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Sujar Henry • Tech & AI

@sujar.tech

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Helping you learn Data & AI
Building @axonlearn.app
✉️ [email protected]
📍 DC/NYC

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Here are some of my favorite premiere league projects you can build this weekend to improve your resume and show recruiters your skills and your passions.

If you’ve just been watching without building,then this is the perfect opportunity to improve your portfolio and show real skills applied to an actual real life scenario

I’ll be doing a follow up so follow for part 2

#coding #computerscience #premiereleague by @sujar.tech

They all teach better than any professor ever will,you really don’t need all these fancy certifications when you realize that there’s so much good value online

These are only some of the YouTubers I’ve found,but there are way more that can really help you learn quickly and change your perspective on what is taught for free

If you like content like this,follow @sujar.tech

Inspired by @cyber_sasha_
#computerscience #machinelearning #ml by @sujar.tech

Comment “Certs” for the links to these(check below for more info)

In 2026 it’s especially hard to land a job after graduating college and you often need experience to get experience,so a lot of times the only way to do this is with certifications

You could just do every certification you find, but there’s a lot of them out there. That are really bad and honestly just waste your time.

These certifications span different fields and get you the best chances of improving your résumé and getting a shot at a role at a company,this is especially good if you want to break into tech

I post videos like this all the time,if you want to learn how to land a job out of college,follow @sujar.tech (https://www.instagram.com/sujar.tech/) for more!!! by @sujar.tech

Here are some of the best resources to help you break into tech and some good places you can go to find resources to help boost your resume and get further than you would have expected

Through programs like forage I used them to do virtual job simulations with major tech companies which helped me get past the ATS system and do better in interviews

Also the Harvard certs are really good for learning and getting a really good understanding from a great university
If you like content like this,follow @sujar.tech

#computerscience #cs #programming by @sujar.tech

Comment “Link” for the full guide on how to become an AI Engineer

If you’ve ever wanted to become an AI engineer people often tell you how difficult it is, but it’s actually a lot simpler than you think the key for this is just knowing how to learn it correctly and learn it in the simplest way possible

So in this road map, I break down how to learn each portion and how it can be done so that you don’t waste time. Hope this helps.
#computerscience #cs #machinelearning #aiengineering by @sujar.tech

Scientists estimate that up to a million species could be living in our oceans, and we haven’t even discovered most of them yet.

So I decided to train a machine learning model to recognize deep-sea creatures using real underwater images from NOAA.

Using MobileNetV3 and transfer learning, I tested whether AI could identify animals in underwater footage it had never seen before.

Want to try it yourself?

Comment “OCEAN” and I’ll send you the dataset and code!

#cs #machinelearning #computervision by @sujar.tech

There’s no such thing as the best machine learning model for every problem 🤯

A neural network might outperform every other model on one dataset, but that doesn’t mean it’ll perform the same way on another.

This is the idea behind the No Free Lunch Theorem, a mathematical result that explains why no single algorithm is universally better across all possible problems.

The takeaway? The best model depends on the problem you’re trying to solve.

Follow for more AI, machine learning, and coding content!

#MachineLearning #ArtificialIntelligence #AI #DeepLearning #datascience by @sujar.tech

Everyone makes learning Git and GitHub so complicated but the real issue is the way that it’s being learned as long as you learn it in a fun way like a game it makes it super interesting, and it really makes you want to learn it

comment “GIT“ and I’ll send you the link to try it out and make sure to follow for more tech resources like this

#coding #computerscience #cs #git by @sujar.tech

This is how I’m using Devin to help me predict the winners of the premiere league,it’s really easy to get started

I also set up automation to get more data for the model so I don’t have to update it manually so now it will automatically update

Comment “Devin” and I’ll send you the link to try it out
@trycognition
#coding #football #machinelearning by @sujar.tech

Comment “Courses” for the links to these(check below for more info)

In 2026 it’s especially hard to land a job after graduating college and you often need experience to get experience,so a lot of times the only way to do this is by improving your resume

You could just do every online course you find, but there’s a lot of them out there,and a lot are really bad and honestly just waste your time.

These courses are from Top Universities like Harvard, Yale, Stanford, Umich, and Princeton

These courses span different fields and topics and get you the best chances of improving your résumé and getting a shot at a role at a company and some even give you a free certification afterwards,this is especially good if you want to break into tech

And if you found these useful,follow for part 3 where I give some really good ones that aren’t talked about much!

I post videos like this all the time,if you want to learn how to land a job out of college,follow @sujar.tech for more!!!

#student #courses by @sujar.tech

This is probably the most fundamental equation that powers almost every single air system that we use especially large language models

This kind of technology powers almost every transformer, which is the technology that is used in all LLMS like ChatGPT Claude, Gemini and grok

Follow if you want to learn more about AI and how it works by @sujar.tech

I realize a lot of people don’t really talk about how machinery models can be 99% accurate and still not be that great so I wanted to make a video where I talk a little bit more about that and how things like precision and other verification methods can be used to help determine how your model actually works in production

I also wanted to explain a little bit more about recall because people often confuse how these are used and also in accordance to accuracy, and I also use Minecraft Steve and a few other blocks to make it a little bit more interesting so I hope you like this kind of style

Let me know what other videos you wanna see next and follow for more

#machinelearning #computerscience #cs #coding by @sujar.tech