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Udemy - Python Programming – Basics, Multithreading, OOP and NumPy

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Udemy - Python Programming – Basics, Multithreading, OOP and NumPy (Size: 2.88 GB)
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  115 219.83 KB
  TutsNode.com.txt 63 B
  [TGx]Downloaded from torrentgalaxy.to .txt 585 B
  [TutsNode.com] - Python Programming - Basics, Multithreading, OOP and NumPy
  1. Introduction
  1. Introduction.mp4 13.31 MB
  1. Introduction.srt 2.91 KB
  10. Exceptions and Errors
  1. What are exceptions and errors.mp4 8.9 MB
  1. What are exceptions and errors.srt 2.41 KB
  2. Handling exceptions.mp4 31.21 MB
  2. Handling exceptions.srt 7.8 KB
  3. Handling exceptions II.mp4 17.54 MB
  3. Handling exceptions II.srt 4.67 KB
  4. Raise exceptions.mp4 14.33 MB
  4. Raise exceptions.srt 3.85 KB
  5. Defining our own exceptions.mp4 35.44 MB
  5. Defining our own exceptions.srt 7.11 KB
  6. List of exceptions.html 42.98 KB
  7. Using the with keyword.mp4 24.3 MB
  7. Using the with keyword.srt 6.55 KB
  8. Exceptions and Errors Quiz.html 155 B
  11. Multithreading Theory
  1. What are processes and threads.mp4 29.44 MB
  1. What are processes and threads.srt 7.99 KB
  2. The time-slicing algorithm.mp4 12.08 MB
  2. The time-slicing algorithm.srt 3.7 KB
  3. Benefits of multithreading.mp4 11.27 MB
  3. Benefits of multithreading.srt 3.07 KB
  4. Downside of multithreading.mp4 11.24 MB
  4. Downside of multithreading.srt 3.54 KB
  5. Multithreading Theory Quiz.html 155 B
  12. Multithreading Implementations
  1. Creating and starting threads.mp4 41.1 MB
  1. Creating and starting threads.srt 9.19 KB
  10. Why to use synchronization.mp4 31.25 MB
  10. Why to use synchronization.srt 8.46 KB
  11. Synchronization with locks.mp4 36.14 MB
  11. Synchronization with locks.srt 7.51 KB
  12. What are re-entrant locks.html 1.33 KB
  13. Using RLocks.mp4 32.88 MB
  13. Using RLocks.srt 7.8 KB
  14. What are deadlocks and livelocks.mp4 30.94 MB
  14. What are deadlocks and livelocks.srt 8.01 KB
  15. What are semaphores.mp4 17.77 MB
  15. What are semaphores.srt 5.11 KB
  16. Semaphores example.mp4 43.98 MB
  16. Semaphores example.srt 10.16 KB
  17. Inter-thread communication - event objects.mp4 59.74 MB
  17. Inter-thread communication - event objects.srt 12.11 KB
  18. What are thread pools.mp4 46.01 MB
  18. What are thread pools.srt 10.06 KB
  19. Thread pools and return values.mp4 39.76 MB
  19. Thread pools and return values.srt 9.86 KB
  2. Creating threads with inheritance.mp4 26.79 MB
  2. Creating threads with inheritance.srt 5.17 KB
  20. Exercise thread pools.html 687 B
  21. Solution thread pools.html 439 B
  22. Multithreading Implementation Quiz.html 155 B
  3. Joining threads.mp4 23.29 MB
  3. Joining threads.srt 5.31 KB
  4. Handling parameters.mp4 17.32 MB
  4. Handling parameters.srt 4.1 KB
  5. Threads and processes revisited.html 4.16 KB
  6. Exercise multithreading.html 611 B
  7. Solution multithreading.html 877 B
  8. Daemon threads.mp4 46.34 MB
  8. Daemon threads.srt 10.13 KB
  9. Memory management of threads.mp4 21.92 MB
  9. Memory management of threads.srt 4.82 KB
  13. Multithreading Example - Dining Philosophers Problem
  1. Dining philosophers problem I - the problem.mp4 9.92 MB
  1. Dining philosophers problem I - the problem.srt 3.33 KB
  2. Dining philosophers problems II - constants.mp4 9.58 MB
  2. Dining philosophers problems II - constants.srt 2.7 KB
  3. Dining philosophers problems III - chopstick.mp4 35.39 MB
  3. Dining philosophers problems III - chopstick.srt 7.68 KB
  4. Dining philosophers problems IV - philosopher.mp4 52.13 MB
  4. Dining philosophers problems IV - philosopher.srt 9.38 KB
  5. Dining philosophers problems V - running the simulation.mp4 77.31 MB
  5. Dining philosophers problems V - running the simulation.srt 11.94 KB
  14. Parallel Computing
  1. Multithreading vs parallel programming.mp4 81.46 MB
  1. Multithreading vs parallel programming.srt 10.62 KB
  2. What is the Global Interpreter Lock (GIL).mp4 15.91 MB
  2. What is the Global Interpreter Lock (GIL).srt 4.04 KB
  3. Parallel Computing Quiz.html 155 B
  15. Lambda Expressions
  1. What is functional programming.mp4 18.84 MB
  1. What is functional programming.srt 5.62 KB
  10. Exercise lambda expressions.html 577 B
  11. Solution lambda expressions.html 216 B
  12. Lambda Expressions Quiz.html 155 B
  2. Lambda expressions basics.mp4 25.6 MB
  2. Lambda expressions basics.srt 7.66 KB
  3. Positional arguments and keyword arguments.mp4 13.96 MB
  3. Positional arguments and keyword arguments.srt 4.61 KB
  4. Anonymous functions.mp4 18.63 MB
  4. Anonymous functions.srt 4.11 KB
  5. Immediately invoked function expression (IIFE).mp4 10.89 MB
  5. Immediately invoked function expression (IIFE).srt 3.46 KB
  6. Lambda functions within standard functions.mp4 19.8 MB
  6. Lambda functions within standard functions.srt 5.42 KB
  7. Filter.mp4 25.95 MB
  7. Filter.srt 6.95 KB
  8. Map.mp4 34.36 MB
  8. Map.srt 8.67 KB
  9. Reduce.mp4 46.3 MB
  9. Reduce.srt 14.01 KB
  16. NumPy - Python's #1 Library
  1. What is the key advantage of NumPy.mp4 17.18 MB
  1. What is the key advantage of NumPy.srt 5.68 KB
  10. Filter.mp4 15.26 MB
  10. Filter.srt 4.77 KB
  11. Running time comparison arrays and lists.html 1.31 KB
  12. NumPy Quiz.html 155 B
  2. Creating and updating arrays.mp4 33.77 MB
  2. Creating and updating arrays.srt 9.57 KB
  3. Dimension of arrays.mp4 36.27 MB
  3. Dimension of arrays.srt 12.07 KB
  4. Indexes and slicing.mp4 31.52 MB
  4. Indexes and slicing.srt 10.24 KB
  5. Types.mp4 19.3 MB
  5. Types.srt 5.82 KB
  6. Reshape.mp4 33.85 MB
  6. Reshape.srt 9.91 KB
  7. Exercise reshape problem.html 368 B
  8. Solution reshape problem.html 208 B
  9. Stacking and merging arrays.mp4 27.7 MB
  9. Stacking and merging arrays.srt 8.38 KB
  17. COURSE MATERIALS (DOWNLOADS)
  1. Download slides.html 40 B
  1.1 python_programming_slides.pptx 522.63 KB
  2. Download slides as PDF.html 47 B
  2.1 python_programming_pdf.pdf 1.01 MB
  3. Download source code.html 45 B
  3.1 python_programming.zip 28.15 KB
  2. Why to Learn Python Programming Language
  1. Why to learn Python.mp4 17.81 MB
  1. Why to learn Python.srt 5.26 KB
  3. Environment Setup
  1. Installing PyCharm and Python on Windows.html 901 B
  2. Installing PyCharm and Python on Mac.html 901 B
  4. Python Basics
  1. First steps in Python.mp4 13.68 MB
  1. First steps in Python.srt 7.36 KB
  10. Exercise conditional statements.html 751 B
  11. Solution conditional statements.html 430 B
  12. Logical operators.mp4 17.59 MB
  12. Logical operators.srt 4.4 KB
  13. Loops - for loop.mp4 18.96 MB
  13. Loops - for loop.srt 7.69 KB
  14. Loops - while loop.mp4 14.42 MB
  14. Loops - while loop.srt 5.38 KB
  15. Exercise calculating the average.html 301 B
  16. Solution calculating the average.html 273 B
  17. What are nested loops.mp4 13.17 MB
  17. What are nested loops.srt 3.41 KB
  18. Enumerate.mp4 15.14 MB
  18. Enumerate.srt 4.86 KB
  19. Break and continue.mp4 20.44 MB
  19. Break and continue.srt 6.85 KB
  2. What are the basic data types.mp4 15.71 MB
  2. What are the basic data types.srt 6.4 KB
  20. Calculating Fibonacci-numbers.mp4 8.39 MB
  20. Calculating Fibonacci-numbers.srt 3.29 KB
  21. Exercise Fibonacci-numbers.html 281 B
  22. Solution Fibonacci-numbers.html 643 B
  23. Python Basics Quiz.html 155 B
  3. Booleans.mp4 6.79 MB
  3. Booleans.srt 2.43 KB
  4. Strings.mp4 28.16 MB
  4. Strings.srt 9.78 KB
  5. String slicing.mp4 25.09 MB
  5. String slicing.srt 8.32 KB
  6. Type casting.mp4 16.76 MB
  6. Type casting.srt 5.3 KB
  7. Operators.mp4 20.63 MB
  7. Operators.srt 6.58 KB
  8. Conditional statements.mp4 17.82 MB
  8. Conditional statements.srt 5.22 KB
  9. How to use multiple conditions.mp4 31.41 MB
  9. How to use multiple conditions.srt 9.92 KB
  5. Functions in Python
  1. What are functions.mp4 17.3 MB
  1. What are functions.srt 5.7 KB
  10. What are the most relevant built-in functions.mp4 15.38 MB
  10. What are the most relevant built-in functions.srt 5.58 KB
  11. What is recursion.mp4 35.3 MB
  11. What is recursion.srt 11.7 KB
  12. Exercise recursion.html 330 B
  13. Solution recursion.html 509 B
  14. Local vs global variables.mp4 15.03 MB
  14. Local vs global variables.srt 5.24 KB
  15. The __main__ function.mp4 14.82 MB
  15. The __main__ function.srt 4.55 KB
  16. Functions Quiz.html 155 B
  2. Defining functions.mp4 18.86 MB
  2. Defining functions.srt 6.9 KB
  3. Positional arguments and keyword arguments.mp4 46.13 MB
  3. Positional arguments and keyword arguments.srt 12.98 KB
  4. Returning values.mp4 8.14 MB
  4. Returning values.srt 2.93 KB
  5. Returning multiple values.mp4 12.17 MB
  5. Returning multiple values.srt 3.71 KB
  6. Exercise functions.html 385 B
  7. Solution functions.html 281 B
  8. Yield operator.mp4 18.29 MB
  8. Yield operator.srt 6.45 KB
  9. Local and global variables.mp4 8.9 MB
  9. Local and global variables.srt 2.64 KB
  6. Data Structures in Python
  1. How to measure the running time of algorithms.mp4 37.31 MB
  1. How to measure the running time of algorithms.srt 14.01 KB
  10. Solution list comprehension.html 699 B
  11. Measuring running time of lists.html 1.22 KB
  12. What are tuples.mp4 14.74 MB
  12. What are tuples.srt 5 KB
  13. Mutability and immutability.mp4 18.5 MB
  13. Mutability and immutability.srt 6.04 KB
  14. What are linked list data structures.mp4 34.51 MB
  14. What are linked list data structures.srt 11.65 KB
  15. Doubly linked list implementation in Python.mp4 24.47 MB
  15. Doubly linked list implementation in Python.srt 6.73 KB
  16. Hashing and O(1) running time complexity.mp4 31.02 MB
  16. Hashing and O(1) running time complexity.srt 11.19 KB
  17. Dictionaries in Python.mp4 38.5 MB
  17. Dictionaries in Python.srt 12.07 KB
  18. Sets in Python.mp4 47.16 MB
  18. Sets in Python.srt 11.12 KB
  19. Exercise constructing dictionaries.html 493 B
  2. Data structures introduction.mp4 13.85 MB
  2. Data structures introduction.srt 4.47 KB
  20. Solution constructing dictionaries.html 362 B
  21. Sorting.mp4 50.59 MB
  21. Sorting.srt 13 KB
  22. Data Structures Quiz.html 155 B
  3. What are array data structures I.mp4 25.01 MB
  3. What are array data structures I.srt 9 KB
  4. What are array data structures II.mp4 24.96 MB
  4. What are array data structures II.srt 9.54 KB
  5. Lists in Python.mp4 21.75 MB
  5. Lists in Python.srt 6.98 KB
  6. Lists in Python - advanced operations.mp4 39.32 MB
  6. Lists in Python - advanced operations.srt 9.77 KB
  7. Lists in Python - list comprehension.mp4 22.89 MB
  7. Lists in Python - list comprehension.srt 7.1 KB
  8. (!!!) Python lists and arrays.html 631 B
  9. Exercise list comprehension.html 1.17 KB
  7. Object Oriented Programming (OOP)
  1. What is object oriented programming (OOP).mp4 12.51 MB
  1. What is object oriented programming (OOP).srt 3.22 KB
  10. Function (method) override.mp4 18.18 MB
  10. Function (method) override.srt 3.08 KB
  11. What is polymorphism.mp4 21.17 MB
  11. What is polymorphism.srt 5.84 KB
  12. Polymorphism and abstraction example.mp4 33.28 MB
  12. Polymorphism and abstraction example.srt 6.5 KB
  13. Exercise abstraction.html 584 B
  14. Solution abstraction.html 714 B
  15. Modules.mp4 21.8 MB
  15. Modules.srt 7.63 KB
  16. The __str__ function.mp4 15.68 MB
  16. The __str__ function.srt 3.87 KB
  17. Comparing objects - overriding functions.mp4 40.21 MB
  17. Comparing objects - overriding functions.srt 10.17 KB
  18. Object Oriented Programming Quiz.html 155 B
  2. Class and objects basics.mp4 10.49 MB
  2. Class and objects basics.srt 3.47 KB
  3. Using the constructor.mp4 33.6 MB
  3. Using the constructor.srt 7.49 KB
  4. Class variables and instance variables.mp4 31.01 MB
  4. Class variables and instance variables.srt 5.39 KB
  5. Exercise constructing classes.html 550 B
  6. Solution constructing classes.html 430 B
  7. Private variables and name mangling.mp4 19.14 MB
  7. Private variables and name mangling.srt 5.62 KB
  8. What is inheritance in OOP.mp4 18.04 MB
  8. What is inheritance in OOP.srt 4.63 KB
  9. The super keyword.mp4 21.24 MB
  9. The super keyword.srt 5.51 KB
  8. Memory Management
  1. What are stack and heap memory.mp4 10.88 MB
  1. What are stack and heap memory.srt 4.45 KB
  2. Stack memory and heap memory simulation.mp4 23.99 MB
  2. Stack memory and heap memory simulation.srt 8.34 KB
  3. Garbage collection and reference counting.mp4 28.87 MB
  3. Garbage collection and reference counting.srt 8.29 KB
  4. Revisiting the types of variables.mp4 12.18 MB
  4. Revisiting the types of variables.srt 3.44 KB
  5. The == and the is operators.mp4 15.58 MB
  5. The == and the is operators.srt 4.68 KB
  6. Call by reference and value.mp4 36.49 MB
  6. Call by reference and value.srt 9.93 KB
  7. Memory Management Quiz.html 155 B
  9. Handling Files (IO)
  1. Reading and processing files.mp4 18.66 MB
  1. Reading and processing files.srt 6.47 KB
  2. Processing files - example #1.mp4 20.06 MB
  2. Processing files - example #1.srt 6.22 KB
  3. Processing files - example #2.mp4 19.56 MB
  3. Processing files - example #2.srt 5.83 KB
  4. Create new files and update contenct.mp4 13.92 MB
  4. Create new files and update contenct.srt 4.51 KB
  5. Exercise handling files.html 619 B
  6. Solution handling files.html 514 B

Description



Description

Join us and become a Python Programmer, learn one of most requested skills of 2021!

This course is about the fundamental basics of Python programming language. Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! You can learn about the hardest topics in programming: memory management, multithreading and object-oriented programming. So these are the topics you will learn about:

1.) Basics of Python

installing Python and the integrated development environment (IDE)
basic operations
conditional statements
loops

2.) Functions

what are functions in Python
positional and keyword arguments
return and yield
recursion

3.) Data Structures

how to measure the performance of data structures?
data structures introduction
lists
tuples
dictionaries and sets

4.) Object-Oriented Programing (OOP)

what is the advantages and disadvantages of OOP?
classes and objects
constructors
inheritance
polymorphism

5.) Memory Management

stack memory and heap memory
memory management in Python

6.) Handling Files (I/O)

read files and write files

7.) Exceptions

exceptions and errors
how to deal with exception
try-except-finally blocks

8.) Multithreading and Concurrent Programming

what are threads and processes?
synchronization
locks
deadlocks and livelocks
inter-thread communication

9.) Parallel Programming

multithreading and parallel programming
what is the Global Interpreter Lock (GIL)?

10.) Lambda Expressions

what is functional programming?
why to learn lambda expressions?
anonymous functions
filter
map
reduce

11.) NumPy

real array data structures in Python
lists and arrays comparison
NumPy fundamentals

You will get lifetime access to 110+ lectures plus slides and source codes for the lectures!

This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you’ll get your money back.

So what are you waiting for? Learn Python in a way that will advance your career and increase your knowledge, all in a fun and practical way!
Who this course is for:

Students or beginners with no previous programming experience looking to obtain the skills to get their first programming job
If you are an expert Python programmer with decades of programming experience, then this course is not for you

Requirements

Working computer and internet – setup and installation instructions are included for each platform (Mac and Windows)

Last Updated 12/2020

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