pdf.pdf
345.28KB
4. Numeric Types/9. Floats Internal Representations - Coding.mp4
16.4MB
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4. Numeric Types/Booleans - Boolean Operators.ipynb
8.03KB
4. Numeric Types/Booleans - Precedence and Short-Circuiting.ipynb
13.1KB
4. Numeric Types/Booleans - Truth Values.ipynb
23.08KB
4. Numeric Types/Booleans.ipynb
11.71KB
4. Numeric Types/Comparison Operators.ipynb
9.68KB
4. Numeric Types/Complex Numbers.ipynb
13.28KB
4. Numeric Types/Decimals - Constructors and Contexts.ipynb
8.42KB
4. Numeric Types/Decimals - Math Operations.ipynb
7.35KB
4. Numeric Types/Decimals - Performance.ipynb
5.8KB
4. Numeric Types/Decimals.ipynb
8.08KB
4. Numeric Types/Floats - Coercing to Integers.ipynb
4.23KB
4. Numeric Types/Floats - Equality Testing.ipynb
8.96KB
4. Numeric Types/Floats - Internal Representation.ipynb
11.65KB
4. Numeric Types/Floats - Rounding.ipynb
5.72KB
4. Numeric Types/Integers - Bases and Constructors.ipynb
21.52KB
4. Numeric Types/Integers - Data Type.ipynb
4.62KB
4. Numeric Types/Integers - Operations.ipynb
8.98KB
4. Numeric Types/Rational Numbers.ipynb
22.93KB
5. Function Parameters/1. Introduction.mp4
3.54MB
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5. Function Parameters/10. args - Coding.mp4
37.07MB
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5. Function Parameters/11. Keyword Arguments - Lecture.mp4
44.96MB
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5. Function Parameters/11.1 11 - Keyword Arguments.pdf.pdf
367.89KB
5. Function Parameters/12. Keyword Arguments - Coding.mp4
45.21MB
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5. Function Parameters/13. kwargs.mp4
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5. Function Parameters/13.1 13 - kwargs.pdf.pdf
291.72KB
5. Function Parameters/13.2 13 - kwargs.pdf.pdf
291.72KB
5. Function Parameters/14. Putting it all Together - Lecture.mp4
63.08MB
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5. Function Parameters/14.1 14 - Putting it all together.pdf.pdf
456.45KB
5. Function Parameters/15. Putting it all Together - Coding.mp4
60MB
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5. Function Parameters/16. Application A Simple Function Timer.mp4
64.71MB
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5. Function Parameters/17. Parameter Defaults - Beware!!.mp4
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5. Function Parameters/17.2 17 - Default Values.pdf.pdf
370.03KB
5. Function Parameters/18. Parameter Defaults - Beware Again!!.mp4
65.21MB
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5. Function Parameters/2. Argument vs Parameter.mp4
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310.76KB
5. Function Parameters/3. Positional and Keyword Arguments - Lecture.mp4
63.17MB
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5. Function Parameters/4. Positional and Keyword Arguments - Coding.mp4
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5. Function Parameters/5. Unpacking Iterables - Lecture.mp4
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5. Function Parameters/5.1 05 - Unpacking Iterables.pdf.pdf
440.51KB
5. Function Parameters/6. Unpacking Iterables - Coding.mp4
64.57MB
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5. Function Parameters/7. Extended Unpacking - Lecture.mp4
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5. Function Parameters/7.1 07 - Extended Unpacking.pdf.pdf
552.57KB
5. Function Parameters/8. Extended Unpacking - Coding.mp4
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5. Function Parameters/9. args - Lecture.mp4
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5. Function Parameters/9.1 09 - star-args.pdf.pdf
317.43KB
5. Function Parameters/Default Values - Beware.ipynb
4.41KB
5. Function Parameters/Extended Unpacking.ipynb
25.94KB
5. Function Parameters/Keyword Arguments.ipynb
9.64KB
5. Function Parameters/Parameter Defaults - Beware 2.ipynb
12.22KB
5. Function Parameters/Positional Arguments.ipynb
7.16KB
5. Function Parameters/Putting it all Together.ipynb
14.02KB
5. Function Parameters/Unpacking Iterables.ipynb
11.2KB
5. Function Parameters/kwargs.ipynb
4.65KB
5. Function Parameters/star-args.ipynb
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6. First-Class Functions/1. Introduction.mp4
20.37MB
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6. First-Class Functions/10. Callables.mp4
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6. First-Class Functions/11. Map, Filter, Zip and List Comprehensions - Lecture.mp4
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6. First-Class Functions/12. Map, Filter, Zip and List Comprehensions - Coding.mp4
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6. First-Class Functions/13. Reducing Functions - Lecture.mp4
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6. First-Class Functions/13.1 13 - Reducing Functions.pdf.pdf
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6. First-Class Functions/14. Reducing Functions - Coding.mp4
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6. First-Class Functions/15. Partial Functions - Lecture.mp4
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6. First-Class Functions/16. Partial Functions - Coding.mp4
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6. First-Class Functions/17. The operator Module - Lecture.mp4
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6. First-Class Functions/18. The operator Module - Coding.mp4
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6. First-Class Functions/2. Docstrings and Annotations - Lecture.mp4
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6. First-Class Functions/3. Docstrings and Annotations - Coding.mp4
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6. First-Class Functions/4. Lambda Expressions - Lecture.mp4
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6. First-Class Functions/5. Lambda Expressions - Coding.mp4
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6. First-Class Functions/6. Lambdas and Sorting.mp4
52.2MB
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6. First-Class Functions/7. Challenge - Randomize an Iterable using Sorted!!.mp4
8.34MB
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6. First-Class Functions/8. Function Introspection - Lecture.mp4
96.43MB
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6. First-Class Functions/8.1 08 - Function Introspection.pdf.pdf
462.8KB
6. First-Class Functions/9. Function Introspection - Coding.mp4
98.52MB
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6. First-Class Functions/Callables.ipynb
6.08KB
6. First-Class Functions/Challenge - Randomizing using Sorted.ipynb
2.94KB
6. First-Class Functions/Docstrings and Annotations.ipynb
11.13KB
6. First-Class Functions/Function Introspection.ipynb
30.84KB
6. First-Class Functions/Lambda Expressions.ipynb
7.43KB
6. First-Class Functions/Lambdas and Sorting.ipynb
7.95KB
6. First-Class Functions/Map, Filter and Zip.ipynb
13.44KB
6. First-Class Functions/Partial Functions.ipynb
18.87KB
6. First-Class Functions/operator module.ipynb
26.68KB
7. Scopes, Closures and Decorators/1. Introduction.mp4
7.69MB
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7. Scopes, Closures and Decorators/10. Decorators (Part 1) - Lecture.mp4
105.48MB
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7. Scopes, Closures and Decorators/10.1 10 - Decorators 1.pdf.pdf
428.46KB
7. Scopes, Closures and Decorators/11. Decorators (Part 1) - Coding.mp4
73.33MB
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7. Scopes, Closures and Decorators/12. Decorator Application (Timer).mp4
125.55MB
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7. Scopes, Closures and Decorators/13. Decorator Application (Logger, Stacked Decorators).mp4
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7. Scopes, Closures and Decorators/14. Decorator Application (Memoization).mp4
99.03MB
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7. Scopes, Closures and Decorators/15. Decorators (Part 2) - Lecture.mp4
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7. Scopes, Closures and Decorators/15.1 15 - Decorators 2.pdf.pdf
441.79KB
7. Scopes, Closures and Decorators/16. Decorators (Part 2) - Coding.mp4
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7. Scopes, Closures and Decorators/17. Decorator Application (Decorator Class).mp4
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7. Scopes, Closures and Decorators/18. Decorator Application (Decorating Classes).mp4
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7. Scopes, Closures and Decorators/19. Decorator Application (Dispatching) - Part 1.mp4
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7. Scopes, Closures and Decorators/2. Global and Local Scopes - Lecture.mp4
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7. Scopes, Closures and Decorators/2.1 02 - Global and Local Scopes.pdf.pdf
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7. Scopes, Closures and Decorators/20. Decorator Application (Dispatching) - Part 2.mp4
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7. Scopes, Closures and Decorators/21. Decorator Application (Dispatching) - Part 3.mp4
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7. Scopes, Closures and Decorators/3. Global and Local Scopes - Coding.mp4
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7. Scopes, Closures and Decorators/4. Nonlocal Scopes - Lecture.mp4
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7. Scopes, Closures and Decorators/4.1 04 - NonLocal Sopes.pdf.pdf
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7. Scopes, Closures and Decorators/5. Nonlocal Scopes - Coding.mp4
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7. Scopes, Closures and Decorators/6. Closures - Lecture.mp4
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7. Scopes, Closures and Decorators/7. Closures - Coding.mp4
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7. Scopes, Closures and Decorators/8. Closure Applications - Part 1.mp4
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7. Scopes, Closures and Decorators/9. Closure Applications - Part 2.mp4
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7. Scopes, Closures and Decorators/Closure Applications 1.ipynb
11.92KB
7. Scopes, Closures and Decorators/Closure Applications 2.ipynb
15.96KB
7. Scopes, Closures and Decorators/Closures.ipynb
27.68KB
7. Scopes, Closures and Decorators/Decorator Application (Decorating Classes).ipynb
32.79KB
7. Scopes, Closures and Decorators/Decorator Application (Decorator Class).ipynb
5.17KB
7. Scopes, Closures and Decorators/Decorator Application (Logger, Stacked).ipynb
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7. Scopes, Closures and Decorators/Decorator Application (Single Dispatch Generic Functions).ipynb
54.36KB
7. Scopes, Closures and Decorators/Decorator Application (Timer).ipynb
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7. Scopes, Closures and Decorators/Decorators 1.ipynb
14.88KB
7. Scopes, Closures and Decorators/Decorators 2.ipynb
21.07KB
7. Scopes, Closures and Decorators/Global and Local Scopes.ipynb
12.62KB
7. Scopes, Closures and Decorators/Nonlocal Scopes.ipynb
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8. Tuples as Data Structures and Named Tuples/1. Introduction.mp4
16.57MB
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8. Tuples as Data Structures and Named Tuples/10. Named Tuples - Application - Returning Multiple Values.mp4
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8. Tuples as Data Structures and Named Tuples/11. Named Tuples - Application - Alternative to Dictionaries.mp4
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8. Tuples as Data Structures and Named Tuples/2. Tuples as Data Structures - Lecture.mp4
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8. Tuples as Data Structures and Named Tuples/2.1 02 - Tuples.pdf.pdf
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8. Tuples as Data Structures and Named Tuples/3. Tuples as Data Structures - Coding.mp4
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8. Tuples as Data Structures and Named Tuples/4. Named Tuples - Lecture.mp4
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8. Tuples as Data Structures and Named Tuples/5. Named Tuples - Coding.mp4
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8. Tuples as Data Structures and Named Tuples/6. Named Tuples - Modifying and Extending - Lecture.mp4
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8. Tuples as Data Structures and Named Tuples/7. Named Tuples - Modifying and Extending - Coding.mp4
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8. Tuples as Data Structures and Named Tuples/8. Named Tuples - DocStrings and Default Values - Lecture.mp4
66.15MB
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8. Tuples as Data Structures and Named Tuples/8.1 08 - Named Tuples - DocStrings and Default Values.pdf.pdf
426.2KB
8. Tuples as Data Structures and Named Tuples/9. Named Tuples - DocStrings and Default Values - Coding.mp4
56.82MB
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8. Tuples as Data Structures and Named Tuples/Named Tuples - Application - Alternative to Dictionaries.ipynb
19.09KB
8. Tuples as Data Structures and Named Tuples/Named Tuples - Application - Returning Multiple Values.ipynb
3.66KB
8. Tuples as Data Structures and Named Tuples/Named Tuples - Docstrings, DefaultValues.ipynb
13.53KB
8. Tuples as Data Structures and Named Tuples/Named Tuples - Modifying, Extending.ipynb
20.91KB
8. Tuples as Data Structures and Named Tuples/Named Tuples.ipynb
41.12KB
8. Tuples as Data Structures and Named Tuples/Tuples as Data Structures.ipynb
26.72KB
9. Modules, Packages and Namespaces/08 - package_imports/common/__init__.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/helpers/__init__.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/helpers/calculator.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/models/__init__.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/models/posts/__init__.py
112B
9. Modules, Packages and Namespaces/08 - package_imports/common/models/posts/post.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/models/posts/posts.py
100B
9. Modules, Packages and Namespaces/08 - package_imports/common/models/users/__init__.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/models/users/user.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/validators/__init__.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/validators/boolean.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/validators/date.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/validators/json.py
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9. Modules, Packages and Namespaces/08 - package_imports/common/validators/numeric.py
206B
9. Modules, Packages and Namespaces/08 - package_imports/main.py
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9. Modules, Packages and Namespaces/1. Introduction.mp4
8.12MB
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9. Modules, Packages and Namespaces/10. What are Packages - Lecture.mp4
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9. Modules, Packages and Namespaces/10.1 09 - What are Packages.pdf.pdf
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9. Modules, Packages and Namespaces/11. What are Packages - Coding.mp4
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9. Modules, Packages and Namespaces/12. Why Packages.mp4
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9. Modules, Packages and Namespaces/12.1 11 - Why Packages.pdf.pdf
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9. Modules, Packages and Namespaces/13. Structuring Packages - Part 1.mp4
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9. Modules, Packages and Namespaces/14. Structuring Packages - Part 2.mp4
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9. Modules, Packages and Namespaces/15. Namespace Packages.mp4
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9. Modules, Packages and Namespaces/16. Importing from Zip Archives.mp4
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9. Modules, Packages and Namespaces/2. What is a Module.mp4
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9. Modules, Packages and Namespaces/4. Imports and importlib.mp4
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9. Modules, Packages and Namespaces/5. Import Variants and Misconceptions - Lecture.mp4
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9. Modules, Packages and Namespaces/6. Import Variants and Misconceptions - Coding.mp4
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9. Modules, Packages and Namespaces/7. Reloading Modules.mp4
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9. Modules, Packages and Namespaces/8. Using __main__.mp4
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9. Modules, Packages and Namespaces/9. Modules Recap.mp4
34.29MB
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9. Modules, Packages and Namespaces/9.1 08 - Modules Recap.pdf.pdf
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9. Modules, Packages and Namespaces/How Python Imports Modules/How does Python import Modules.ipynb
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9. Modules, Packages and Namespaces/How Python Imports Modules/example1/main.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example1/module1.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example2/main.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example2/module1.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example3a/main.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example3a/module1_source.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example3b/importer.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example3b/main.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example3b/module1_source.py
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9. Modules, Packages and Namespaces/How Python Imports Modules/example3b/module2.py
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9. Modules, Packages and Namespaces/Import Variants and Misconceptions.ipynb
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9. Modules, Packages and Namespaces/Imports and importlib.ipynb
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9. Modules, Packages and Namespaces/Reloading Modules.ipynb
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9. Modules, Packages and Namespaces/Using __main__/__main__.py
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9. Modules, Packages and Namespaces/Using __main__/module1.py
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9. Modules, Packages and Namespaces/Using __main__/run.py
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9. Modules, Packages and Namespaces/Using __main__/timing.py
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9. Modules, Packages and Namespaces/What is a Module.ipynb
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9. Modules, Packages and Namespaces/packages/module1.py
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9. Modules, Packages and Namespaces/packages/pack1/__init__.py
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