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:
https://youtu.be/dHANJ4l6fwA
⭐ Functions:
https://youtu.be/aftw0WX4oCc
⭐ Classes and Objects:
https://youtu.be/f0TrMH9s-VE
⭐ Forest of Objects Code Along - Practice Classes:
https://youtu.be/-LsuiVGO-88
⭐ Basic Guide to Pandas - All you need to know!:
https://youtu.be/zN2Hua6oII0
⭐ Ultimate Guide to NumPy Arrays:
https://youtu.be/lLRBYKwP8GQ
⭐ Ultimate Guide to NumPy Operations:
https://youtu.be/E1IPJOd7dWQ
⭐ Graphs with Pandas:
https://youtu.be/P4F3PzCMrtk
⭐ Graphs with Pandas and Matplotlib:
https://youtu.be/MJ1945J_W0c
⭐ Train Basic Neural Network with Numpy and Pandas ONLY!
https://youtu.be/xpPX3fBM9dU
⭐ Machine Learning Databases with Pytorch:
https://youtu.be/8z2oLfK2sIc
⭐ Web Scraping Linkedin with Selenium:
https://youtu.be/7aIb6iQZkDw
⭐ Web Scraping with Beautiful Soup:
https://youtu.be/ySNSY7iiBDY
⭐ Simple Greeting App with Kivy:
https://youtu.be/YDp73WjNISc
⭐ Simple Mobile App with KivyMD:
https://youtu.be/ah3JeHAfM0M
⭐ Web Application with Flask:
https://youtu.be/6plVs_ytIH8
⭐ Extract Text from PDF with Tkinter:
https://youtu.be/itRLRfuL_PQ
⭐ Trivia Game with PyQt5:
https://youtu.be/9iZLDnW_vwU
