Python Learning Roadmap for Beginners - This is how I learned! - Vlog 4

Published: 15 November 2021
on channel: Python Simplified
102,345
4.9k

In this vlog, I will share my roadmap of learning Python along with examples and links to some relevant tutorials on my channel! 🙂
Please keep in mind that I didn't cover all the topics just yet... so an official fancy roadmap tutorial will follow! this one is just a warm-up, but I'm sure you will find it helpful as well, especially if you're not sure which topics to tackle first! 😵😵😵

⏰ TIMESTAMPS ⏰
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00:00 - big thank you to Mike for requesting this video! 😀
00:18 - data types and variables
01:25 - methods and operators
02:04 - control flow operations
02:40 - functions
03:03 - classes
03:57 - Numpy, Pandas, Matplotlib
04:31 - advanced Python libraries
05:19 - learning tips and motivation! 💪

📺 TUTORIAL LINKS 📺
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⭐ For Loops:
   • Python For Loops - Programming for Be...  
⭐ Functions:
   • Learn Python Functions - Quick Python...  
⭐ Classes and Objects:
   • Python Classes and Objects - OOP for ...  
⭐ Forest of Objects Code Along - Practice Classes:
   • Draw a Forest of Random Tree Objects ...  
⭐ Basic Guide to Pandas - All you need to know!:
   • Basic Guide to Pandas! Tricks, Shortc...  
⭐ Ultimate Guide to NumPy Arrays:
   • Ultimate Guide to NumPy Arrays - VERY...  
⭐ Ultimate Guide to NumPy Operations:
   • NumPy Operations - Ultimate Guide to ...  
⭐ Graphs with Pandas:
   • Professional Pandas Line Graph Plot i...  
⭐ Graphs with Pandas and Matplotlib:
   • Plotting Google Trends Graphs with Ma...  
⭐ Train Basic Neural Network with Numpy and Pandas ONLY!
   • Train Basic Neural Network with Numpy...  
⭐ Machine Learning Databases with Pytorch:
   • Machine Learning Databases and How to...  
⭐ Web Scraping Linkedin with Selenium:
   • LinkedIn Contacts Automation with Sel...  
⭐ Web Scraping with Beautiful Soup:
   • Web Scraping with Beautiful Soup - Ma...  
⭐ Simple Greeting App with Kivy:
   • Simple Python App with Kivy - Step by...  
⭐ Simple Mobile App with KivyMD:
   • Mobile App with KivyMD - Python GUI f...  
⭐ Web Application with Flask:
   • Simple Web App with Flask and Heroku ...  
⭐ Extract Text from PDF with Tkinter:
   • Create a GUI app with Tkinter - Step ...  
⭐ Trivia Game with PyQt5:
   • Create GUI App with PyQt5 - PART 1  


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