Certainly! Here is a revised 30-day roadmap that includes all the content, with more content allocated to the earlier days to lighten the load in the later days:
### Day 1: Introduction to Python
- **Introductions**
- Instructor Introductions
- Course Introduction
- **What is Python?**
- What is Python?
- What is Python Used For?
- **Installing Python and Jupyter Notebooks**
- [Downloading python (setup for windows, mac and linux)](https://youtu.be/YYXdXT2l-Gg?si=I8c3QO53HOePNgc4)
- Downloading and Installing Jupyter Notebooks
- Jupyter Notebook UI Walkthrough
- Using Jupyter Notebook on VSCode
### Day 2: Python Variables
- **Variables**
- Variables Intro
- Variables + Expressions
- Alex's Love (Exercise)
- Assigning Multiple Values + Concatenation
- Variable Naming Best Practices
- Slicing Variables
- Practice Slicing Variable (Exercise)
- Variable Thought Experiment (Exercise)
### Day 3: Data Types - Part 1
- **Data Types**
- Data Types Introduction
- Numbers
- Boolean
### Day 4: Data Types - Part 2
- **Data Types**
- Strings
- Lists
### Day 5: Data Types - Part 3
- **Data Types**
- Tuples
- Sets
### Day 6: Data Types - Part 4
- **Data Types**
- Dictionaries
- Converting Data Types
### Day 7: Operators - Part 1
- **Operators**
- Operators Introduction
- Comparison Operators
- Keep it PG (Exercise)
- Arithmetic Operators
- Profit (Exercise)
- Logical Operators
### Day 8: Operators - Part 2
- **Operators**
- Membership Operators
- Assignment Operators
- Advanced: Identity and Bitwise Operators
### Day 9: Statements - Part 1
- **Statements**
- Statements Introduction
- If Else Statements
- Tall Man Logic (Exercise)
- Nested If Else Statements
### Day 10: Statements - Part 2
- **Statements**
- For Loops
- Nested For Loops
- Good Grade Bad Grade (Exercise)
### Day 11: Statements - Part 3
- **Statements**
- While Loops
- Nested While Loops
- Break, Continue, Else, Pass
- Hot Temperature! (Exercise)
### Day 12: Statements - Part 4
- **Statements**
- List Comprehension
- Number Checker (Exercise)
### Day 13: Project 1
- **Project 1 - Unit of Measurement Converter**
### Day 14: Functions - Part 1
- **Functions**
- Functions Introduction
- First Function + Passing Arguments
- Profit Margin (Exercise)
### Day 15: Functions - Part 2
- **Functions**
- Adding Docstrings
- Default and Arbitrary Arguments
- Summer? Sum Machine? Sumction? (Exercise)
### Day 16: Functions - Part 3
- **Functions**
- Keyword and Arbitrary Keyword Arguments
- Lambda Functions
- Print vs Return in Functions
### Day 17: Built-in modules
- **Importing**
- [Importing modules and exploring the standard library](https://youtu.be/CqvZ3vGoGs0?si=DVIYKw7vuk-pKSF6)
- [OS Module - use underlyding operating system functionality](https://youtu.be/tJxcKyFMTGo?si=K74iWOcXg9uTcK9r)
### Day 18: Built-In Functions - Part 1
- **Built-In Functions**
- Input, Enumerate, and Append
- Len
- Range
- Slice
- Round
### Day 19: Built-In Functions - Part 2
- **Built-In Functions**
- Format
- Strip
- Replace
- Join
### Day 20: Variable Scope
- **Variable scopes**
- [Variable scope - understanding the LEGB rule and global/nonlocal statements](https://youtu.be/QVdf0LgmICw?si=tiMHxV1pmCuqe2wi)
### Day 21: Project 2
- **Project 2 - Calculator**
### Day 22: Working with Files - Part 1
- **Working with Files**
- Creating a File
- Reading, Writing, and Closing Files
- Context Managers
- Bonus: [Implementing context manager](https://youtu.be/-aKFBoZpiqA?si=YcS0vyreWcEKjnbW)
### Day 23: Working with Files - Part 2
- **Working with Files**
- Writing and Appending in a File
- Creating a Folder
- Copying and Moving Files
### Day 24: CSV Module
- **Working with CSV Module**
- [How to read, parse, and write CSV files](https://youtu.be/q5uM4VKywbA?si=asxk0bxSEFM1e3mE)
- Bonus: [Real World example: Parsing names from a CSV to and HTML list](https://youtu.be/bkpLhQd6YQM?si=oImrkm05aUjQ25Sd)
### Day 25: Project 3
- **Project 3 - Automatic File Sorter**
### Day 26: Handling Errors and Exceptions
- **Handling Errors and Exceptions**
- Try Except Introduction
- Try Except Basics
- Try Except with Files
### Day 27: Virtual environment
- **VENV - How to use virtual environments**
- [Venv for Mac & Linux](https://youtu.be/Kg1Yvry_Ydk?si=5a6n9kj5hc61a7tC)
- [Venv for windows](https://youtu.be/APOPm01BVrk?si=UyIq3bKRZ4tVadAu)
### Day 28: Web Scraping - Part 1
- **Web Scraping**
- Web Scraping Introduction
- HTML Basics and Inspecting a Web Page
- BeautifulSoup and Requests
- Bonus: [Request web pages, download images, read JSON and more](https://youtu.be/tb8gHvYlCFs?si=wn70-t2wfSCdrVj1)
### Day 29: Web Scraping - Part 2
- **Web Scraping**
- Tags, Variable Strings, and Attributes
- Find and Find All
- Getting Text from a Website
- Scraping Data from a Real Website
### Day 30: Project 4
- **Project 4 - Automated Crypto Web Scraper**
- Automated Crypto Web Scraper Project
### Day 31: Regular Expressions - Part 1
- **Regular Expression**
- Regular Expression Introduction
- Re Module + Regex Methods
- Regex Character Classes
- Regex Metacharacters
- Find the Numbers (Exercise)
### Day 32: Regular Expressions - Part 2
- **Regular Expression**
- Match Object Methods
- Regex Modifiers
- Regex Use Cases
- Area Codes (Exercise)
### Day 33: Regular Expressions - Part 3 and Project 5
- **Project 5 - Web Scraper + Regular Expression**
- Web Scraper + Regular Expression Project
### Advanced list
- Object Oriented Programming (OOP) in Python
- Decorators
- Logging
- Unit testing
- Working with databases
- Automate tasks with selenium
- Structuring a python project
- Packaging a python and push to PyPi
- Type hinting
- Environment variables
- Working with subprocesses and threads
- Calling a C++ library from python
- Creating asynchronous tasks with Celery
- Managing Multiple Python Versions With pyenv
- Shallow vs deep copying of python objects
- Documentation frameworks
- Essential design pattern for data engineering: Write-Audit-Publish
This plan ensures that the heavier content is allocated earlier in the course, allowing for lighter days towards the end while including all the necessary content and exercises.