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Download Python Programming - Basics, Multithreading, OOP and NumPy

Python Programming Basics Multithreading OOP and NumPy

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Python Programming - Basics, Multithreading, OOP and NumPy

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Total Size

3.1 GB

Total Files

403

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817B43CC3B5D258FE8978D8C0647CE51B4784F92

/.../14. Parallel Computing/

1. Multithreading vs parallel programming.mp4

85.4 MB

TutsNode.com.txt

0.1 KB

[TGx]Downloaded from torrentgalaxy.to .txt

0.6 KB

/.../17. COURSE MATERIALS (DOWNLOADS)/

1.1 python_programming_slides.pptx

535.2 KB

3.1 python_programming.zip

28.8 KB

2. Download slides as PDF.html

0.0 KB

3. Download source code.html

0.0 KB

1. Download slides.html

0.0 KB

2.1 python_programming_pdf.pdf

1.1 MB

/1. Introduction/

1. Introduction.srt

3.0 KB

1. Introduction.mp4

14.0 MB

/.../13. Multithreading Example - Dining Philosophers Problem/

2. Dining philosophers problems II - constants.srt

2.8 KB

5. Dining philosophers problems V - running the simulation.srt

12.2 KB

4. Dining philosophers problems IV - philosopher.srt

9.6 KB

3. Dining philosophers problems III - chopstick.srt

7.9 KB

1. Dining philosophers problem I - the problem.srt

3.4 KB

5. Dining philosophers problems V - running the simulation.mp4

81.1 MB

4. Dining philosophers problems IV - philosopher.mp4

54.7 MB

3. Dining philosophers problems III - chopstick.mp4

37.1 MB

1. Dining philosophers problem I - the problem.mp4

10.4 MB

2. Dining philosophers problems II - constants.mp4

10.1 MB

/3. Environment Setup/

1. Installing PyCharm and Python on Windows.html

0.9 KB

2. Installing PyCharm and Python on Mac.html

0.9 KB

/.../10. Exceptions and Errors/

6. List of exceptions.html

44.0 KB

2. Handling exceptions.srt

8.0 KB

5. Defining our own exceptions.srt

7.3 KB

7. Using the with keyword.srt

6.7 KB

3. Handling exceptions II.srt

4.8 KB

4. Raise exceptions.srt

3.9 KB

1. What are exceptions and errors.srt

2.5 KB

8. Exceptions and Errors Quiz.html

0.2 KB

5. Defining our own exceptions.mp4

37.2 MB

2. Handling exceptions.mp4

32.7 MB

7. Using the with keyword.mp4

25.5 MB

3. Handling exceptions II.mp4

18.4 MB

4. Raise exceptions.mp4

15.0 MB

1. What are exceptions and errors.mp4

9.3 MB

/.../6. Data Structures in Python/

1. How to measure the running time of algorithms.srt

14.4 KB

21. Sorting.srt

13.3 KB

17. Dictionaries in Python.srt

12.4 KB

14. What are linked list data structures.srt

11.9 KB

16. Hashing and O(1) running time complexity.srt

11.5 KB

18. Sets in Python.srt

11.4 KB

6. Lists in Python - advanced operations.srt

10.0 KB

4. What are array data structures II.srt

9.8 KB

3. What are array data structures I.srt

9.2 KB

7. Lists in Python - list comprehension.srt

7.3 KB

5. Lists in Python.srt

7.2 KB

15. Doubly linked list implementation in Python.srt

6.9 KB

13. Mutability and immutability.srt

6.2 KB

8. (!!!) Python lists and arrays.html

0.6 KB

9. Exercise list comprehension.html

1.2 KB

10. Solution list comprehension.html

0.7 KB

11. Measuring running time of lists.html

1.3 KB

19. Exercise constructing dictionaries.html

0.5 KB

20. Solution constructing dictionaries.html

0.4 KB

22. Data Structures Quiz.html

0.2 KB

12. What are tuples.srt

5.1 KB

2. Data structures introduction.srt

4.6 KB

21. Sorting.mp4

53.0 MB

18. Sets in Python.mp4

49.5 MB

6. Lists in Python - advanced operations.mp4

41.2 MB

17. Dictionaries in Python.mp4

40.4 MB

1. How to measure the running time of algorithms.mp4

39.1 MB

14. What are linked list data structures.mp4

36.2 MB

16. Hashing and O(1) running time complexity.mp4

32.5 MB

3. What are array data structures I.mp4

26.2 MB

4. What are array data structures II.mp4

26.2 MB

15. Doubly linked list implementation in Python.mp4

25.7 MB

7. Lists in Python - list comprehension.mp4

24.0 MB

5. Lists in Python.mp4

22.8 MB

13. Mutability and immutability.mp4

19.4 MB

12. What are tuples.mp4

15.5 MB

2. Data structures introduction.mp4

14.5 MB

/.../15. Lambda Expressions/

9. Reduce.srt

14.3 KB

8. Map.srt

8.9 KB

2. Lambda expressions basics.srt

7.8 KB

7. Filter.srt

7.1 KB

1. What is functional programming.srt

5.8 KB

6. Lambda functions within standard functions.srt

5.5 KB

3. Positional arguments and keyword arguments.srt

4.7 KB

4. Anonymous functions.srt

4.2 KB

5. Immediately invoked function expression (IIFE).srt

3.5 KB

10. Exercise lambda expressions.html

0.6 KB

11. Solution lambda expressions.html

0.2 KB

12. Lambda Expressions Quiz.html

0.2 KB

9. Reduce.mp4

48.5 MB

8. Map.mp4

36.0 MB

7. Filter.mp4

27.2 MB

2. Lambda expressions basics.mp4

26.8 MB

6. Lambda functions within standard functions.mp4

20.8 MB

1. What is functional programming.mp4

19.8 MB

4. Anonymous functions.mp4

19.5 MB

3. Positional arguments and keyword arguments.mp4

14.6 MB

5. Immediately invoked function expression (IIFE).mp4

11.4 MB

/.../5. Functions in Python/

3. Positional arguments and keyword arguments.srt

13.3 KB

11. What is recursion.srt

12.0 KB

4. Returning values.srt

3.0 KB

6. Exercise functions.html

0.4 KB

7. Solution functions.html

0.3 KB

9. Local and global variables.srt

2.7 KB

12. Exercise recursion.html

0.3 KB

13. Solution recursion.html

0.5 KB

16. Functions Quiz.html

0.2 KB

2. Defining functions.srt

7.1 KB

8. Yield operator.srt

6.6 KB

1. What are functions.srt

5.8 KB

10. What are the most relevant built-in functions.srt

5.7 KB

14. Local vs global variables.srt

5.4 KB

15. The __main__ function.srt

4.7 KB

5. Returning multiple values.srt

3.8 KB

3. Positional arguments and keyword arguments.mp4

48.4 MB

11. What is recursion.mp4

37.0 MB

2. Defining functions.mp4

19.8 MB

8. Yield operator.mp4

19.2 MB

1. What are functions.mp4

18.1 MB

10. What are the most relevant built-in functions.mp4

16.1 MB

14. Local vs global variables.mp4

15.8 MB

15. The __main__ function.mp4

15.5 MB

5. Returning multiple values.mp4

12.8 MB

9. Local and global variables.mp4

9.3 MB

4. Returning values.mp4

8.5 MB

/4. Python Basics/

3. Booleans.srt

2.5 KB

10. Exercise conditional statements.html

0.8 KB

11. Solution conditional statements.html

0.4 KB

9. How to use multiple conditions.srt

10.2 KB

15. Exercise calculating the average.html

0.3 KB

16. Solution calculating the average.html

0.3 KB

4. Strings.srt

10.0 KB

21. Exercise Fibonacci-numbers.html

0.3 KB

22. Solution Fibonacci-numbers.html

0.6 KB

23. Python Basics Quiz.html

0.2 KB

5. String slicing.srt

8.5 KB

13. Loops - for loop.srt

7.9 KB

1. First steps in Python.srt

7.5 KB

19. Break and continue.srt

7.0 KB

7. Operators.srt

6.7 KB

2. What are the basic data types.srt

6.6 KB

14. Loops - while loop.srt

5.5 KB

6. Type casting.srt

5.4 KB

8. Conditional statements.srt

5.3 KB

18. Enumerate.srt

5.0 KB

12. Logical operators.srt

4.5 KB

17. What are nested loops.srt

3.5 KB

20. Calculating Fibonacci-numbers.srt

3.4 KB

9. How to use multiple conditions.mp4

32.9 MB

4. Strings.mp4

29.5 MB

5. String slicing.mp4

26.3 MB

7. Operators.mp4

21.6 MB

19. Break and continue.mp4

21.4 MB

13. Loops - for loop.mp4

19.9 MB

8. Conditional statements.mp4

18.7 MB

12. Logical operators.mp4

18.4 MB

6. Type casting.mp4

17.6 MB

2. What are the basic data types.mp4

16.5 MB

18. Enumerate.mp4

15.9 MB

14. Loops - while loop.mp4

15.1 MB

1. First steps in Python.mp4

14.3 MB

17. What are nested loops.mp4

13.8 MB

20. Calculating Fibonacci-numbers.mp4

8.8 MB

3. Booleans.mp4

7.1 MB

/.../12. Multithreading Implementations/

17. Inter-thread communication - event objects.srt

12.4 KB

16. Semaphores example.srt

10.4 KB

8. Daemon threads.srt

10.4 KB

18. What are thread pools.srt

10.3 KB

19. Thread pools and return values.srt

10.1 KB

1. Creating and starting threads.srt

9.4 KB

10. Why to use synchronization.srt

8.7 KB

14. What are deadlocks and livelocks.srt

8.2 KB

13. Using RLocks.srt

8.0 KB

11. Synchronization with locks.srt

7.7 KB

3. Joining threads.srt

5.4 KB

2. Creating threads with inheritance.srt

5.3 KB

15. What are semaphores.srt

5.2 KB

9. Memory management of threads.srt

4.9 KB

5. Threads and processes revisited.html

4.3 KB

4. Handling parameters.srt

4.2 KB

12. What are re-entrant locks.html

1.4 KB

7. Solution multithreading.html

0.9 KB

20. Exercise thread pools.html

0.7 KB

6. Exercise multithreading.html

0.6 KB

21. Solution thread pools.html

0.4 KB

22. Multithreading Implementation Quiz.html

0.2 KB

17. Inter-thread communication - event objects.mp4

62.6 MB

8. Daemon threads.mp4

48.6 MB

18. What are thread pools.mp4

48.2 MB

16. Semaphores example.mp4

46.1 MB

1. Creating and starting threads.mp4

43.1 MB

19. Thread pools and return values.mp4

41.7 MB

11. Synchronization with locks.mp4

37.9 MB

13. Using RLocks.mp4

34.5 MB

10. Why to use synchronization.mp4

32.8 MB

14. What are deadlocks and livelocks.mp4

32.4 MB

2. Creating threads with inheritance.mp4

28.1 MB

3. Joining threads.mp4

24.4 MB

9. Memory management of threads.mp4

23.0 MB

15. What are semaphores.mp4

18.6 MB

4. Handling parameters.mp4

18.2 MB

/.../16. NumPy - Python's #1 Library/

3. Dimension of arrays.srt

12.4 KB

4. Indexes and slicing.srt

10.5 KB

6. Reshape.srt

10.1 KB

2. Creating and updating arrays.srt

9.8 KB

9. Stacking and merging arrays.srt

8.6 KB

5. Types.srt

6.0 KB

1. What is the key advantage of NumPy.srt

5.8 KB

10. Filter.srt

4.9 KB

11. Running time comparison arrays and lists.html

1.3 KB

7. Exercise reshape problem.html

0.4 KB

8. Solution reshape problem.html

0.2 KB

12. NumPy Quiz.html

0.2 KB

3. Dimension of arrays.mp4

38.0 MB

6. Reshape.mp4

35.5 MB

2. Creating and updating arrays.mp4

35.4 MB

4. Indexes and slicing.mp4

33.1 MB

9. Stacking and merging arrays.mp4

29.0 MB

5. Types.mp4

20.2 MB

1. What is the key advantage of NumPy.mp4

18.0 MB

10. Filter.mp4

16.0 MB

/.../14. Parallel Computing/

1. Multithreading vs parallel programming.srt

10.9 KB

2. What is the Global Interpreter Lock (GIL).srt

4.1 KB

3. Parallel Computing Quiz.html

0.2 KB

2. What is the Global Interpreter Lock (GIL).mp4

16.7 MB

/.../7. Object Oriented Programming (OOP)/

17. Comparing objects - overriding functions.srt

10.4 KB

15. Modules.srt

7.8 KB

3. Using the constructor.srt

7.7 KB

12. Polymorphism and abstraction example.srt

6.7 KB

11. What is polymorphism.srt

6.0 KB

7. Private variables and name mangling.srt

5.8 KB

9. The super keyword.srt

5.6 KB

4. Class variables and instance variables.srt

5.5 KB

8. What is inheritance in OOP.srt

4.7 KB

5. Exercise constructing classes.html

0.6 KB

6. Solution constructing classes.html

0.4 KB

16. The __str__ function.srt

4.0 KB

13. Exercise abstraction.html

0.6 KB

14. Solution abstraction.html

0.7 KB

2. Class and objects basics.srt

3.6 KB

18. Object Oriented Programming Quiz.html

0.2 KB

1. What is object oriented programming (OOP).srt

3.3 KB

10. Function (method) override.srt

3.2 KB

17. Comparing objects - overriding functions.mp4

42.2 MB

3. Using the constructor.mp4

35.2 MB

12. Polymorphism and abstraction example.mp4

34.9 MB

4. Class variables and instance variables.mp4

32.5 MB

15. Modules.mp4

22.9 MB

9. The super keyword.mp4

22.3 MB

11. What is polymorphism.mp4

22.2 MB

7. Private variables and name mangling.mp4

20.1 MB

10. Function (method) override.mp4

19.1 MB

8. What is inheritance in OOP.mp4

18.9 MB

16. The __str__ function.mp4

16.4 MB

1. What is object oriented programming (OOP).mp4

13.1 MB

2. Class and objects basics.mp4

11.0 MB

/8. Memory Management/

6. Call by reference and value.srt

10.2 KB

2. Stack memory and heap memory simulation.srt

8.5 KB

3. Garbage collection and reference counting.srt

8.5 KB

5. The == and the is operators.srt

4.8 KB

1. What are stack and heap memory.srt

4.6 KB

4. Revisiting the types of variables.srt

3.5 KB

7. Memory Management Quiz.html

0.2 KB

6. Call by reference and value.mp4

38.3 MB

3. Garbage collection and reference counting.mp4

30.3 MB

2. Stack memory and heap memory simulation.mp4

25.2 MB

5. The == and the is operators.mp4

16.3 MB

4. Revisiting the types of variables.mp4

12.8 MB

1. What are stack and heap memory.mp4

11.4 MB

/.../11. Multithreading Theory/

1. What are processes and threads.srt

8.2 KB

2. The time-slicing algorithm.srt

3.8 KB

4. Downside of multithreading.srt

3.6 KB

3. Benefits of multithreading.srt

3.1 KB

5. Multithreading Theory Quiz.html

0.2 KB

1. What are processes and threads.mp4

30.9 MB

2. The time-slicing algorithm.mp4

12.7 MB

3. Benefits of multithreading.mp4

11.8 MB

4. Downside of multithreading.mp4

11.8 MB

/.../9. Handling Files (IO)/

1. Reading and processing files.srt

6.6 KB

2. Processing files - example #1.srt

6.4 KB

3. Processing files - example #2.srt

6.0 KB

4. Create new files and update contenct.srt

4.6 KB

5. Exercise handling files.html

0.6 KB

6. Solution handling files.html

0.5 KB

2. Processing files - example #1.mp4

21.0 MB

3. Processing files - example #2.mp4

20.5 MB

1. Reading and processing files.mp4

19.6 MB

4. Create new files and update contenct.mp4

14.6 MB

/.../2. Why to Learn Python Programming Language/

1. Why to learn Python.srt

5.4 KB

1. Why to learn Python.mp4

18.7 MB

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