Professional Python Developer Bootcamp 2023

سرفصل های دوره

Master Python by building real-world projects. Develop all the skills you need to find your first programming job.

1. Welcome

1. Welcome.html

2. What is programming

3. Course structure.html

4.1 Cheat sheet.pdf

4.2 Resources for success.pdf

4. Tips & resources

5. Google Colab walkthrough

2. First steps in Python

1. Google Colab notebook to code along.html

2. Basic arithmetic in Python

3. Printing messages

4. Printing messages - Exercise.html

5. Taking inputs from the user

6. Taking inputs from the user - Exercise.html

7. Data types

8. Data types - Exercise.html

9. Errors in Python

10. Errors in Python - Exercise.html

11. Order of operations

12. Order of operations - Exercise.html

13. String formatting

14. String formatting - Exercise.html

15. Printing options

16. Printing options - Exercise.html

17. Comparison operators

18. Comparison operators - Exercise.html

19. Logical operators

20. Logical operators - Exercise.html

3. Coding challenge #1 Mad libs

1. Introduction

2. Solution

4. Control flow

1. Conditional statements

2. For loops

3. While loops

4. Break, continue and else

5. Coding challenge #2 Draw a '#' pyramid

1. Introduction

2. Solution

6. Functions

1. What are functions

2. Parameters and arguments

3. Variable number of arguments

7. Coding challenge #3 Fibonacci numbers

1. Introduction

2. Solution

8. Hosting your web portfolio on GitHub

1. Creating your project portfolio

2. Editing the content of your portfolio

9. Coding project #1 Flowchart

1. Introduction

2. Implementation - Part 1

3. Solution - Part 1

4. Implementation - Part 2

5. Solution - Part 2

6. Implementation - Part 3

7. Solution - Part 3

8. Implementation - Part 4

9. Solution - Part 4

10. Add the project to your portfolio

10. Exceptions and debugging

1. try and except statements

2. Handling specific types of errors

3. Else finally

4. Debugging techniques

5. Raising your own errors

11. Coding challenge #4 Program debugging

1. Introduction

2. Solution

12. Data structures - Sequences

1. Introduction to sequences

2. Lists

3. Accessing and slicing lists

4. Sorting and counting the items in a list

5. Tuples

6. Strings are sequences of characters

7. Iterating over sequences

8. Checking if a value is present in a sequence

13. String operations

1. String concatenation and repetition

2. Converting a string to uppercase and lowercase

3. Finding patterns in strings

4. Splitting and joining strings

5. Escaping characters

14. Coding project #2 Caesar cipher

1. Introduction

2. Solution

3. Add the project to your portfolio

15. Data structures - Sets and mappings

1. Sets and mappings overview

2. Sets

3. Advanced set operations

4. Dictionaries

5. Accessing and modifying values in a dictionary

6. Iterating over dictionaries

7. Checking if a value is present in a dictionary

16. Coding project #3 Morse code

1. Introduction

2. Solution

3. Add the project to your portfolio

17. The Python Standard Library (STL)

1. Overview

2. The math module

3. The random module

4. The datetime module

5. The string module

18. Coding challenge #5 Random password generation

1. Introduction

2. Solution

19. Coding challenge #6 Closest supermarket

1. Introduction

2. Solution

20. Coding project #4 Tic-tac-toe

1. Introduction

2. Solution - print board function

3. Solution - player won function

4. Solution - is valid function

5. Solution - play game function

6. Add the project to your portfolio

21. Introduction to Object-Oriented Programming

1. Google Colab notebook to code along.html

2. Procedural vs Object-Oriented Programming

3. Basic concepts of Object-Oriented Programming

4. Creating the Classroom class

5. Creating the Subject class

6. Creating the Student class

22. Coding project #5 Grade tracker

1. Introduction

2. Student class

3. Student class - Solution

4. Gradebook class

5. Gradebook class - Solution

6. Main loop

7. Main loop - Solution

8. Add the project to your portfolio

23. Intermediate Object-Oriented Programming

1. Inheritance

2. Inheritance in code - Superclass

3. Inheritance in code - Subclasses

4. Polymorphism

5. Polymorphism in code - Method overriding

6. Encapsulation

7. Encapsulation in code - Part 1

8. Encapsulation in code - Part 2

9. Encapsulation in code - Part 3

10. Accessing members of the superclass

24. Coding project #6 Role Playing Game (RPG)

1. Introduction

2. Creating the Paladin class

3. Creating the Paladin class - Solution

4. Creating the Mage class

5. Creating the Mage class - Solution

6. Creating the Warrior class

7. Creating the Warrior class - Solution

8. Add the project to your portfolio

25. How computers work

1. Basic computer architecture

2. What happens when you turn on your computer

3. Representing data digitally.html

4. File systems, folders and files

5. How programming languages work

6.1 terminal cheat sheet.pdf

6. Terminal cheat sheet.html

26. Preparing the environment (Mac)

1. Installing Python and VScode

2. First steps in VS code

3. Terminal overview

4. Filesystem navigation in Mac

27. Getting familiar with our local environment

1. Introduction to virtual environments

2. Installing packages with pip

3. VS code basics

4. Debugger

5. Imports

28. Argument parsing

1. Command-line arguments

2. Positional vs optional arguments

3. Advanced argument parsing

4. Boolean flags

29. Coding challenge #7 Number adding script

1. Introduction

2. Solution

30. File management in Python

1. File system manipulation

2. Create playlists

3. Advanced file operations

4. Execution control

31. Coding project #7 Note-taking application

1. Project overview

2. Append note function - Overview

3. Append note function - Solution

4. List notes function - Overview

5. List notes function - Solution

6. Delete Note function - Overview

7. Delete Note function - Solution

8. Main loop (part 1) - Overview

9. Main loop (part 1) - Solution

10. Main loop (part 2) - Overview

11. Main loop (part 2) - Solution

12. Main loop (part 3) - Solution

13. Main loop (part 3) - Solution

32. Coding project #8 Customer Management System (CMS)

1. Project overview

2. Invoice class - Overview

3. Invoice class - Solution

4. Customer class - Overview

5. Customer class - Solution

6. Load customers function - Overview

7. Load customers function - Solution

8. Save customers function - Overview

9. Save customers function - Solution

10. Main loop (part 1) - Overview

11. Main loop (part 1) - Solution

12. Main loop (part 2) - Overview

13. Main loop (part 2) - Solution

14. Main loop (part 3) - Overview

15. Main loop (part 3) - Solution

16. Add CMS project to your portfolio

33. Turtle Graphics

1. Turtle basics - Part 1

2. Turtle basics - Part 2

3. Drawing basic shapes

4. Drawing patterns - Part 1

5. Drawing patterns - Part 2

6. Coding project #9 Lorenz attractor

34. Higher-order functions

1. Google Colab notebook to code along.html

2. How functions work in Python

3. Higher-order functions

4. Lambda functions

5. Map and filter functions

6. Sorted function

35. Comprehensions

1. List comprehensions

2. Set comprehensions

3. Dict comprehensions

4. Tuple comprehensions

36. Useful built-in functions

1. Built-in functions

2. Any and all functions

3. Enumerate, zip and reversed functions

37. Iterables, iterators and generators

1. Iterables

2. Iterators

3. Generators and generator expressions

38. Custom exceptions

1. Custom exceptions

39. Advanced Object-Oriented Programming

1. Abstract classes

2. Static and class methods

40. Image processing basics

1. Google Colab notebook to code along.html

2. How computers represent color

3. Introduction to PILPillow

4. Basic image manipulations

5. Color spaces and image modes

6. Image property manipulation

7. Manipulating pixels and regions

8. Drawing shapes and text on images

9. Image composition and masks

10. Color transformations

41. Coding project #11 Photo editor

1. Introduction

2. Solution walkthrough

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