Complete Python Developer in 2021 Zero to Mastery

1. Introduction

1. Course Outline 00:05:57
2. Join Our Online Classroom! .html
3. Exercise Meet The Community .html

2. Python Introduction

1. What Is A Programming Language 00:06:24
2. Python Interpreter 00:07:04
2.1 python.org .html
3. How To Run Python Code 00:04:53
3.1 Glot.io .html
3.2 Repl.it .html
4. Note Jumping To Developer Environment .html
5. Our First Python Program 00:07:43
6. Latest Version Of Python 00:01:58
7. Python 2 vs Python 3 00:06:40
7.1 Python 2 vs Python 3 - another one .html
7.2 Python 2 vs Python 3 .html
7.3 The Story of Python .html
8. Why So Many Languages 00:04:14
8.1 List of Languages .html
9. Exercise How Does Python Work 00:02:09
10. ZTM Python Cheat Sheet .html
11. Python Developer Monthly .html
12. Endorsements On LinkedIN .html

3. Python Basics

1. Learning Python 00:02:05
2. Python Data Types 00:04:46
3. How To Succeed .html
4. Numbers 00:11:09
4.1 Floating point numbers .html
5. Math Functions 00:04:29
5.1 Math Functions in Python .html
6. DEVELOPER FUNDAMENTALS I 00:04:07
7. Operator Precedence 00:03:10
8. Exercise Operator Precedence .html
8.1 Exercise Repl .html
9. Optional bin() and complex 00:04:02
9.1 Base Numbers .html
10. Variables 00:13:12
10.1 Python Keywords .html
11. Expressions vs Statements 00:01:36
12. Augmented Assignment Operator 00:02:49
12.1 Exercise Repl .html
13. Strings 00:05:29
14. String Concatenation 00:01:16
15. Type Conversion 00:03:03
16. Escape Sequences 00:04:23
17. Formatted Strings 00:08:23
17.1 Exercise Repl .html
18. String Indexes 00:08:57
18.1 Exercise Repl .html
19. Immutability 00:03:13
20. Built-In Functions Methods 00:10:03
20.1 Python String Methods .html
20.2 Built in Functions .html
21. Booleans 00:03:21
22. Exercise Type Conversion 00:08:22
23. DEVELOPER FUNDAMENTALS II 00:04:42
23.1 Commenting Best Practices .html
24. Exercise Password Checker 00:07:21
25. Lists 00:05:01
26. List Slicing 00:07:48
26.1 Exercise Repl .html
27. Matrix 00:04:11
27.1 Exercise Repl .html
28. List Methods 00:10:28
28.1 List Methods .html
29. List Methods 2 00:04:24
29.1 Exercise Repl .html
29.2 Python Keywords .html
30. List Methods 3 00:04:52
31. Common List Patterns 00:05:57
31.1 Exercise Repl .html
32. List Unpacking 00:02:40
33. None 00:01:51
34. Dictionaries 00:06:20
35. DEVELOPER FUNDAMENTALS III 00:02:40
36. Dictionary Keys 00:03:37
37. Dictionary Methods 00:04:37
37.1 Dictionary Methods .html
38. Dictionary Methods 2 00:07:04
38.1 Exercise Repl .html
39. Tuples 00:04:46
40. Tuples 2 00:03:14
40.1 Tuple Methods .html
41. Sets 00:07:24
42. Sets 2 00:08:45
42.1 Exercise Repl .html
42.2 Sets Methods .html

4. Python Basics II

1. Breaking The Flow 00:02:34
2. Conditional Logic 00:13:17
3. Indentation In Python 00:04:38
4. Truthy vs Falsey 00:05:17
4.1 stackoverflow answer .html
5. Ternary Operator 00:04:14
6. Short Circuiting 00:04:02
7. Logical Operators 00:06:56
8. Exercise Logical Operators 00:07:47
9. is vs == 00:07:36
10. For Loops 00:07:01
11. Iterables 00:06:43
12. Exercise Tricky Counter 00:03:23
12.1 Solution Repl .html
13. range() 00:05:38
14. enumerate() 00:04:37
15. While Loops 00:06:28
16. While Loops 2 00:05:49
17. break continue pass 00:04:15
18. Our First GUI 00:08:48
18.1 Exercise Repl .html
18.2 Solution Repl .html
19. DEVELOPER FUNDAMENTALS IV 00:06:34
20. Exercise Find Duplicates 00:03:54
20.1 Solution Repl .html
21. Functions 00:07:41
22. Parameters and Arguments 00:04:24
23. Default Parameters and Keyword Arguments 00:05:40
24. return 00:13:11
25. Exercise Tesla .html
26. Methods vs Functions 00:04:33
27. Docstrings 00:03:47
28. Clean Code 00:04:38
29. args and kwargs 00:07:56
30. Exercise Functions 00:04:18
30.1 Solution Repl .html
31. Walrus Operator 00:07:15
31.1 Code Example .html
32. Scope 00:03:37
33. Scope Rules 00:06:55
34. global Keyword 00:06:13
35. nonlocal Keyword 00:03:21
35.1 Exercise Repl .html
36. Why Do We Need Scope 00:03:38
37. Python Exam Testing Your Understanding .html

5. Developer Environment

1. MAC - Python Install 00:04:23
1.1 Troubleshooting install .html
1.2 Python Install .html
2. WINDOWS - Python Install 00:04:01
2.1 Issues Click here .html
2.2 Python Install .html
3. WINDOWS - Get Terminal .html
4. LINUX - Python Install .html
4.1 Issues Click here .html
4.2 Python Install .html
5. Python Developer Tools 00:03:04
6. Sublime Text 00:05:47
6.1 Sublime Text .html
7. Quick Note Upcoming Video .html
8. Optional Terminal Commands 00:09:56
9. iTerm Setup .html
10. Using the Command LineTerminal 00:03:00
11. Visual Studio Code 00:07:29
11.1 Visual Studio Code .html
12. PyCharm 00:08:19
12.1 PyCharm .html
13. Code Formatting - PEP 8 00:05:26
14. Quick Note Jupyter Notebooks .html
15. Jupyter Notebooks 00:12:03
15.1 WINDOWS - Install Guide .html
15.2 MAC Install Guide .html
15.3 Linux Install Guide .html
16. Section Review 00:02:20

6. Advanced Python Object Oriented Programming

1. Note on Upcoming Sections .html
2. What Is OOP 00:05:46
2.1 Objects Repl .html
3. What is OOP Part 2 00:08:17
3.1 History of Programming Languages .html
3.2 Repl Code .html
4. Creating Our Own Objects 00:11:34
5. Attributes and Methods 00:09:12
6. init 00:02:52
7. Exercise Cats Everywhere .html
7.1 Solution Repl .html
7.2 Exercise Repl .html
8. @classmethod and @staticmethod 00:05:47
8.1 When To Use What .html
9. Reviewing What We Know So Far 00:02:09
10. DEVELOPER FUNDAMENTALS V 00:02:56
11. Encapsulation 00:05:51
12. Abstraction 00:04:48
13. Private vs Public Variables 00:05:20
14. Inheritance 00:09:27
15. Inheritance 2 00:04:12
16. Polymorphism 00:07:07
17. Exercise Pets Everywhere .html
17.1 Solution Repl .html
17.2 Exercise Repl .html
18. super() 00:05:02
19. Object Introspection 00:02:07
20. Dunder Methods 00:09:53
20.1 Exercise Repl .html
20.2 Dunder Methods .html
21. Exercise Extending List 00:05:00
21.1 Solution Repl .html
22. Multiple Inheritance 00:06:58
23. MRO - Method Resolution Order 00:08:31
23.1 MRO - Repl .html
23.2 MRO Algorithm .html

7. Advanced Python Functional Programming

1. Functional Programming 00:01:23
1.1 History of Programming Languages .html
2. What Is Functional Programming 00:03:01
3. Pure Functions 00:09:23
4. map() 00:06:30
5. filter() 00:04:23
6. zip() 00:03:28
7. reduce() 00:07:31
8. Exercises map filter zip reduce .html
8.1 Solution Repl .html
8.2 Exercise Repl .html
9. Lambda Expressions 00:07:45
10. Exercise Lambda Expressions 00:06:27
10.1 Solution Repl .html
11. List Comprehensions 00:08:37
12. Set and Dictionary Comprehension 00:06:26
13. Exercise Comprehensions 00:04:36
13.1 Exercise Repl .html
13.2 Solution Repl .html
14. We Still Have More To Go! .html

8. Advanced Python Decorators

1. Decorators 00:06:28
2. Higher Order Functions 00:02:11
3. Decorators 2 00:07:49
4. Decorators 3 00:06:09
5. Why Do We Need Decorators 00:08:42
5.1 Performance Decorator .html
6. Exercise @authenticated .html
6.1 Solution Repl .html
6.2 Exercise Repl .html

9. Advanced Python Error Handling

1. Errors in Python 00:06:11
1.1 Built in Exceptions .html
2. Error Handling 00:08:31
2.1 Built in Exceptions .html
3. Error Handling 2 00:06:01
4. Exercises Error Handling 00:04:57
5. Error Handling 3 00:03:06

10. Advanced Python Generators

1. Generators 00:04:57
2. Generators 2 00:10:30
3. Generators Performance 00:04:33
3.1 Generators Repl .html
4. Under The Hood Of Generators 00:09:15
4.1 Lesson Code .html
5. Exercise Fibonacci Numbers 00:08:46
5.1 Solution Repl .html
6. Python Exam Testing Your Understanding .html
7. 100 Python Exercises .html

11. Modules In Python

1. Modules In Python 00:11:47
2. Packages In Python 00:10:45
3. Different Ways To Import 00:07:03
4. name 00:08:52
5. Python Built-in Modules 00:11:08
5.1 Python Modules index .html
6. Python Built-in Modules 2 00:06:05
7. Exercise Guessing Game 00:12:29
7.1 Solution Repl .html
8. Python Package Index 00:07:13
8.1 httpspypi.org .html
9. pip install 00:09:28
9.1 Installing pip .html
10. Virtual Environments 00:07:07
11. Useful Modules 00:10:08
12. Interesting Tidbit Python Dictionaries .html
13. Useful Modules 2 00:06:15
13.1 List vs Array .html
14. DEVELOPER FUNDAMENTALS VI 00:02:16

12. Debugging In Python

1. How To Debug Code 00:13:28
1.1 pdb .html

13. File IO

1. Working With Files In Python 00:08:32
2. Read Write Append 00:07:23
3. File Paths 00:06:53
3.1 Pathlib .html
4. File IO Errors 00:02:23
5. Exercise Translator 00:09:55

14. Regular Expressions

1. Regular Expressions 00:08:23
2. Regular Expressions 2 00:08:01
2.1 Python RegEx .html
3. Exercises Interactive RegEx .html
4. Regular Expressions 3 00:07:33
5. Exercise Password Validation 00:05:52
6. Exercise Password Validation 2 .html
6.1 Solution Repl .html

15. Testing In Python

1. Testing Introduction 00:05:31
2. Unittest 00:11:03
3. Writing Unit Tests 00:08:06
4. Writing Unit Tests 2 00:06:01
4.1 Code Repl .html
5. Exercise Testing 00:14:03
5.1 Exercise Repl .html
5.2 Solution Repl .html

16. Career Of A Python Developer

1. Python Careers 00:04:02
2. Endorsements On LinkedIn .html
3. Quick Note Upcoming Video .html
4. What If I Dont Have Enough Experience 00:15:03
5. Learning Guideline .html
6. Now What 00:05:03

17. Scripting with Python

1. Section Overview 00:01:30
2. What Is Image Processing 00:03:43
3. DEVELOPER FUNDAMENTALS VII 00:03:08
3.1 Python Imaging Library Wiki .html
4. Images With Python 00:08:45
4.1 PILLOW .html
4.2 bulbasaur .jpg
4.3 pikachu .jpg
4.4 charmander .jpg
4.5 squirtle .jpg
5. Images With Python 2 00:05:14
6. Images With Python 3 00:04:56
6.1 astro .jpg
7. Exercise JPG to PNG Pokedex Converter 00:05:42
8. Quick Note Github .html
9. Solution JPG to PNG Pokedex Converter 00:11:31
9.1 Project Code .html
10. OpenCV 00:01:28
11. PDFs With Python 00:12:08
11.1 twopage .pdf
11.2 dummy .pdf
11.3 wtr .pdf
12. Exercise PDF Merger 00:04:54
13. Exercise Watermarker 00:02:17
13.1 wtr .pdf
13.2 dummy .pdf
13.3 super .pdf
13.4 twopage .pdf
14. Solution Watermarker 00:07:19
14.1 Project Code .html
15. Sending Emails With Python 00:04:49
15.1 What is SMTP .html
15.2 Email Module Legacy .html
15.3 Email Module .html
16. Quick Note Google Security Updates .html
17. Sending Emails With Python 2 00:08:00
18. Sending Emails With Python 3 00:08:40
18.1 Pathlib vs os.path .html
18.2 Project Code .html
18.3 index .html
19. Password Checker Project 00:02:53
20. How Hackers Work 00:04:42
21. Password API 00:08:09
21.1 SHA1 generator .html
21.2 requests module .html
21.3 Pwned Passwords .html
22. Quick Note Upcoming Video .html
23. Optional Hash Function 00:05:56
24. Password Checker 00:09:52
25. Password Checker 2 00:08:36
26. Password Checker 3 00:06:50
27. Password Checker 4 00:03:13
27.1 Project Code .html
28. Quick Note Twitter API Approval .html
29. Twitter API 00:03:54
30. Our First Twitter Bot 00:06:48
30.1 Tweepy Documentation .html
31. Our First Twitter Bot 2 00:07:56
32. Our First Twitter Bot 3 00:01:29
33. Our First Twitter Bot 4 00:07:08
33.1 Project Code .html
34. SMS With Python 00:03:08
34.1 Twilio .html
35. SMS With Python 2 00:01:29
36. SMS With Python 3 00:06:45

18. Scraping Data with Python

1. Web Scraping Introduction 00:04:47
1.1 Web Scraping Use Cases .html
2. Web Scraping and APIs 00:09:10
3. How Googlebot Works 00:04:30
4. Our Hacker News Project 00:03:26
5. Requesting Data 00:05:19
6. BeautifulSoup Basics 00:06:39
6.1 BeautifulSoup Documentation .html
7. BeautifulSoup Selectors 00:07:36
7.1 Selectors .html
8. Hacker News Project 00:08:33
9. Hacker News Project 2 00:07:10
9.1 pprint .html
10. Hacker News Project 3 00:05:14
11. Solution Hacker News Project 3 00:04:03
11.1 scrape .py
12. What To Do Next With Scraping 00:03:31
12.1 Scrapy .html

19. Web Development with Python

1. Section Overview 00:01:32
2. How Websites Work 00:08:13
3. How Websites Work 2 00:04:31
4. Building Our First Server 00:09:23
4.1 project files .zip
5. Setting Up Flask 00:09:47
5.1 Flask Documentation .html
5.2 Virtual Environments Refresher .html
5.3 venv documentation .html
5.4 Where your files should be in relation to the venv files .html
6. Building A Flask Server 00:10:41
6.1 Flask Quickstart .html
7. Flask Templates 00:08:07
7.1 Flask Templates .html
8. Flask Static Files 00:03:43
8.1 Flask Static Files .html
9. Favicon 00:03:04
9.1 Flask Favicon .html
10. Templating Engine 00:03:54
10.1 Jinja .html
10.2 url for .html
11. URL Parameters 00:06:45
11.1 Variable Rules .html
12. MIME Types 00:05:21
12.1 MIME Types .html
13. Building A Portfolio 00:09:10
13.1 Mashup Templates .html
14. FREE HTML Templates .html
15. Building A Portfolio 2 00:06:46
16. Building A Portfolio 3 00:07:11
17. Building A Portfolio 4 00:06:40
17.1 Flask Request Data .html
18. HTML Forms .html
19. Building A Portfolio 5 00:10:01
20. Building A Portfolio 6 00:07:07
21. Building A Portfolio 7 00:11:00
21.1 csv module .html
22. Quick Fix newline .html
23. Quick Note About Databases 00:02:15
24. Upcoming Video .html
25. Optional How Databases Work 00:10:54
26. Building A Portfolio 8 00:14:54
26.1 Python Anywhere with Flask .html
26.2 Portfo project link .html
26.3 How requirements.txt and pip freeze works .html
27. Building A Portfolio 9 00:06:54
27.1 Project Link .html
28. Bonus Exercise Customize Your Portfolio .html

20. AutomationTesting

1. Section Overview 00:01:49
2. Selenium Introduction 00:10:10
2.1 Selenium with Python .html
3. Selenium Basics 00:11:47
3.1 Selenium with Python Cheat Sheet .html
3.2 Selenium Testground .html
3.3 Selenium with Python .html
4. Selenium Basics 2 00:10:51
5. Selenium Basics 3 00:06:13

21. Machine Learning Data Science

1. Section Overview 00:02:38
2. AIMachine LearningData Science 00:03:44
3. How Machine Learning Works 00:05:53
4. History Of Data 00:04:39
5. Types of Machine Learning 00:04:53
6. Machine Learning 101 00:08:48
6.1 Facebook Machine Learning .html
6.2 ML Steps .html
7. Tools In Machine Learning 00:06:07
7.1 Kaggle .html
8. Data Science 1 00:09:56
8.1 data .csv
8.2 Pandas Cheatsheet .html
8.3 Pandas CheatSheet from Video .html
8.4 Kaggle Fifa Data .html
9. Data Science 2 00:10:48
9.1 stackoverflow answer .html
10. Data Science 3 00:12:30
10.1 Seaborn .html
10.2 Bokeh .html
10.3 Jupyter Notebook - Soccer .html
11. Machine Learning 1 00:12:03
11.1 Iris Dataset Wiki .html
11.2 scikit-learn .html
12. Machine Learning 2 00:06:15
12.1 Nearest Neighbors .html
13. Optional K Nearest Neighbour .html
14. Machine Learning 3 00:05:53
15. Machine Learning 4 00:03:08
16. Machine Learning 5 00:05:35
16.1 Joblib Module .html
17. Machine Learning 6 00:04:28
17.1 Jupyter Notebook - Iris .html
18. Exercise ReallySmartBrain 00:13:55
18.1 house .jpg
18.2 brain .py
18.3 godzilla .jpg
18.4 ImageAI .html
18.5 giraffe .jpg
19. My Favourite Machine Learning Resource .html

22. Where To Go From Here

1. Become An Alumni .html
2. Thank You 00:01:27
3. Contribute To The Cheat Sheet! .html

23. Bonus Extra Bits

1. Quick Note Upcoming Videos .html
2. CWD Git Github 00:17:40
3. Github Update Master -- Main .html
4. CWD Git Github 2 00:16:52
5. Contributing To Open Source 00:14:44
5.1 get started guidelines .html
5.2 ZTM Github Projects .html
6. Contributing To Open Source 2 00:09:42
7. Exercise Contribute To Open Source .html
8. Coding Challenges .html
9. Quick Note Upcoming Videos .html
10. JTS Learn to Learn 00:01:59
11. JTS Start With Why 00:02:43
12. Quick Note Next Video .html
13. My Terminal Setup 00:06:36
13.1 Useful bash prompts .html
14. My Terminal Setup 2 .html
15. AMA - 1000 Students!! 00:19:03
16. AMA - 100000 Students!! 00:38:30

24. Bonus HTML Forms

1. Quick Note Upcoming Videos .html
2. HTML Forms 00:10:59
3. HTML Forms 2 00:03:13
4. Submitting A Form 00:08:22

25. BONUS SECTION

1. Bonus Lecture .html

Complete Python Developer in 2021 Zero to Mastery
How to become a Python 3 Developer and get hired! Build 12+ projects, learn Web Development, Machine Learning + more
Created by	Andrei Neagoie
Language	English

Complete Python Developer in 2021 Zero to Mastery
How to become a Python 3 Developer and get hired! Build 12+ projects, learn Web Development, Machine Learning + more
Created by	Andrei Neagoie
Language	English