Python | Machine Learning | Coding | R
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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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πŸ“Œ 4 GitHub Repositories Every Python Developer Should Bookmark

Looking to sharpen your skills and explore high-quality open-source resources? These curated repositories will boost your Python journey:

⬇️ Explore These Resources

➀ Algorithms in Python
1️⃣ All major algorithms implemented in Python
πŸ”— https://lnkd.in/e7v6bkq

➀ Python Cheat Sheet
2️⃣ Handy reference for Python 3 developers
πŸ”— https://lnkd.in/dzkMSwXz

➀ System Design
3️⃣ Learn scalable backend architecture fundamentals
πŸ”— https://lnkd.in/egCaujBF

➀ Django Resources
4️⃣ Curated list for Django backend development
πŸ”— https://lnkd.in/d4K-9vg3

πŸŽ“ Top Python & Backend Courses

πŸ”— Microsoft Python Development Professional Certificate
https://lnkd.in/dDXX_AHM

πŸ”— Google IT Automation with Python
https://lnkd.in/dG67Y8nK

πŸ”— Meta Data Analyst Professional Certificate
https://lnkd.in/dbqX77F2

πŸ”— IBM AI Developer Professional Certificate
https://lnkd.in/dZBS2KYX

https://t.me/CodeProgrammer 🩷
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Released Real-Time Voice Cloning utility

Which clones speech and reproduces any phrases with your intonation in just a few seconds of recording.

It runs on #Python, generates speech in real time, and is completely local, no clouds or restrictions. 🫠

🌟 GitHub: https://github.com/CorentinJ/Real-Time-Voice-Cloning

πŸ‘‰  https://t.me/CodeProgrammer
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Gradient Boosting for Regression Notes.pdf
6.4 MB
πŸ“ Gradient Boosting for Regression Notes

βœ”οΈ In these notes, you will learn when to use gradient boosting, why it is a more cost-effective choice, and how to implement it correctly; so that your predictions are more accurate and your decisions more professional.

https://t.me/CodeProgrammer πŸ’š
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Want to create SQL databases visually? πŸ”₯

Try this online tool that allows you to design and model databases using a convenient drag-and-drop interface.

It helps reinforce SQL knowledge, better understand relationships between tables, and work without installing software or registering.

The tool is completely free and open source, and also supports importing and exporting SQL code.

website: https://www.drawdb.app/


πŸ‘‰ https://t.me/CodeProgrammer
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πŸ’― Use Kaggle like a pro with this method!


πŸ‘¨πŸ»β€πŸ’» Never underestimate Kaggle! One of the best ways to start learning data science and ML is Kaggle. A place where theory turns into practice, beginners become professionals, and skills turn into value.


🎯 This roadmap is the key to practical use of this amazing platform:πŸ‘‡


⬅️ Step one: Strengthen your basic skills!

✏️ Start with Kaggle's short and free courses. Practical, focused, and suitable for beginners.


βœ… Python ⬅️ Link

β˜‘οΈ Introduction to Machine Learning ⬅️ Link

βœ”οΈ Introduction to Deep Learning ⬅️ Link

βœ”οΈ Introduction to SQL ⬅️ Link

βœ”οΈ Introduction to Game AI and RL ⬅️ Link


πŸ“ Complete list of courses ⬅️Link

                   βž–βž–βž–βž–βž–βž–

⬅️ Step two: Apply what you’ve learned.

✏️ Learning alone is not enough; you have to solve problems! Kaggle competitions are the best place for this.

βœ… Classification problem for beginners

β˜‘οΈ Regression-based challenge

βœ”οΈ Fake news detection with NLP

βœ”οΈ Deep learning on image data with TPU


πŸ“ Complete list of competitions ⬅️Link

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