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Join a community of passionate learners and builders! We dive deep into: ๐Ÿ”น Machine Learning (Algorithms, Models, MLOps) ๐Ÿ”น Coding Tips & Best Practices (Python, AI/ML, Automation) ๐Ÿ”ธ collaborative problem solving (challenges ,Q&A....) @codewithmemo

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Memory leaks in SPAs often start with innocent caches. WeakRef lets JavaScript reclaim memory without manual cleanup.Use it t
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Memory leaks in SPAs often start with innocent caches. WeakRef lets JavaScript reclaim memory without manual cleanup.Use it to build smarter caches that fade away when data is no longer needed.

where were we last year, and where are we now?โ€ Another year didnโ€™t just pass, it changed where we stand.
where were we last year, and where are we now?โ€ Another year didnโ€™t just pass, it changed where we stand.

We Ethiopians do not celebrate New Year today. Our New Year, Enkutatash, is on September 1st. Please refrain from saying 'Happy New Year' today, as it does not reflect our culture or traditions. Let's respect and honor our unique celebrations.

Prompt injection attacks are hitting AI-powered browsers like ChatGPT Atlas, where hidden text on web pages can override syst
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Prompt injection attacks are hitting AI-powered browsers like ChatGPT Atlas, where hidden text on web pages can override system instructions when the AI reads them.

OpenAI says it is hardening Atlas with automated red teaming, using reinforcement learning to find and patch real-world explo
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OpenAI says it is hardening Atlas with automated red teaming, using reinforcement learning to find and patch real-world exploits before attackers use them at scale. AI agents are getting more capable, and security has to move just as fast.

Spacetop G1 แ‰ แ‰ณแˆชแŠญ แˆˆแˆ˜แŒ€แˆ˜แˆชแ‹ซ แŒŠแ‹œ แ‹จแˆšแ‰ณแ‹ญ แˆตแŠญแˆชแŠ• แ‹จแˆŒแˆˆแ‹ แˆ‹แ•แ‰ถแ• แ‹ญแ‹ แˆ†แА แˆ‹แ•แ‰ถแ‘ แŠจแ‰ณแ‰ฝ แ‹จแˆแ‰ณแ‹ฉแ‰ต แŠชแ‰ฆแˆญแ‹ต แ‰ฅแ‰ป แˆฒแˆ†แŠ•แฃ แŠจแŠฅแˆฑ แŒ‹แˆญ แ‹จแ‰ฐแ‹ซแ‹ซแ‹˜ แ‰€แˆˆแˆ แ‹ซแˆˆ แ‹จ AR (Augmented Reality)
Spacetop G1 แ‰ แ‰ณแˆชแŠญ แˆˆแˆ˜แŒ€แˆ˜แˆชแ‹ซ แŒŠแ‹œ แ‹จแˆšแ‰ณแ‹ญ แˆตแŠญแˆชแŠ• แ‹จแˆŒแˆˆแ‹ แˆ‹แ•แ‰ถแ• แ‹ญแ‹ แˆ†แА แˆ‹แ•แ‰ถแ‘ แŠจแ‰ณแ‰ฝ แ‹จแˆแ‰ณแ‹ฉแ‰ต แŠชแ‰ฆแˆญแ‹ต แ‰ฅแ‰ป แˆฒแˆ†แŠ•แฃ แŠจแŠฅแˆฑ แŒ‹แˆญ แ‹จแ‰ฐแ‹ซแ‹ซแ‹˜ แ‰€แˆˆแˆ แ‹ซแˆˆ แ‹จ AR (Augmented Reality) แˆ˜แАแŒฝแˆญ แŠ แˆˆแ‹แข แˆ˜แАแŒฝแˆฉแŠ• แˆตแ‰ณแ‹ฐแˆญแŒ‰แ‰ต แ‰ แ‹“แ‹ญแŠ“แ‰ฝแˆ แŠแ‰ต แŠฅแˆตแŠจ 100 แŠขแŠ•แ‰ฝ แ‹จแˆšแ‹ฐแˆญแˆต แŒแ‹™แ "แ‰จแˆญแ‰นแ‹‹แˆ แˆตแŠญแˆชแŠ•" แ‰ แŠ แ‹จแˆญ แˆ‹แ‹ญ แ‰ฐแŠ•แˆณแแŽ แ‹ญแ‰ณแ‹ซแˆ! แˆแŠ• แˆแ‹ฉ แ‹ซแ‹ฐแˆญแŒˆแ‹‹แˆ? โœ… แŒแˆ‹แ‹ŠแАแ‰ต (Privacy)แฆ แŠซแŒ แ‹ˆแ‹ญแˆ แˆฐแ‹ แ‹จแ‰ แ‹›แ‰ แ‰ต แ‰ฆแ‰ณ แ‹แˆตแŒฅ แˆตแ‰ตแˆฐแˆฉ แŠจแŒŽแŠ“แ‰ฝแˆ แ‹ซแˆˆ แˆฐแ‹ แˆแŠ• แŠฅแŠ•แ‹ฐแˆแ‰ตแˆฐแˆฉ แ‰ แแŒนแˆ แˆ›แ‹จแ‰ต แŠ แ‹ญแ‰ฝแˆแˆ แˆตแŠญแˆชแŠ‘ แ‹จแˆšแ‰ณแ‹จแ‹ แˆˆแˆ˜แАแŒฝแˆฉ แ‰ฃแˆˆแ‰คแ‰ต แ‰ฅแ‰ป แАแ‹! โœ… แŒแ‹™แ แˆตแŠญแˆชแŠ•แฆ แ‰ แ‰ตแŠ•แˆฝ แˆ‹แ•แ‰ถแ• แˆ‹แ‹ญ แ‹จแ‰ตแˆแ‰… แˆฒแŠ’แˆ› แˆตแŠญแˆชแŠ• แ‹จแˆšแ‹ซแŠญแˆ แ‹จแˆตแˆซ แ‰ฆแ‰ณ แ‰ แŠ แ‹จแˆญ แˆ‹แ‹ญ แ‹ญแ‹˜แˆจแŒ‹แˆ‹แ‰ฝแŠ‹แˆแข โœ… แАแƒแАแ‰ตแฆ แ‹จแ‰ตแˆ แ‰ฆแ‰ณ แˆ†แŠ“แ‰ฝแˆ แ‰€แŠ“ แ‰ฅแˆ‹แ‰ฝแˆ แ‰ แˆแ‰พแ‰ต แŠฅแŠ•แ‹ตแ‰ตแˆฐแˆฉ แ‹ซแ‹ฐแˆญแŒ‹แˆแข https://t.me/Ethio_Coders_channel

Build REST APIs with FastAPI.zip160.35 MB

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โค๏ธโค๏ธ
โค๏ธโค๏ธ

the power of AI
the power of AI

๐ŸŽ™ Workshop on AI chatbot ๐Ÿ“… Date: December 31, 2025 โฐ Time: 8:00 PM ๐ŸŽค Host: Meklit Mesfin ๐Ÿ“ Live on our Telegram Channel T
๐ŸŽ™ Workshop on AI chatbot ๐Ÿ“… Date: December 31, 2025 โฐ Time: 8:00 PM ๐ŸŽค Host: Meklit Mesfin ๐Ÿ“ Live on our Telegram Channel Topic Focus: โœ… How AI chatbots think, respond, and learn โœ… Building blocks of modern AI chatbots โœ…Real-world chatbot applications and use cases โœ… And much more.......... ๐Ÿ‘ค Guest Speaker : Kidus Shimels -Junior AI/ML Enthusiast | Backend focused fullstack developer Join his Telegram LinkedIn | YouTube | Tiktok | #ISHub #kidusShimels #meklitMesfin #AichatBot

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Someone : I want to learn Machine Learning ML: Cool. First, meet my parents , Math and Algorithms. Machine Learning is just M
Someone : I want to learn Machine Learning ML: Cool. First, meet my parents , Math and Algorithms.
Machine Learning is just Math and Algorithms pretending to be friendly.

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Automatic translator in Python! We translate a text in a few lines using deep-translator. It supports dozens of languages: from English and Russian to Japanese and Arabic. Install the library:
pip install deep-translator
Example of use:
from deep_translator import GoogleTranslator

text = "Hello, how are you?"
result = GoogleTranslator(source="ru", target="en").translate(text)

print("Original:", text)
print("Translation:", result)
Mass translation of a list:
texts = ["Hello", "What's your name?", "See you later"]
for t in texts:
    print("โ†’", GoogleTranslator(source="ru", target="es").translate(t))
๐Ÿ”ฅ We get a mini-Google Translate right in Python: you can embed it in a chatbot, use it in notes, or automate work with the API.

AI -ML road mapโœŒ๏ธ
AI -ML road mapโœŒ๏ธ

Get good at linear algebra, If you are developerโšก๏ธโšก๏ธ Share||@codewithmemo Share||@codewithmemo
Get good at linear algebra, If you are developerโšก๏ธโšก๏ธ Share||@codewithmemo Share||@codewithmemo

On build โœจโœจโœจ have sweet dreams famโค๏ธ
On build โœจโœจโœจ have sweet dreams famโค๏ธ

โŒจ๏ธ Cookie Masterclass Cookies are small pieces of data stored in a user's browser, commonly used for session management, pers
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โŒจ๏ธ Cookie Masterclass Cookies are small pieces of data stored in a user's browser, commonly used for session management, personalizing, and tracking. In JavaScript, the document.cookie property allows you to create, read, update, and delete cookies. Here is a concise guide on managing cookies using JavaScript.