BeNN
1.11K subscribers
915 photos
82 videos
115 files
154 links
From simple ML algorithms to Neural Networks and Transformers — and from Number Theory to Topology, Cosmology to QED — dive into the world where code meets the cosmos.👨‍💻🌌

For Any Questions @benasphy
Download Telegram
with all due respect please If your knowledge is limited to GenAI or any of AI subfields don't call yourself AI Engineer🤨It is really Harassment for those who spent more than decades and master a lot of subfields and then could call themselves AI Engineer.
4👍1
Forwarded from BeNN
"Mathematics is the language with which God has written the universe." Galileo Galilei
3
BeNN
"Mathematics is the language with which God has written the universe." Galileo Galilei
Math was one of the main reason I changed my focus from web dev and app dev to AI. All the magic thing AI is doing today is basically a math! It is just ELEGANT
👍6🔥5💯3
I have spent around 60 hours being productive this week and Surprisingly I'm disappointed😭🤣....i know it is almost 9 productive hours per day, but there was a time I had done around 100 hours per week ~ 14 hours per day and was hoping to get near that.
😱6👀4👍1
Forwarded from The Data Guy
Hey, i’m Simon 👋
people kept saying “ask the data guy”—so here i am.

I’ve worked across the stack: Data scientist → Data engineer → Data analyst/Business analyst.
translation: Trying to make sense of that crazy data you always avoid

Why this channel
i couldn’t find many channels for our kinda people—practical, curious, no ego.
so… here goes the channel. a place to learn, swap notes, and grow together.
the only one i know is @neural_netss 🔥


What this is
a community for ai, data, and research enthusiasts. a chill corner for anyone who wants to learn.
we’ll focus on learning. small, clear lessons. shared notes. tiny projects we can finish. readable code. quick feedback. progress over polish.


What we’ll do
- quick explainers (plain english, real examples)
- build-in-public: notebooks, dashboards, pipelines
- tool showdowns (pros/cons, not hype)
- lightning q&as + office hours
- quiet drops: roles, collabs, founder-friendly pilots

Who can join
anybody who is interested in data+ai , data folks (all levels), ai/ml engineers, researchers, product/ops, students, and the data-curious.
ai founders + big-company leaders, pull up a chair to meet talent, swap notes, and spot opportunities early.

Low-key benefits

faster answers, vetted resources, honest feedback, early looks at gigs/collabs—and smart people who actually reply.

House vibe
curious > perfect • share what you know • no spam • respect each other and their craft

Drop a 👋 with where you’re based + what you’re building/learning next.
lurkers welcome—jump in when you’re ready.

Let’s make sense of this data 🚀

@datawithsimon
Please open Telegram to view this post
VIEW IN TELEGRAM
1
The Sopranos is sth else🤣🤣
🤣7😁2
What a fantastic night 🔥
🔥41
Anyone wondering Which part of math to cover to master ML.. I recommend Linear Algebra and Calculus (all three levels from I to III). Then You are good to go.

@BeNN_Pi
👍102
BeNN
Anyone wondering Which part of math to cover to master ML.. I recommend Linear Algebra and Calculus (all three levels from I to III). Then You are good to go. @BeNN_Pi
Most of all don't let urself down because you have low Mark or GPA on those subjects in ur highschool or uni.... The main thing is understanding what's going on and how it works... The uni and highschool teachers focus more on how to make it complex with adding stuff into it and let them get than actually teaching what it's.... So the important thing is U understanding the topic and applying it not just having great GPA at those areas.
9💯4
"simplicity is the ultimate sophistication"
Leonardo da Vinci
👍73
I'm just wondering which one are we gonna see first...GTA VI or SpaceX Starship to Mars👀....been waiting a long.

@BeNN_Pi
👀6👍1
This media is not supported in your browser
VIEW IN TELEGRAM
Hey Everyone I have worked on Movie Recommendation Project using KNN and you could access:
- the live demo here: https://mlprojects-algorithmslist.streamlit.app/
- Github: https://github.com/benasphy/ML_projects/blob/main/KNN/KNN_projects/movie_recommendation.py

Don't forget to Star and Fork the main ML_projects Repo⚡️
🔥11
This is cold🤣
😁6👍1
Sick of Meeting🤦‍♂️ I have encountered 2 times/day * 7 days a week meeting. Imagine doing 14 meetings per week and you waste your energy explaining dumb things😭🤣

Meeting is necessary, but there is a limit to everything.
😁3😢1
5👍1
I heard Softbank and Peter thiel sold their share of NVIDIA👀👀and also AI stock Market cap lost $1.8 trillion worldwide! Maybe AI Bubble! like Dotcom bubble back then when they rose very high and crashed so fast!
👀5