An LLM is like a super-smart autocomplete on your phone , but trained on millions of books instead of just your texts.
It doesnโt actually understand things like a human; it predicts the next most likely word based on patterns it has learned.
Think of it like a student who has read the whole library and answers by recognizing patterns from what it has seen before.
The better the training, the smarter the predictions.
So an LLM isnโt thinking , itโs predicting very, very well.
it's very interesting
It doesnโt actually understand things like a human; it predicts the next most likely word based on patterns it has learned.
Think of it like a student who has read the whole library and answers by recognizing patterns from what it has seen before.
The better the training, the smarter the predictions.
So an LLM isnโt thinking , itโs predicting very, very well.
it's very interesting
โค2
start with people with their "hair on fire"
Data Science Roadmap.pdf
15.5 MB
๐ท Comprehensive Data Science Roadmap Notes
โ This roadmap is exactly the secret recipe you need to get out of confusion and know how to step-by-step prepare yourself for the job market.
๐ก From mastering Python and SQL to cleaning data and working with cloud tools, which are prerequisites for any project.
๐ How to extract real analysis reports and strategies from raw data using statistics and visualization tools.
๐ You will learn everything from machine learning and advanced algorithms to precise model evaluation.
๐ Get familiar with neural networks, generative artificial intelligence, and language models to have a voice in today's modern world.
๐ง How to build real projects and portfolios that are exactly what hiring managers and big companies are looking for.
๐ #DataScience #DataScience #pytorch #python #Roadmap
https://t.me/codewithmemo
โ This roadmap is exactly the secret recipe you need to get out of confusion and know how to step-by-step prepare yourself for the job market.
๐ก From mastering Python and SQL to cleaning data and working with cloud tools, which are prerequisites for any project.
๐ How to extract real analysis reports and strategies from raw data using statistics and visualization tools.
๐ You will learn everything from machine learning and advanced algorithms to precise model evaluation.
๐ Get familiar with neural networks, generative artificial intelligence, and language models to have a voice in today's modern world.
๐ง How to build real projects and portfolios that are exactly what hiring managers and big companies are looking for.
๐ #DataScience #DataScience #pytorch #python #Roadmap
https://t.me/codewithmemo
Forwarded from Information Systems Hub ๐ป๐
๐ In-Person Workshop on RAG (Retrieval-Augmented Generation)
๐ Feb 25 โ Mar 5, 2026 (Weekdays)
โฐ 2:00 PM โ 5:00 PM
๐ 4 Kilo New Building, 2nd Floor
Join Telegram channel
Prerequisites:
โข Basic Python (essential)
โข Basic API knowledge
โข Git (recommended)
โข No prior AI/ML experience required
๐ Certificate Provided Fill out this Form
Telegram|LinkedIn|YouTube | Tiktok |
๐ Feb 25 โ Mar 5, 2026 (Weekdays)
โฐ 2:00 PM โ 5:00 PM
๐ 4 Kilo New Building, 2nd Floor
Join Telegram channel
Prerequisites:
โข Basic Python (essential)
โข Basic API knowledge
โข Git (recommended)
โข No prior AI/ML experience required
๐ Certificate Provided Fill out this Form
Telegram|LinkedIn|YouTube | Tiktok |
Our PHP teacher is teaching us about functions like push, pop, shift, unshift , sort, combine...blah blah blah. However, we are junior developers, and the department expects us to already know the basics of programming.
Reflecting on our journey: when we were freshmen, we learned the fundamentals of programming, and we also have learned the basics in our second and third years. I feel like we're still stuck on the basics ๐ญ๐ญ.
Instead of always present in class, focus on your self learning , be strong ๐ช๐ช
@codewithmemo
@codewithmemo
Reflecting on our journey: when we were freshmen, we learned the fundamentals of programming, and we also have learned the basics in our second and third years. I feel like we're still stuck on the basics ๐ญ๐ญ.
Instead of always present in class, focus on your self learning , be strong ๐ช๐ช
@codewithmemo
@codewithmemo
โค3
btw currently building systems is not that much difficult, but focus on security issues and tests. there is a lot of developers in the market, you can win by building something different. so for that make deep research in detail before building systems. otherwise you're system may not be deliver for end users, just it will be the prototype.
got my ideaโก๏ธ๐
@codewithmemo
@codewithmemo
got my ideaโก๏ธ๐
@codewithmemo
@codewithmemo
โก3๐ฏ1
"You are expert in Network design and implementation" said by Our networking teacher .
He also says that "you can design campus network in today's afternoon."
But...
He also says that "you can design campus network in today's afternoon."
But...
โค1
Your Social Media... after you die?
Meta just got a patent for something straight out of sci-fi.
The company was granted rights for AI that could simulate a personโs social media activity after they pass away. The system would train on your old posts, comments, likes, and messages, then keep posting and replying as a digital version of you.
In theory, this AI clone could respond to DMs, comment on friendsโ updates, and maintain your online presence based on how you used to write and interact.
Meta says it has no current plans to build or release this. Patents donโt always turn into products. But the idea alone raises big questions about consent, privacy, and who controls your digital identity after youโre gone.
Meta just got a patent for something straight out of sci-fi.
The company was granted rights for AI that could simulate a personโs social media activity after they pass away. The system would train on your old posts, comments, likes, and messages, then keep posting and replying as a digital version of you.
In theory, this AI clone could respond to DMs, comment on friendsโ updates, and maintain your online presence based on how you used to write and interact.
Meta says it has no current plans to build or release this. Patents donโt always turn into products. But the idea alone raises big questions about consent, privacy, and who controls your digital identity after youโre gone.
Code With MEMO
Your Social Media... after you die? Meta just got a patent for something straight out of sci-fi. The company was granted rights for AI that could simulate a personโs social media activity after they pass away. The system would train on your old posts, commentsโฆ
general AI will be developed in the coming 30 or 40 years, for sure๐๐
Do you think about. There is high performance difference when the system build in different frameworks.
๐ Web Design Tools & Their Use Cases ๐จ๐
๐น Figma โ Collaborative UI/UX prototyping and wireframing for teams
๐น Adobe XD โ Interactive design mockups and user experience flows
๐น Sketch โ Vector-based interface design for Mac users and plugins
๐น Canva โ Drag-and-drop graphics for quick social media and marketing assets
๐น Adobe Photoshop โ Image editing, compositing, and raster graphics manipulation
๐น Adobe Illustrator โ Vector illustrations, logos, and scalable icons
๐น InVision Studio โ High-fidelity prototyping with animations and transitions
๐น Webflow โ No-code visual website building with responsive layouts
๐น Framer โ Interactive prototypes and animations for advanced UX
๐น Tailwind CSS โ Utility-first styling for custom, responsive web designs
๐น Bootstrap โ Pre-built components for rapid mobile-first layouts
๐น Material Design โ Google's UI guidelines for consistent Android/web interfaces
๐น Principle โ Micro-interactions and motion design for app prototypes
๐น Zeplin โ Design handoff to developers with specs and assets
๐น Marvel โ Simple prototyping and user testing for early concepts
๐น Figma โ Collaborative UI/UX prototyping and wireframing for teams
๐น Adobe XD โ Interactive design mockups and user experience flows
๐น Sketch โ Vector-based interface design for Mac users and plugins
๐น Canva โ Drag-and-drop graphics for quick social media and marketing assets
๐น Adobe Photoshop โ Image editing, compositing, and raster graphics manipulation
๐น Adobe Illustrator โ Vector illustrations, logos, and scalable icons
๐น InVision Studio โ High-fidelity prototyping with animations and transitions
๐น Webflow โ No-code visual website building with responsive layouts
๐น Framer โ Interactive prototypes and animations for advanced UX
๐น Tailwind CSS โ Utility-first styling for custom, responsive web designs
๐น Bootstrap โ Pre-built components for rapid mobile-first layouts
๐น Material Design โ Google's UI guidelines for consistent Android/web interfaces
๐น Principle โ Micro-interactions and motion design for app prototypes
๐น Zeplin โ Design handoff to developers with specs and assets
๐น Marvel โ Simple prototyping and user testing for early concepts
AAU GENERAL
แ แแแ แแแต แแคแ แ แแ แแ แฒแ แ แแต แฅแแต แ แแแจแฐ
Looks good, guys๐
๐1