Course Curriculum
Introduction
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Python Introduction
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- What Is A Programming Language? (6:24)
- Python Interpreter (14:08)
- How To Run Python Code (9:46)
- Note: Jumping To Developer Environment
- Our First Python Progam (7:43)
- Latest Version Of Python (3:40)
- Python 2 vs Python 3 (13:21)
- Why So Many Languages? (4:14)
- Exercise: How Does Python Work? (2:09)
- ZTM Python Cheat Sheet
- Python Developer Monthly
- Let's Have Some Fun (+ Free Resources)
Python Basics
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- Learning Python (2:05)
- Python Data Types (4:46)
- How To Succeed
- Numbers (11:09)
- Math Functions (4:29)
- DEVELOPER FUNDAMENTALS: I (4:07)
- Operator Precedence (3:10)
- Exercise: Operator Precedence
- Optional: bin() and complex (4:02)
- Endorsements On LinkedIn
- Variables (13:12)
- Expressions vs Statements (1:36)
- Augmented Assignment Operator (2:49)
- Strings (5:29)
- String Concatenation (1:16)
- Type Conversion (3:03)
- Escape Sequences (4:23)
- Formatted Strings (8:23)
- String Indexes (8:57)
- Immutability (3:13)
- Built-In Functions + Methods (10:03)
- Booleans (3:21)
- Exercise: Type Conversion (8:22)
- DEVELOPER FUNDAMENTALS: II (4:42)
- Exercise: Password Checker (7:21)
- Lists (5:01)
- List Slicing (7:48)
- Matrix (4:11)
- List Methods (10:28)
- List Methods 2 (4:24)
- List Methods 3 (4:52)
- Common List Patterns (5:57)
- List Unpacking (2:40)
- None (1:51)
- Dictionaries (6:20)
- DEVELOPER FUNDAMENTALS: III (2:40)
- Dictionary Keys (3:37)
- Dictionary Methods (4:37)
- Dictionary Methods 2 (7:04)
- Tuples (4:46)
- Tuples 2 (3:14)
- Sets (7:24)
- Sets 2 (8:45)
- Unlimited Updates
Python Basics 2
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- Breaking The Flow (2:34)
- Conditional Logic (13:17)
- Indentation In Python (4:38)
- Truthy vs Falsey (5:17)
- Ternary Operator (4:14)
- Short Circuiting (4:02)
- Logical Operators (6:56)
- Exercise: Logical Operators (7:47)
- is vs == (7:36)
- For Loops (7:01)
- Iterables (6:43)
- Exercise: Tricky Counter (3:23)
- range() (5:38)
- enumerate() (4:37)
- While Loops (6:28)
- While Loops 2 (5:49)
- break, continue, pass (4:15)
- Our First GUI (8:48)
- DEVELOPER FUNDAMENTALS: IV (6:34)
- Exercise: Find Duplicates (3:54)
- Functions (7:41)
- Parameters and Arguments (4:24)
- Default Parameters and Keyword Arguments (5:40)
- return (13:11)
- Exercise: Tesla
- Methods vs Functions (4:33)
- Docstrings (3:47)
- Clean Code (4:38)
- *args and **kwargs (7:56)
- Exercise: Functions (4:18)
- Walrus Operator (7:15)
- Scope (3:37)
- Scope Rules (6:55)
- global Keyword (6:13)
- nonlocal Keyword (3:21)
- Why Do We Need Scope? (3:38)
- Python Exam: Testing Your Understanding
- Course Check-In
Developer Environment
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- MAC - Python Install (4:23)
- WINDOWS - Python Install (4:01)
- WINDOWS - Get Terminal
- LINUX - Python Install
- Python Developer Tools (3:04)
- Sublime Text (11:35)
- Resources: Customizing Sublime Text 4
- Quick Note: Upcoming Video
- Optional: Terminal Commands (9:56)
- iTerm Setup
- Using the Command Line/Terminal (3:00)
- Visual Studio Code (7:29)
- PyCharm (8:19)
- Code Formatting - PEP 8 (5:26)
- Quick Note: Jupyter Notebooks
- Jupyter Notebooks (12:03)
- Section Review (2:20)
- Implement a New Life System
Advanced Python: Object Oriented Programming
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- Note on Upcoming Sections
- What Is OOP? (5:46)
- What is OOP? Part 2 (8:17)
- Creating Our Own Objects (11:34)
- Attributes and Methods (9:12)
- __init__ (2:52)
- Exercise: Cats Everywhere
- @classmethod and @staticmethod (5:47)
- Reviewing What We Know So Far (2:09)
- DEVELOPER FUNDAMENTALS: V (2:56)
- Encapsulation (5:51)
- Abstraction (4:48)
- Private vs Public Variables (5:20)
- Inheritance (9:27)
- Inheritance 2 (4:12)
- Polymorphism (7:07)
- Exercise: Pets Everywhere
- super() (5:02)
- Object Introspection (2:07)
- Dunder Methods (9:53)
- Exercise: Extending List (5:00)
- Multiple Inheritance (6:58)
- MRO - Method Resolution Order (8:31)
Advanced Python: Functional Programming
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- Functional Programming (1:23)
- What Is Functional Programming? (3:01)
- Pure Functions (9:23)
- map() (6:30)
- filter() (4:23)
- zip() (3:28)
- reduce() (7:31)
- Exercises: map, filter, zip, reduce
- Lambda Expressions (7:45)
- Exercise: Lambda Expressions (6:27)
- List Comprehensions (8:37)
- Set and Dictionary Comprehension (6:26)
- Exercise: Comprehensions (4:36)
- Exercise: Imposter Syndrome (2:55)
- We Still Have More To Go!
Advanced Python: Decorators
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Advanced Python: Error Handling
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Advanced Python: Generators
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Modules In Python
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- Modules In Python (11:47)
- Packages In Python (10:45)
- Different Ways To Import (7:03)
- __name__ (8:52)
- Python Built-in Modules (11:08)
- Python Built-in Modules 2 (6:05)
- Exercise: Guessing Game (12:29)
- Python Package Index (7:13)
- pip install (9:28)
- Virtual Environments (7:07)
- Useful Modules (10:08)
- Interesting Tidbit: Python Dict
- Useful Modules 2 (6:15)
- DEVELOPER FUNDAMENTALS: VI (2:16)
Debugging In Python
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File I/O
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Regular Expressions
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Testing In Python
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Career Of A Python Developer
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Scripting With Python
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- Section Overview (1:30)
- What Is Image Processing? (3:43)
- DEVELOPER FUNDAMENTALS: VII (3:08)
- Images With Python (8:45)
- Images With Python 2 (5:14)
- Images With Python 3 (4:56)
- Exercise: JPG to PNG Pokedex Converter (5:42)
- Quick Note: Github
- Solution: JPG to PNG Pokedex Converter (11:31)
- OpenCV (1:28)
- Quick Note: Upcoming Lecture
- PDFs With Python (12:08)
- Exercise: PDF Merger (4:54)
- Exercise: Watermarker (2:17)
- Solution: Watermarker (7:19)
- Sending Emails With Python (4:49)
- Quick Note: Google Security Updates
- Sending Emails With Python 2 (8:00)
- Sending Emails With Python 3 (8:40)
- Password Checker Project (2:53)
- How Hackers Work (4:42)
- Password API (8:09)
- Quick Note: Upcoming Video
- Optional: Hash Function (5:56)
- Password Checker (9:52)
- Password Checker 2 (8:36)
- Password Checker 3 (6:50)
- Password Checker 4 (3:13)
- Quick Note: Twitter API Approval
- Twitter API (3:54)
- Quick Note: Tweepy API
- Our First Twitter Bot (6:48)
- Our First Twitter Bot 2 (7:56)
- Our First Twitter Bot 3 (1:29)
- Our First Twitter Bot 4 (7:08)
- SMS With Python (3:08)
- SMS With Python 2 (1:29)
- SMS With Python 3 (6:45)
- Ntfy Fun
Scraping Data with Python
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- Web Scraping Introduction (4:47)
- Web Scraping and APIs (9:10)
- How Googlebot Works (4:30)
- Our Hacker News Project (3:26)
- Requesting Data (5:19)
- BeautifulSoup Basics (6:39)
- Quick Note: .storylink to .titleline
- BeautifulSoup Selectors (7:36)
- Hacker News Project (8:33)
- Hacker News Project 2 (7:10)
- Hacker News Project 3 (5:14)
- Solution: Hacker News Project 3 (4:03)
- What To Do Next With Scraping? (3:31)
Web Development with Python
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- Section Overview (1:32)
- How Websites Work (8:13)
- How Websites Work 2 (4:31)
- Building Our First Server (9:23)
- Setting Up Flask (9:47)
- Building A Flask Server (10:41)
- Flask Templates (8:07)
- Flask Static Files (3:43)
- Favicon (3:04)
- Templating Engine (3:54)
- URL Parameters (6:45)
- MIME Types (5:21)
- Files Needed for Next Video
- Building A Portfolio (9:10)
- FREE HTML Templates
- Building A Portfolio 2 (6:46)
- Building A Portfolio 3 (7:11)
- Building A Portfolio 4 (6:40)
- HTML Forms
- Building A Portfolio 5 (10:01)
- Building A Portfolio 6 (7:07)
- Building A Portfolio 7 (11:00)
- Quick Fix: newline
- Quick Note About Databases (2:15)
- Upcoming Video
- Optional: How Databases Work (10:54)
- Building A Portfolio 8 (14:54)
- Building A Portfolio 9 (6:54)
- Bonus Exercise: Customize Your Portfolio
Automation/Testing
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Machine Learning + Data Science
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- Section Overview (2:38)
- AI/Machine Learning/Data Science (3:44)
- How Machine Learning Works (5:53)
- History Of Data (4:39)
- Types of Machine Learning (4:53)
- Machine Learning 101 (8:48)
- Tools In Machine Learning (6:07)
- Data Science 1 (9:56)
- Data Science 2 (10:48)
- Data Science 3 (12:30)
- Machine Learning 1 (12:03)
- Machine Learning 2 (6:15)
- Machine Learning 3 (5:53)
- Optional: K Nearest Neighbour
- Machine Learning 4 (3:08)
- Quick Note: Joblib Update
- Machine Learning 5 (5:35)
- Machine Learning 6 (4:28)
- Exercise: ReallySmartBrain (13:55)
- My Favourite Machine Learning Resources
Where To Go From Here?
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Bonus: Extra Bits
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- Quick Note: Upcoming Videos
- CWD: Git + Github (17:40)
- Github Update: Master --> Main
- CWD: Git + Github 2 (16:52)
- Contributing To Open Source (14:44)
- Contributing To Open Source 2 (9:42)
- Exercise: Contribute To Open Source
- Coding Challenges
- Quick Note: Upcoming Videos
- JTS: Learn to Learn (1:59)
- JTS: Start With Why (2:43)
- Quick Note: Next Video
- My Terminal Setup (6:36)
- My Terminal Setup 2
- AMA - 1,000 Students!! (19:03)
- AMA - 100,000 Students!! (38:30)
Bonus: HTML Forms
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