The Data Guy – Telegram
The Data Guy
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Welcome to The data guy — a chill home for AI, data, and research people to learn together, ask real questions, and find curated opportunities.

All levels and founders welcome. Say hi and plug in.
Check the Discussion Group here : @datawithsimon_chat
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Forwarded from Henok | Neural Nets
Another ML winter school at MBZUAI.

Make sure to apply if you are interested. Not affiliated with it so i don't know much if you got any questions.

https://mlws.mbzuai.ac.ae/
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Hey y’all, it’s been a minute! 👋

I’ve been working hard these past few weeks, collecting and refining resources to build something I’ve always wished existed:

a clear, practical, and personalized roadmap for data professionals.

That is tailored to make us go from scratch to professional, and we will keep on advancing on it.

Here’s the truth:
Most “data Cources" out there stop at the basics.
They help you get started, but not grow.

That’s about to change.

This community is where we’ll learn together.
I won’t just lecture. We’ve got incredibly smart and experienced people here, and we’ll be inviting some of them to share their insights too.

Starting next week, we’ll begin walking through these resources step by step, in a way that’s easy to follow and apply, without drowning in the details.

If you’re a senior or seasoned data professional, I’d love for you to hang tight for a bit and jump in with your thoughts and advice as we go.
Your perspective will help everyone here level up faster.

Each day, we’ll break down one resource, learn from it, and discuss how to actually use it.

If you know someone who’s been struggling to find direction in their data career, invite them in.
Let’s build something meaningful together.

🔥 The journey starts next week. Let’s get to it.

@datawithsimon
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Hey Guys, Hope everyone is doing great.

I am sorry we didn't start our session this week, I am not sure if y'all got it. But there is a flu running around 🤧

Was resting this week. We will be starting sessions next week.

@datawithsimon
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Next week, we will discuss more on what's happening on the Ai world, and see through the Hype of things.

Planning to have a some series called

#ThroughTheHype

Its Like Hype Buster Kinda thing.

We will dig deep on whats going behind the curtains and see the real value!

We will start from the Basics and start from there!

Let me know what Hype you want to be clarified!

@datawithsimon
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Stanford just Open-sourced Their Cources!

CME 295: Transformers & Large Language Models

It's now available on YouTube 🚀
Lecture 1
Lecture 2
Lecture 3
TBD

Behind all the prestigious Colleges Cources are just Inspiring Professor's!

They are really chill too 😅
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One of the Questions I Asked for some of friends on Ivy League universities, is that for them share them me their resources, and they would be just send me the whole syllabus with course with video and materials, literally to join and learn for free with them.

I was shocked to know that most of the Courses they learn are literally free 😲

I couldn't believe it so I asked, what the heck are paying this much for then.... it was simple

For Laboratory to apply those and just Guidance. A lot of Networking too!!!

The only difference is they take it seriously. We just don't🤷‍♂️

@datawithsimon
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🔤🔤🔤🔤 🔤 🔤🔤🔤

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Hey Everyone for the past 2 weeks, I have been recovering and Resting. Now I am well and, we can continue.
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For the awaited roadmap that you guys kept asking me, here is one of the best online colleges roadmap full structure....

Turing College
If y'all know Turing the Platform to get online Jobs, has its own EdTech.

The programs are exquisite, and their way of learning is Project Based. If you really follow it and check this out, you can see its value.

Here are the links to the roadmaps in Notion site, Copy it to your Notion!

Data Science
Data Analysis
Data Engineering

They are very detailed and well tailored!

I will be sending more resources to learn and push into the details as well.

If you found this valuable share them to your peers!

@datawithsimon
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Claude Code is Seriously Awesome!
just build a whole backend with FastAPI and SQLAlchemy and alembic. within a few mins

But one problem, it gives not that much of tokens per sessions...
Like its seriously tempting to go over the MAX Plan 😭
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If any body is pushing code using CI/CD pipeline there is a global issue with GitHub so don't panic...

Any body facing this...
Its something more on like Github Hosted Runner is not correctly working...

So in your pipeline it might be very slow...
The company i work for communicated them and they say it will be fixed with in an hour max.

So Sit tight
The Data Guy pinned «For the awaited roadmap that you guys kept asking me, here is one of the best online colleges roadmap full structure.... Turing College If y'all know Turing the Platform to get online Jobs, has its own EdTech. The programs are exquisite, and their way of…»
Forwarded from Robi makes stuff (Robi)
ask chatgpt who is "your name"
and ask it to search the web

and you can see what your GEO ( Generative engine optimization ) looks like

i'm long due for a portfolio rewrite, and a github repo restructure
Anybody who ever worked on Neo4J ?

Did y'all know you guys can do analysis on the visibility of products on through out Ai searches...

Some concept called Share-of-Prompts 🔥

We will do some projects on this area
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Life of a Data Engineer
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... at some point you will just get lost...
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There is a big difference between
Getting Certified, and
Having certifications


I.e: - you can have certifications from Udemy on Data engineering.
But being Azure Certified Data Engineer is big difference!

- AWS Solutions Architect is not the same as pluralsight course on how to be a Solutions Architect!

BID DIFFERENCE!

@datawithsimon
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