Professional Python Developer Bootcamp 2023

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Escape Velocity Labs

15:51:05

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1. Welcome

1. Welcome.html

2. What is programming.mp4

02:12

3. Course structure.html

4.1 Cheat sheet.pdf

4.2 Resources for success.pdf

4. Tips & resources.mp4

02:35

5. Google Colab walkthrough.mp4

07:12

2. First steps in Python

1. Google Colab notebook to code along.html

2. Basic arithmetic in Python.mp4

03:59

3. Printing messages.mp4

06:26

4. Printing messages - Exercise.html

5. Taking inputs from the user.mp4

06:42

6. Taking inputs from the user - Exercise.html

7. Data types.mp4

11:13

8. Data types - Exercise.html

9. Errors in Python.mp4

05:53

10. Errors in Python - Exercise.html

11. Order of operations.mp4

02:13

12. Order of operations - Exercise.html

13. String formatting.mp4

06:15

14. String formatting - Exercise.html

15. Printing options.mp4

06:55

16. Printing options - Exercise.html

17. Comparison operators.mp4

04:42

18. Comparison operators - Exercise.html

19. Logical operators.mp4

07:51

20. Logical operators - Exercise.html

3. Coding challenge #1 Mad libs

1. Introduction.mp4

02:19

2. Solution.mp4

00:55

4. Control flow

1. Conditional statements.mp4

12:25

2. For loops.mp4

09:27

3. While loops.mp4

06:51

4. Break, continue and else.mp4

07:50

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

1. Introduction.mp4

02:03

2. Solution.mp4

03:03

6. Functions

1. What are functions.mp4

09:47

2. Parameters and arguments.mp4

06:48

3. Variable number of arguments.mp4

03:08

7. Coding challenge #3 Fibonacci numbers

1. Introduction.mp4

03:46

2. Solution.mp4

03:32

8. Hosting your web portfolio on GitHub

1. Creating your project portfolio.mp4

04:25

2. Editing the content of your portfolio.mp4

07:10

9. Coding project #1 Flowchart

1. Introduction.mp4

02:22

2. Implementation - Part 1.mp4

02:18

3. Solution - Part 1.mp4

00:51

4. Implementation - Part 2.mp4

00:49

5. Solution - Part 2.mp4

00:31

6. Implementation - Part 3.mp4

00:33

7. Solution - Part 3.mp4

00:29

8. Implementation - Part 4.mp4

00:53

9. Solution - Part 4.mp4

01:19

10. Add the project to your portfolio.mp4

04:13

10. Exceptions and debugging

1. try and except statements.mp4

04:54

2. Handling specific types of errors.mp4

06:29

3. Else finally.mp4

04:50

4. Debugging techniques.mp4

06:28

5. Raising your own errors.mp4

04:20

11. Coding challenge #4 Program debugging

1. Introduction.mp4

01:13

2. Solution.mp4

05:04

12. Data structures - Sequences

1. Introduction to sequences.mp4

01:09

2. Lists.mp4

10:34

3. Accessing and slicing lists.mp4

07:55

4. Sorting and counting the items in a list.mp4

02:41

5. Tuples.mp4

04:24

6. Strings are sequences of characters.mp4

01:23

7. Iterating over sequences.mp4

03:42

8. Checking if a value is present in a sequence.mp4

02:31

13. String operations

1. String concatenation and repetition.mp4

01:15

2. Converting a string to uppercase and lowercase.mp4

01:27

3. Finding patterns in strings.mp4

05:35

4. Splitting and joining strings.mp4

04:00

5. Escaping characters.mp4

03:07

14. Coding project #2 Caesar cipher

1. Introduction.mp4

04:36

2. Solution.mp4

02:41

3. Add the project to your portfolio.mp4

02:28

15. Data structures - Sets and mappings

1. Sets and mappings overview.mp4

01:43

2. Sets.mp4

06:31

3. Advanced set operations.mp4

06:12

4. Dictionaries.mp4

05:14

5. Accessing and modifying values in a dictionary.mp4

02:33

6. Iterating over dictionaries.mp4

03:06

7. Checking if a value is present in a dictionary.mp4

03:58

16. Coding project #3 Morse code

1. Introduction.mp4

02:13

2. Solution.mp4

01:31

3. Add the project to your portfolio.mp4

02:08

17. The Python Standard Library (STL)

1. Overview.mp4

01:39

2. The math module.mp4

07:27

3. The random module.mp4

09:12

4. The datetime module.mp4

05:03

5. The string module.mp4

04:53

18. Coding challenge #5 Random password generation

1. Introduction.mp4

01:02

2. Solution.mp4

01:25

19. Coding challenge #6 Closest supermarket

1. Introduction.mp4

01:53

2. Solution.mp4

02:52

20. Coding project #4 Tic-tac-toe

1. Introduction.mp4

06:30

2. Solution - print board function.mp4

00:54

3. Solution - player won function.mp4

01:01

4. Solution - is valid function.mp4

01:12

5. Solution - play game function.mp4

03:00

6. Add the project to your portfolio.mp4

01:37

21. Introduction to Object-Oriented Programming

1. Google Colab notebook to code along.html

2. Procedural vs Object-Oriented Programming.mp4

07:04

3. Basic concepts of Object-Oriented Programming.mp4

03:10

4. Creating the Classroom class.mp4

10:58

5. Creating the Subject class.mp4

11:25

6. Creating the Student class.mp4

11:10

22. Coding project #5 Grade tracker

1. Introduction.mp4

02:35

2. Student class.mp4

01:09

3. Student class - Solution.mp4

01:40

4. Gradebook class.mp4

02:03

5. Gradebook class - Solution.mp4

02:43

6. Main loop.mp4

02:24

7. Main loop - Solution.mp4

03:04

8. Add the project to your portfolio.mp4

01:56

23. Intermediate Object-Oriented Programming

1. Inheritance.mp4

02:53

2. Inheritance in code - Superclass.mp4

06:22

3. Inheritance in code - Subclasses.mp4

08:31

4. Polymorphism.mp4

02:08

5. Polymorphism in code - Method overriding.mp4

07:56

6. Encapsulation.mp4

01:52

7. Encapsulation in code - Part 1.mp4

02:50

8. Encapsulation in code - Part 2.mp4

02:42

9. Encapsulation in code - Part 3.mp4

09:44

10. Accessing members of the superclass.mp4

06:04

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

1. Introduction.mp4

04:36

2. Creating the Paladin class.mp4

04:30

3. Creating the Paladin class - Solution.mp4

02:58

4. Creating the Mage class.mp4

02:37

5. Creating the Mage class - Solution.mp4

01:57

6. Creating the Warrior class.mp4

02:46

7. Creating the Warrior class - Solution.mp4

03:12

8. Add the project to your portfolio.mp4

01:39

25. How computers work

1. Basic computer architecture.mp4

07:47

2. What happens when you turn on your computer.mp4

03:24

3. Representing data digitally.html

4. File systems, folders and files.mp4

02:33

5. How programming languages work.mp4

05:04

6.1 terminal cheat sheet.pdf

6. Terminal cheat sheet.html

26. Preparing the environment (Mac)

1. Installing Python and VScode.mp4

02:48

2. First steps in VS code.mp4

03:55

3. Terminal overview.mp4

03:35

4. Filesystem navigation in Mac.mp4

12:33

27. Getting familiar with our local environment

1. Introduction to virtual environments.mp4

07:20

2. Installing packages with pip.mp4

08:34

3. VS code basics.mp4

13:49

4. Debugger.mp4

12:01

5. Imports.mp4

07:59

28. Argument parsing

1. Command-line arguments.mp4

02:04

2. Positional vs optional arguments.mp4

09:10

3. Advanced argument parsing.mp4

06:32

4. Boolean flags.mp4

03:18

29. Coding challenge #7 Number adding script

1. Introduction.mp4

01:41

2. Solution.mp4

03:56

30. File management in Python

1. File system manipulation.mp4

15:16

2. Create playlists.mp4

17:59

3. Advanced file operations.mp4

08:01

4. Execution control.mp4

05:49

31. Coding project #7 Note-taking application

1. Project overview.mp4

05:15

2. Append note function - Overview.mp4

00:40

3. Append note function - Solution.mp4

00:37

4. List notes function - Overview.mp4

00:55

5. List notes function - Solution.mp4

01:21

6. Delete Note function - Overview.mp4

01:13

7. Delete Note function - Solution.mp4

01:35

8. Main loop (part 1) - Overview.mp4

01:01

9. Main loop (part 1) - Solution.mp4

01:46

10. Main loop (part 2) - Overview.mp4

00:39

11. Main loop (part 2) - Solution.mp4

00:57

12. Main loop (part 3) - Solution.mp4

00:46

13. Main loop (part 3) - Solution.mp4

01:32

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

1. Project overview.mp4

03:09

2. Invoice class - Overview.mp4

00:53

3. Invoice class - Solution.mp4

00:51

4. Customer class - Overview.mp4

00:54

5. Customer class - Solution.mp4

00:42

6. Load customers function - Overview.mp4

01:03

7. Load customers function - Solution.mp4

02:06

8. Save customers function - Overview.mp4

00:35

9. Save customers function - Solution.mp4

01:05

10. Main loop (part 1) - Overview.mp4

01:10

11. Main loop (part 1) - Solution.mp4

00:54

12. Main loop (part 2) - Overview.mp4

00:48

13. Main loop (part 2) - Solution.mp4

02:09

14. Main loop (part 3) - Overview.mp4

00:36

15. Main loop (part 3) - Solution.mp4

00:53

16. Add CMS project to your portfolio.mp4

03:59

33. Turtle Graphics

1. Turtle basics - Part 1.mp4

05:48

2. Turtle basics - Part 2.mp4

01:11

3. Drawing basic shapes.mp4

04:00

4. Drawing patterns - Part 1.mp4

04:23

5. Drawing patterns - Part 2.mp4

02:32

6. Coding project #9 Lorenz attractor.mp4

12:21

34. Higher-order functions

1. Google Colab notebook to code along.html

2. How functions work in Python.mp4

03:33

3. Higher-order functions.mp4

05:43

4. Lambda functions.mp4

04:10

5. Map and filter functions.mp4

10:37

6. Sorted function.mp4

03:39

35. Comprehensions

1. List comprehensions.mp4

04:25

2. Set comprehensions.mp4

03:16

3. Dict comprehensions.mp4

03:06

4. Tuple comprehensions.mp4

03:01

36. Useful built-in functions

1. Built-in functions.mp4

03:10

2. Any and all functions.mp4

04:54

3. Enumerate, zip and reversed functions.mp4

06:32

37. Iterables, iterators and generators

1. Iterables.mp4

09:50

2. Iterators.mp4

07:49

3. Generators and generator expressions.mp4

13:07

38. Custom exceptions

1. Custom exceptions.mp4

08:24

39. Advanced Object-Oriented Programming

1. Abstract classes.mp4

18:33

2. Static and class methods.mp4

11:04

40. Image processing basics

1. Google Colab notebook to code along.html

2. How computers represent color.mp4

04:30

3. Introduction to PILPillow.mp4

08:39

4. Basic image manipulations.mp4

12:03

5. Color spaces and image modes.mp4

10:00

6. Image property manipulation.mp4

09:21

7. Manipulating pixels and regions.mp4

09:02

8. Drawing shapes and text on images.mp4

06:20

9. Image composition and masks.mp4

07:46

10. Color transformations.mp4

12:14

41. Coding project #11 Photo editor

1. Introduction.mp4

03:12

2. Solution walkthrough.mp4

21:30

Description

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

What You'll Learn?

Master the fundamentals of Python and many advanced features.
Create a stunning project portfolio to find your first job.
Automate repetitive tasks with Python programs.
Learn to build Python projects on different environments (VS Code, Cloud editors).
Build real-world projects from beginning to end and gain practical skills.
Master different ways to code in Python: procedural programming, object-oriented programming and more!
Create desktop applications like the ones you use every day.
Understand how computers run code, understand colors, etc, and develop a strong digital literacy.

Who is this for?

Complete programming beginners who want to get ready for their first job.

Developers transitioning to Python from other languages.

Intermediate programmers who want to level up their skills.

Students who want to develop practical Python skills (you will build many projects from scratch)

What You Need to Know?

No prior experience required. I'll teach you everything step by step.

More details

Description
This bootcamp teaches you everything you need to find your first job as a software developer from scratch. The bootcamp assumes no prior knowledge, as you will learn all the concepts step by step and put them into practice by implementing over 15 real-world programming projects from the ground up.
Upon completing the bootcamp, you will feel like writing Python code is second nature, and you will know how to intuitively translate your ideas into code. In addition to video lessons, the bootcamp offers a wide range of exercises, challenges, and coding projects.
Furthermore, as you build your programming projects, you will create a web portfolio that you can use to showcase your skills to prospective employers.
In conclusion, if you're looking for a bootcamp that will teach you the essential programming skills in 2023, look no further; this is the bootcamp for you.

The Bootcamp is divided in seven parts, described in the following outline:

Introduction to Python
Welcome module
First steps in Python
Coding challenge #1: Mad libs
Control flow
Coding challenge #2: Draw a "#" pyramid
Functions
Coding challenge #3: Fibonacci numbers
Hosting your web portfolio on GitHub
Coding project #1:Â Flowchart
Exceptions and debugging
Coding challenge #4: Program debugging
Data structures - Sequences
String operations
Coding project #2: Caesar cipher
Data structures - Sets and mappings
Coding project #3: Morse code
The Python Standard Library (STL)
Coding challenge #5:Â Random password generator
Coding challenge #6: Closest supermarket
Coding project #4: Tic-tac-toe

Fundamentals of Object-Oriented Programming (OOP)
Introduction to Object-Oriented Programming
Coding project #5: Grade tracker
Intermediate Object-Oriented Programming
Coding project #6: Role Playing Game (RPG)

Setting up our local environment
How computers work
Preparing the environment (Mac)
Preparing the environment (Windows)
Getting familiar with our local environment
Argument parsing
Coding challenge #7: Number adding script
File management in Python
Coding project #7: Note-taking application
Coding project #8: Customer Management System (CMS)

Graphical user interfaces in Python
Turtle Graphics
Tkinter

Intermediate Python
Higher-order functions
Comprehensions
Useful built-in functions
Iterables, iterators and generators
Custom exceptions
Advanced Object-Oriented Programming concepts

Image processing in Python
Image processing basics
Coding project #11: Photo editor

Data analytics in Python
Working with arrays of data using NumPy
Working with series and data tables with Pandas
Data visualization with Matplotlib and Seaborn

Who this course is for:
Complete programming beginners who want to get ready for their first job.
Developers transitioning to Python from other languages.
Intermediate programmers who want to level up their skills.
Students who want to develop practical Python skills (you will build many projects from scratch)

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Escape Velocity Labs

Instructor's Courses

Escape Velocity Labs offers courses in Artificial Intelligence and data science. The courses are designed to develop the student's practical skills and acquire the necessary knowledge to work in the field. The theory is taught in a simple but rigorous manner.The company was founded in 2019 and in addition to creating online training courses it offers consulting services in the area of Machine Learning to companies.

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