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The Complete Python Course 2024
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[TutsNode.org] - The Complete Python Course 2024 (Size: 16.06 GB) (Files: 603)
[TutsNode.org] - The Complete Python Course 2024
10. [IGA] Level 10 Mastering NumPy (Numerical Python)
2. [IGA] Libraries Explained and Installing NumPy.mp4
17. [IGA] Quiz for Level 10.html
5.1 Colab Resource Broadcasting NumPy.html
6.1 Colab Resource Slicing Arrays.html
7.1 Colab Resource Slicing and Indexing with NumPy.html
9.1 Colab Resource Loops vs Vectorization.html
10.1 Colab Resource Vectorize a Given Python Loop.html
12.1 Colab Resource Universal Functions.html
13.1 Colab Resource Conditional Selection.html
14.1 Colab Resource Reshaping Arrays.html
15.1 Colab Resource Handling Missing Values Using NumPy.html
16.1 Colab Resource File Handling.html
2.2 Mac NumPy Installation.html
2.1 Linux NumPy Installation.html
2.3 Windows NumPy Installation.html
5. [IGA] Operations with Arrays.mp4
6. [IGA] Slicing NumPy Arrays.mp4
14. [IGA] Reshaping Arrays.mp4
15. [IGA] Handling Missing Values Using NumPy.mp4
12. [IGA] Universal Functions.mp4
9. [IGA] Loops Versus Vectorization.mp4
4. [IGA] NumPy Array Creation Methods.mp4
13. [IGA] Conditional Filtering.mp4
8. [IGA] Answer 10.1 Slicing and Indexing with NumPy.mp4
3. [IGA] Arrays Data Type.mp4
16. [IGA] File Handling.mp4
11. [IGA] Answer 10.2 Vectorization.mp4
7. [IGA] ExerciseProject 10.1 Slicing and Indexing with NumPy.mp4
1. [IGA] Intro to NumPy (What, Why and How of Level 10).mp4
10. [IGA] ExerciseProject 10.2 Vectorization.mp4
3. [BIA] Level 3 Python Math (Meaning Operators) and Strings
3.1 Instructions for [BIA] Exercise 3.1- Arithmetic Rules in Python.pdf
10. [BIA] Quiz for Level 3.html
8.1 Level 3 Final Exercise Simple Interest Calculator for a Savings Account.html
6.1 Instructions for [BIA] Exercise 3.2- Stringing Together Variables.pdf
5. [BIA] Stringing Together Variables.mp4
2. [BIA] Arithmetic Rules in Python.mp4
7. [BIA] Answer 3.2 Stringing Together Variables.mp4
1. [BIA] Intro to Python Math (Operators) & Strings (What, Why & How of Level 3).mp4
8. [BIA] Level 3 Final Exercise Simple Interest Calculator for a Savings Account.mp4
9. [BIA] Level 3 Final Exercise Answer.mp4
3. [BIA] Exercise 3.1 Arithmetic Rules in Python.mp4
4. [BIA] Answer 3.1 Arithmetic Rules in Python.mp4
6. [BIA] Exercise 3.2 Stringing Together Variables.mp4
6. [BIGA] Level 6 Logic and Loops
15.1 Instructions for [BIA] Exercise 6.5- Formatting.pdf
18.1 Instructions for [BIA] Exercise 6.6- Slicing.pdf
9.1 Instructions for [BIA] Exercise 6.3- Using ELIF in an IF Statement and the OR & AND Logic.pdf
28. [BIGA] Quiz for Level 6.html
26.1 Level 6 Final Exercise Time Tracker for Tasks.html
12.1 Instructions for [BIGA] Exercise 6.4- Using the MATCH and CASE Logic.pdf
3.1 Instructions for [BIA] Exercise 6.1- The IF, ELSE Statement.pdf
6.1 Instructions for [BIA] Exercise 6.2- Using A Nested IF Statement.pdf
24.1 Instructions for [BIA] Exercise 6.8- While Loop.pdf
21.1 Instructions for [BIA] Exercise 6.7- For Loop.pdf
8. [BIA] Using ELIF in an IF Statement and the OR & AND Logic.mp4
17. [BIA] Slicing.mp4
11. [BIGA] Using the MATCH and CASE Logic.mp4
14. [BIA] Formatting.mp4
2. [BIA] The IF, ELSE Statement.mp4
20. [BIA] For Loop.mp4
5. [BIA] Using A Nested IF Statement.mp4
27. [IGA] Level 6 Final Exercise Answer Time Tracker for Tasks.mp4
10. [BIA] Answer 6.3 Using ELIF in an IF Statement and the OR & AND Logic.mp4
23. [BIA] While Loop.mp4
26. [IGA] Level 6 Final Exercise Time Tracker for Tasks.mp4
13. [BIGA] Answer 6.4 Using the MATCH and CASE Logic.mp4
9. [BIA] Exercise 6.3 Using ELIF in an IF Statement and the OR & AND Logic.mp4
16. [BIA] Answer 6.5 Formatting.mp4
4. [BIA] Answer 6.1 The IF, ELSE Statement.mp4
1. [BIGA] Intro to Logic and Loops (What, Why and How of Level 6).mp4
22. [BIA] Answer 6.7 For Loop.mp4
7. [BIA] Answer 6.2 Using A Nested IF Statement.mp4
3. [BIA] Exercise 6.1 The IF, ELSE Statement.mp4
25. [BIA] Answer 6.8 While Loop.mp4
15. [BIA] Exercise 6.5 Formatting.mp4
19. [BIA] Answer 6.6 Slicing.mp4
24. [BIA] Exercise 6.8 While Loop.mp4
6. [BIA] Exercise 6.2 Using A Nested IF Statement.mp4
12. [BIGA] Exercise 6.4 Using the MATCH and CASE Logic.mp4
18. [BIA] Exercise 6.6 Slicing.mp4
21. [BIA] Exercise 6.7 For Loop.mp4
4. [BIGA] Level 4 Built in Functions & Creating Basic Functions
3.1 Instructions for [BIA] Exercise 4.1- Built in Functions that Use Math.pdf
22. [BIGA] Quiz for Level 4.html
20.1 Level 4 Final Exercise Simple Calculator with Functions.html
12.1 Instructions for [IGA] Exercise 4.4- Creating Basic Custom Functions Part 2.pdf
9.1 Instructions for [BIA] Exercise 4.3- Creating Custom Functions Part 1.pdf
15.1 Instructions for [IGA] Exercise 4.5- Creating Advanced Functions Keyword and Default Values).pdf
18.1 Instructions for [IGA] Exercise 4.6- Returning Values from Custom Functions.pdf
6.1 Instructions for [BIA] Exercise 4.2- Input Built in Python Function.pdf
2. [BIA] Basic Built in Python Functions that Use Math.mp4
11. [IGA] Creating Basic Custom Functions Part 2.mp4
5. [BIA] Input Built in Python Function.mp4
8. [BIA] Creating Basic Custom Functions Part 1.mp4
13. [IGA] Answer 4.4 Creating Basic Custom Functions Part 2.mp4
7. [BIA] Answer 4.2 Input Built in Python Function & Stringing Together Objects.mp4
4. [BIA] Answer 4.1 Built in Functions that Use Math.mp4
14. [IGA] Creating Advanced Functions (Keyword and Default Values).mp4
21. [BIGA] Level 4 Final Exercise Answer Simple Calculator with Functions.mp4
16. [IGA] Answer 4.5 Creating Advanced Functions (Keyword and Default Values).mp4
20. [BIGA] Level 4 Final Exercise Simple Calculator with Functions.mp4
10. [BIA] Answer 4.3 Creating Custom Functions Part 1.mp4
1. [BIGA] Intro to Built-InCreating Functions (What, Why & How of Level 4).mp4
15. [IGA] Exercise 4.5 Creating Advanced Functions Keyword and Default Values).mp4
12. [IGA] Exercise 4.4 Creating Basic Custom Functions Part 2.mp4
3. [BIA] Exercise 4.1 Built in Functions that Use Math.mp4
17. [IGA] Returning Values from Custom Functions.mp4
19. [IGA] Answer 4.6 Returning Values from Custom Functions.mp4
9. [BIA] Exercise 4.3 Creating Custom Functions Part 1.mp4
18. [IGA] Exercise 4.6 Returning Values from Custom Functions.mp4
6. [BIA] Exercise 4.2 Input Built in Python Function.mp4
2. [BIA] Level 2 Data Types and Variables
9.1 Instructions for [BIA] Exercise 2.3- How to Change the Content or Type of a Variable.pdf
13. [BIA] Quiz for Level 2.html
11.1 Level 2 Final Exercise Currency Converter.html
3.1 Instructions for [BIA] Exercise 2.1- Using String and Integer Data Types.pdf
6.1 Instructions for [BIA] Exercise 2.2- Using Floating and Boolean Data Types.pdf
2. [BIA] How to Code Data Types & Variables in Python (String+Integer Variables).mp4
8. [BIA] How to Change the Content or Data Type of a Variable (Casting).mp4
5. [BIA] Floating and Boolean Data Types.mp4
11. [BIA] Level 2 Final Exercise Currency Converter.mp4
9. [BIA] Exercise 2.3 How to Change the Content or Type of a Variable.mp4
7. [BIA] Answer 2.2 Using Floating and Boolean Data Types.mp4
1. [BIA] Intro to Data Types and Variables (What, Why and How of Level 2).mp4
4. [BIA] Answer 2.1 Using String and Integer Data Types.mp4
10. [BIA] Answer 2.3 How to Change the Content or Type of a Variable.mp4
6. [BIA] Exercise 2.2 Using Floating and Boolean Data Types.mp4
12. [BIA] Level 2 Final Exercise Answer Currency Converter.mp4
3. [BIA] Exercise 2.1 Using String and Integer Data Types.mp4
1. Intro, How to Take the Course, Access Free Python Book & Our First Exercise
3.1 Google Colab.html
4.1 Google Colab.html
7. [BIA] Quiz for Level 1.html
4.2 Instructions for [BIA] Exercise 1.1- Our First Python Code- “Hello World”.pdf
1. Welcome, How to Take the Course and How to Download the Free Python Book.mp4
3. [BIA] How to Use Python Online Using Google Colab for Free.mp4
6. [BIA] Optional Lecture Who Uses Python & What are the Pros & Cons of Python.mp4
1.1 Book Called The Complete Python Book.pdf
2. [BIA] Introduction to Python (What, Why and How of Level 1).mp4
5. [BIA] Answer 1.1 Our first Python Code “Hello World”.mp4
4. [BIA] Exercise 1.1 Our First Python Code “Hello World”.mp4
8. [BIGA] Level 8 Methods and Advanced Strings
9.1 Instructions for [IGA] Exercise 8.3- Advanced String Operations.pdf
3.1 Instructions for [BIA] Exercise 8.1- Methods.pdf
15. [BIGA] Quiz for Level 8.html
13.1 Level 8 Final Exercise Customer Support Chat Log Analysis.html
6.1 Instructions for [BIGA] Exercise 8.2- String Methods.pdf
8. [IGA] Advanced String Operations.mp4
12. [GA] Recursion.mp4
11. [GA] Lambda Functions & Map.mp4
5. [BIGA] String Methods.mp4
2. [BIA] What is a Method and How do Get the Methods for An Object.mp4
14. [IGA] Level 8 Final Exercise Answer Customer Support Chat Log Analysis.mp4
10. [IGA] Answer 8.3 Advanced String Operations.mp4
7. [BIGA] Answer 8.2 String Methods.mp4
9. [IGA] Exercise 8.3 Advanced String Operations.mp4
1. [BIGA] Intro to Methods and Advanced Strings (What, Why and How of Level 8).mp4
6. [BIGA] Exercise 8.2 String Methods.mp4
13. [IGA] Level 8 Final Exercise Customer Support Chat Log Analysis.mp4
4. [BIA] Answer 8.1 Methods.mp4
3. [BIA] Exercise 8.1 Methods.mp4
7. [BIGA] Level 7 3 More Data Types Tuple, Dictionary and Set
7.1 Instructions for [IGA] Exercise 7.2- Dictionaries.pdf
14. [BIGA] Quiz for Level 7.html
12.1 Level 7 Final Exercise Restaurant Menu Manager.html
3.1 Instructions for [BIGA] Exercise 7.1- Tuples.pdf
10.1 Instructions for [IGA] Exercise 7.3- Sets.pdf
6. [IGA] Dictionary MethodsFunctionality.mp4
5. [IGA] Introduction to Dictionaries.mp4
2. [BIGA] Tuples Explained How is it Different from a List.mp4
9. [IGA] Introduction to Sets.mp4
13. [IGA] Level 7 Final Exercise Answer Restaurant Menu Manager.mp4
8. [IGA] Answer 7.2 Dictionaries.mp4
4. [BIGA] Answer 7.1 Tuples.mp4
1. [BIGA] Intro to More Data Types (What, Why and How of Level 7).mp4
11. [IGA] Answer 7.3 Sets.mp4
12. [IGA] Level 7 Final Exercise Restaurant Menu Manager.mp4
7. [IGA] Exercise 7.2 Dictionaries.mp4
3. [BIGA] Exercise 7.1 Tuples.mp4
10. [IGA] Exercise 7.3 Sets.mp4
5. [BIGA] Level 5 The List Data Type and the Sum Function
3.1 Instructions for [BIGA] Exercise 5.1- The List Data Type Work (and Using the SUM Function).pdf
7. [BIGA] Quiz for Level 5.html
5.1 Level 5 Final Exercise Grocery Shopping List.html
2. [BIGA] How Does the List Data Type Work (and Using the SUM Function).mp4
5. [BIGA] Level 5 Final Exercise Grocery Shopping List.mp4
6. [BIGA] Level 5 Final Exercise Answer Grocery Shopping List.mp4
4. [BIGA] Answer 5.1 The List Data Type Work (and Using the SUM Function).mp4
1. [BIGA] Intro to List Data Type (What, Why and How of Level 5).mp4
3. [BIGA] Exercise 5.1 The List Data Type Work (and Using the SUM Function).mp4
18. Bonus Materials
1. Bonus Items.html
13. [BIGA] Level 13 Writing Clean and Efficient Code
7. [IGA] Questionnaire on How to Conduct a Code Review.html
8. [BIGA] Quiz for Level 13.html
6.1 Comprehensive Resource for Using GitHub Like a Pro.html
6.2 GitHub_Image.png
2. [BIGA] Clean and Modular Code.mp4
4. [BIGA] Documentation.mp4
5. [BIGA] Testing Your Code.mp4
6. [IGA] Working with Teams on GitHub.mp4
3. [BIGA] Python Naming Conventions.mp4
1. [BIGA] Intro to Writing CleanEfficient Code (What, Why and How of Level 13).mp4
9. [BIGA] Level 9 Object Oriented Programming (OOP) & Classes
18. [IGA] Quiz for Level 9.html
16.1 Level 9 Final Exercise Simple Bank Account Manager.html
12.1 Instructions for [IGA] Exercise 9.3- Implementing Encapsulation.pdf
3.1 Instructions for [BIGA] Exercise 9.1- Creating Your First Class and Instance.pdf
8.1 Instructions for [IGA] Exercise 9.2- Classes, Instances and Attributes.pdf
2. [BIGA] Understanding Classes and Instances.mp4
14. [IGA] Understanding Magic Dunder Methods.mp4
10. [IGA] Inheritance Extending Functionality.mp4
6. [IGA] Understanding Self in Python.mp4
17. [GA] Level 9 Final Exercise Answer Simple Bank Account Manager.mp4
11. [IGA] Encapsulation Hiding Information.mp4
7. [IGA] Class Attributes Versus Instance Attributes.mp4
15. [GA] Understanding Composition and Aggregation.mp4
5. [BIGA] Defining Methods in a Class.mp4
13. [IGA] Answer 9.3 Implementing Encapsulation.mp4
9. [IGA] Answer 9.2 Classes, Instances and Attributes.mp4
4. [BIGA] Answer 9.1 Creating Your First Class and Instance.mp4
16. [GA] Level 9 Final Exercise Simple Bank Account Manager.mp4
1. [BIGA] Intro to OOP (What, Why and How of Level 9).mp4
12. [IGA] Exercise 9.3 Implementing Encapsulation.mp4
3. [BIGA] Exercise 9.1 Creating Your First Class and Instance.mp4
8. [IGA] Exercise 9.2 Classes, Instances and Attributes.mp4
11. [IGA] Level 11 Pandas and Polars
18. [IGA] Quiz for Level 11.html
5.1 Colab Resource First PandasPolars Exercise.html
12.1 Colab Resource Second PandasPolars Exercise.html
16.1 Colab Resource Third PandasPolars Exercise.html
2.1 Linux Installation.html
2.2 Mac Installation.html
14.1 Regular Expressions Cheatsheet.html
2.3 Windows Installation.html
8. [IGA] Dataframe Operations.mp4
4. [IGA] Reading Data in Different Ways.mp4
3. [IGA] Loading Data Using Pandas and Polars.mp4
7. [IGA] Understanding Series.mp4
9. [IGA] Dealing with Missing Data.mp4
11. [IGA] Merging and Joining.mp4
14. [IGA] Strings.mp4
10. [IGA] Map and Transform.mp4
13. [IGA] Answer 11.2 Second PandasPolars Exercise.mp4
6. [IGA] Answer 11.1 First PandasPolars Exercise.mp4
15. [IGA] Sales Data Visualization.mp4
17. [IGA] Answer 11.3 Third PandasPolars Exercise.mp4
2. [IGA] Installing Pandas and Polars.mp4
5. [IGA] Exercise 11.1 First PandasPolars Exercise.mp4
1. [IGA] Intro to Pandas & Polars (What, Why and How of Level 11).mp4
16. [IGA] Exercise 11.3 Third PandasPolars Exercise.mp4
12. [IGA] Exercise 11.2 Second PandasPolars Exercise.mp4
12. [IGA] Level 12 Data Processing and ETL (Extract, Transform and Load)
9. [IGA] Quiz for Level 12.html
7.1 SMOTE Resource.html
4.1 Resource on Regression with Comparisons.html
5.1 Dataset Transformations Resource.html
4. [IGA] Label Encoder and Data Transformation Part 1.mp4
2. [IGA] Data Cleaning Part 1.mp4
3. [IGA] Data Cleaning Part 2.mp4
7. [IGA] Handling Imbalanced Data.mp4
6. [IGA] Label Encoder and Data Transformation Part 3.mp4
8. [IGA] Data Partitioning.mp4
5. [IGA] Label Encoder and Data Transformation Part 2.mp4
1. [IGA] Intro to Data Processing and ETL (What, Why and How of Level 12).mp4
14. [IGA] Level 14 Using Python in Excel
12. [BIGA] Quiz for Level 14.html
7.2 Titanic Passenger Data (Please download the Excel File and not the CSV).html
2.1 How to Run Windows on a Mac.html
4.1 Instructions for [IGA] Exercise 14.1- Using Python in Excel.pdf
10.1 Instructions for [IGA] Exercise 14.3- Using Python and Excel to Create a Regression Analysis.pdf
7.1 Instructions for [IGA] Exercise 14.2- Using Python Dataframes in Excel.pdf
3. [IGA] How to Use Python In Excel.mp4
6. [IGA] Using Dataframes with Python in Excel.mp4
9. [IGA] How to Create a Linear Regression Using Python In Excel.mp4
8. [IGA] Answer 14.2 Using Python Dataframes in Excel.mp4
5. [IGA] Answer 14.1 Using Python in Excel.mp4
2. [IGA] How to Install Python In Excel.mp4
7. [IGA] Exercise 14.2 Using Python Dataframes in Excel.mp4
11. [IGA] Answer 14.3 Using Python and Excel to Create a Regression Analysis.mp4
1. [IGA] Introduction to Using Python in Excel (What, Why and How of Level 14).mp4
4. [IGA] Exercise 14.1 Using Python in Excel.mp4
10. [IGA] Exercise 14.3 Using Python and Excel to Create a Regression Analysis.mp4
15. [GA] Level 15 Mojo
14. [GA] Quiz for Level 15.html
2.2 Modular.html
2.4 Mojo Programming Manual.html
2.1 Matrix Multiplication in Mojo.html
2.3 Modular on GitHub.html
2.5 Mojo Website.html
6. [GA] Data Types in Mojo.mp4
2. [GA] What is Mojo and Why is it a Gamer Changer for Python Developers.mp4
8. [GA] Loops in Mojo.mp4
3. [GA] Complied Versus Interpreted Programming When it Comes to Mojo.mp4
12. [GA] Inout, Borrowed and Owned in Mojo.mp4
10. [GA] Struct Versus Class In Mojo.mp4
11. [GA] Error Handling in Mojo.mp4
13. [GA] Importing NumPy in Mojo.mp4
9. [GA] Functions in Mojo.mp4
5. [GA] Variables in Mojo (Mutability and Immutability).mp4
7. [GA] Else If in Mojo.mp4
4. [GA] Coding with Mojo.mp4
1. [GA] Intro to Mojo (What, Why and How of Level 15).mp4
17. [BIGA] Level 17 Conclusion, Next Steps and Additional Python Topics
1.1 1 Question Survey on What Topic(s) We Should Add to this Course.html
1. [BIGA] CONGRATULATIONS & Next Steps!.mp4
16. [BIGA] Level 16 All Built-In Python Functions
5. [GA] ASCII Built-In Function ascii ( ).mp4
14. [GA] Compile Built-In Function compile( ).mp4
1. [BIGA] Intro to All Built-In Python Functions (What, Why and How of Level 16).mp4
46. [BIGA] Range Built-In Function range( ).mp4
22. [BIGA] Filter Built-In Function filter( ).mp4
24. [BIGA] Format Built-In Function format( ).mp4
40. [IGA] Next Built-In Function next( ).mp4
8. [IGA] Breakpoint Built-In Function breakpoint( ).mp4
13. [IGA] Classmethod Built-In Function classmethod( ).mp4
17. [IGA] Dir Built-In Function dir( ).mp4
32. [GA] Isinstance Built-In Function isinstance( ).mp4
21. [IGA] Exec Built-In Function exec( ).mp4
7. [BIGA] Bool Built-In Function bool( ).mp4
42. [IGA] Open Built-In Function open( ).mp4
37. [GA] Map Built-In Function map( ).mp4
26. [IGA] Hash Built-In Function hash( ).mp4
19. [GA] Enumerate Built-In Function enumerate( ).mp4
6. [GA] Bin Built-In Function bin( ).mp4
57. [IGA] Zip Built-In Function zip( ).mp4
4. [BIA] Any Built-In Function any( ).mp4
16. [IGA] Dict Built-In Function dict( ).mp4
55. [BIGA] Tuple Built-In Function tuple( ).mp4
56. [BIGA] Type Built-In Function type( ).mp4
51. [IGA] Slice Built-In Function slice( ).mp4
20. [IGA] Eval Built-In Function eval( ).mp4
18. [BIGA] Divmod Built-In Function divmod( ).mp4
3. [BIA] All Built-In Function all( ).mp4
29. [IGA] ID Built-In Function id( ).mp4
15. [GA] Complex Built-In Function complex( ).mp4
50. [IGA] Set Built-In Function set( ).mp4
35. [BIGA] Len Built-In Function len( ).mp4
33. [IGA] Issubclass Built-In Function issubclass( ).mp4
25. [IGA] Frozenset Built-In Function frozenset( ).mp4
47. [IGA] Repr Built-In Function repr( ).mp4
9. [GA] Bytearray Built-In Function bytearray( ).mp4
11. [IGA] Callable Built-In Function callable( ).mp4
49. [BIGA] Round Built-In Function round( ).mp4
36. [BIGA] List Built-In Function list( ).mp4
30. [BIGA] Input Built-In Function input( ).mp4
2. [BA] Absolute Value Built-In Function abs( ).mp4
54. [BIGA] Sum Built-In Function sum( ).mp4
34. [IGA] Iter Built-In Function iter( ).mp4
12. [IGA] Chr Built-In Function chr ( ).mp4
48. [BIGA] Reversed Built-In Function reversed( ).mp4
43. S16L43 [IGA] Ord Built-In Function ord( ).mp4
10. [GA] Bytes Built-In Function bytes( ).mp4
41. [GA] Oct Built-In Function oct( ).mp4
23. [BIGA] Float Built-In Function float( ).mp4
31. [BIGA] Int Built-In Function int( ).mp4
44. [BIGA] Pow Built-In Function pow( ).mp4
28. [IGA] Hex Built-In Function hex( ).mp4
38. [BIGA] Max Built-In Function Max( ).mp4
52. [BIGA] Sorted Built-In Function sorted( ).mp4
27. [BIGA] Help Built-In Function help( ).mp4
45. [BIGA] Print Built-In Function print( ).mp4
39. [BIGA] Min Built-In Function Min( ).mp4
53. [BIGA] Str Built-In Function str( ).mp4
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