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.