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๐Ÿ“Œ Understanding Random Forest using Python (scikit-learn)

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-05-15 | โฑ๏ธ Read time: 9 min read

A Random Forest is a powerful machine learning algorithm that can be used for classificationโ€ฆ
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ุญูˆู‘ู„ ููƒุฑุชูƒ ุฅู„ู‰ ู…ุดุฑูˆุน ู†ุงุฌุญ ู…ุน ‎#ุณู‡ูˆู„ ๐Ÿš€
ู…ู†ุตู‘ุฉ ุนุฑุจูŠุฉ ู…ุชูƒุงู…ู„ุฉ ู„ุฅุฏุงุฑุฉ ุงู„ู…ุดุงุฑูŠุน ุชุนุชู…ุฏ ุนู„ู‰ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠุŒ ู„ุชู†ุธูŠู… ู…ู‡ุงู…ูƒ ูˆูุฑูŠู‚ูƒ ุจุณู‡ูˆู„ุฉ ูˆู…ุฑูˆู†ุฉ.
ุฌุฑู‘ุจ ุงู„ู†ุณุฎุฉ ุงู„ุชุฌุฑูŠุจูŠุฉ ุงู„ุขู† ู…ุฌุงู†ุงู‹ ุนู„ู‰: suhol.ai

ู„ู„ุงุณุชูุณุงุฑุงุช ู…ุฌู…ูˆุนุฉ ุณู‡ูˆู„ ุนู„ู‰ ุชูŠู„ูŠุฌุฑุงู…: @suhol_ai

#ุฅุฏุงุฑุฉ_ุงู„ู…ุดุงุฑูŠุน#ุฐูƒุงุก_ุงุตุทู†ุงุนูŠ#kanban#ู…ุดุงุฑูŠุน#ุชุทูˆูŠุฑ
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Python | Machine Learning | Coding | R
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๐Ÿš€๐Ÿ”ฅ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ฒ๐—ฟ โ€” ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ
Master the hottest skill in tech: building intelligent AI systems that think and act independently.

Learn to build smart ๐—ฐ๐—ต๐—ฎ๐˜๐—ฏ๐—ผ๐˜๐˜€, ๐—”๐—œ ๐—ฎ๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€.

๐—˜๐—ฎ๐—ฟ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป and ๐—ด๐—ฒ๐˜ ๐—ป๐—ผ๐˜๐—ถ๐—ฐ๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐˜๐—ผ๐—ฝ ๐—”๐—œ ๐—ฒ๐—บ๐—ฝ๐—น๐—ผ๐˜†๐—ฒ๐—ฟ๐˜€.

๐—™๐—ฟ๐—ฒ๐—ฒ. ๐—ฆ๐—ฒ๐—น๐—ณ-๐—ฝ๐—ฎ๐—ฐ๐—ฒ๐—ฑ. ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ-๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ถ๐—ป๐—ด.

๐Ÿ‘‰ Apply now: https://go.readytensor.ai/cert-533-agentic-ai-certification
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Python | Machine Learning | Coding | R pinned ยซ๐Ÿš€๐Ÿ”ฅ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ฒ๐—ฟ โ€” ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ Master the hottest skill in tech: building intelligent AI systems that think and act independently. Learn to build smart ๐—ฐ๐—ต๐—ฎ๐˜๐—ฏ๐—ผ๐˜๐˜€, ๐—”๐—œ ๐—ฎ๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€. ๐—˜๐—ฎ๐—ฟ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ปโ€ฆยป
๐Ÿ“Œ Method of Moments Estimation with Python Code

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-02-12 | โฑ๏ธ Read time: 10 min read

Letโ€™s say you are in a customer care center, and you would like to knowโ€ฆ
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An AI tool has been released that allows you to interact with databases in plain language

โ†’ Upload the URL of your database
โ†’ Ask any question
โ†’ Get an SQL query, results, and explanations

GitHub: https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/talk_to_db

https://t.me/CodeProgrammer ๐ŸŒŸ
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Pandas.pdf
21.3 MB
Python Pandas from basics to advance

https://t.me/CodeProgrammer
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๐Ÿ“Œ How to Become a Machine Learning Engineer (Step-by-Step)

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-09-15 | โฑ๏ธ Read time: 12 min read

Your one-stop guide to becoming a machine learning engineer
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๐Ÿ“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:

โฌ‡๏ธ Explore These Resources

โžค Algorithms in Python
1๏ธโƒฃ All major algorithms implemented in Python
๐Ÿ”— https://lnkd.in/e7v6bkq

โžค Python Cheat Sheet
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๐Ÿ”— https://lnkd.in/dzkMSwXz

โžค System Design
3๏ธโƒฃ Learn scalable backend architecture fundamentals
๐Ÿ”— https://lnkd.in/egCaujBF

โžค Django Resources
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๐Ÿ”— https://lnkd.in/d4K-9vg3

๐ŸŽ“ Top Python & Backend Courses

๐Ÿ”— Microsoft Python Development Professional Certificate
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๐Ÿ”— Meta Data Analyst Professional Certificate
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๐Ÿ”— IBM AI Developer Professional Certificate
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https://t.me/CodeProgrammer ๐Ÿฉท
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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. ๐Ÿซ 

๐ŸŒŸ GitHub: https://github.com/CorentinJ/Real-Time-Voice-Cloning

๐Ÿ‘‰  https://t.me/CodeProgrammer
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Gradient Boosting for Regression Notes.pdf
6.4 MB
๐Ÿ“ Gradient Boosting for Regression Notes

โœ”๏ธ 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 ๐Ÿ’š
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๐Ÿ‘‰ https://t.me/CodeProgrammer
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