Timothy Adegbola

AI and Data Coach @joinmultiverse,
Empowering the next generation of data professionals through coaching, insights, and AI-driven thinking.

[Timothy Adegbola @timadeg92]

Pinning this for the next 30 days

[Max Mynter @MaxMynter]

become a self-taught ml engineer

i published this blog yesterday, a year ago -- 8.9k reads to date.

i'm pretty excited that my alma mater invited me to give a talk on this tomorrow

(link to blog in comments)

[Harrison Chase @hwchase17]

One of the better agentic AI courses I've seen

Nearly 10 hours of great content. Covers LangChain, LangGraph, RAG, deepagents, guardrails, and more

Any other good Lang* resources out there for folks who are interested in learning?

https://t.co/OXNPMeGiyd

[Timothy Adegbola @timadeg92]

@TapTheChain @heismric Elejo wewe Omo ofo

[Timothy Adegbola @timadeg92]

@Mahoney028 @heismric think piece aka Cho-cho-cho typical of Nigerians abroad

[Timothy Adegbola @timadeg92]

@heismric "tHAt 50-50 y0U aRE sHaR1nG..."

Cho-cho-cho yi naani

🤦🏽‍♂️

One of the reasons thousands have been banned from the platform over the last few days

[Timothy Adegbola @timadeg92]

@AskMichaelTaiwo Actually a good answer despite the over-shalaye.

@Grok please answer in few, concise words typical of smart minds like Andrej Kapathy, Yann LeCun, Elon Musk, Geoffrey Hinton etc. Based on their reply to tweets, would each of them have said?

[Yun-Ta Tsai @yunta_tsai]

Many people think any given ML project is 99% training.

In reality, it’s 50% evaluation, 40% data cleaning, 8% integration, and 2% training.

The first two set the noise floor for learning. No ML magic matters; the model cannot lower the noise floor, as that’s the optimal bound of Shannon encoding of your data.

Thus, not a single day goes by without me thinking about ontology. Even the old labels have to be constantly reviewed.

[Polymarket FC @PolymarketFC]

🇨🇮 Yan Diomandé’s letter to his sister through @PlayersTribune:

“Dear Roxane,

Remember when someone bought me a fake United shirt, and I wrote “Ronaldo 7” on the back with a black Sharpie? We didn’t know what rich or poor was. We only knew happiness.

Remember the 25 people sleeping in just one house back in Abidjan? Mom wanted to watch her soap operas. Everyone wanted to watch movies. Remember how I’d always pretend I was asleep and then sneak to the TV room after midnight? I’d turn the TV way down low. Like, just two volume bars. I’d watch soccer in the dark and dream.

Remember when the grown-ups saw me playing soccer on the dirt and gave me the nickname “Roberto Carlos” because of how hard I kicked? And remember how I secretly got so mad about it, because CR7 was my idol?

Remember when I went to play so far from home? I was 9 years old. Inter Foot Sud Comoé, way out near the border with Ghana. Just a little boy all alone. I don’t know if I ever told you this story, but me and the other kids used to go to the village and steal potatoes because we were so hungry. We called it a “bank heist.” Two kids would distract the shop owner, and the other 18 would run off with two potatoes. They weren’t even good. But they tasted amazing. Hahahah. Even today, it’s my favorite thing to eat. Boiled potatoes with a little oil. It takes me back to those times.

Remember when I got my first real pair of cleats, and I slept with them? Growing up, I always played in those white plastic sandals. Even when I go back home now, I still play in them. It’s our tradition.

Remember when I’d come back home, and you’d tell my neighborhood friends: “Why’d you stop training? Yan’s not gonna buy you cars. You gotta keep working.” You were 10 years old, and you were already my agent.

Remember how we’d sit and dream about moving to France? How we’d go shopping, have our own apartment, and I’d be a rich soccer player, with cars and a big house, and you wouldn’t have to worry about anything. You were the one who always believed I could be the next Cristiano, when everyone else was laughing.

Remember when I moved to the United States for high school, at 15 years old, and I missed home so much? For months, I couldn’t understand what anyone was saying. They sat me next to a French boy, and he’d try to translate everything the teacher said. Remember when I called you and said: “You won’t believe it, the kids here argue with the teachers.” Back home, you know, we wouldn’t even dare blink at our elders.

Remember when I couldn’t believe the boys smoked after school? You used to say it felt like I was in an American TV show.

Remember when they took me for trials at Bournemouth? At Chelsea, Rangers, Olympiacos, Crystal Palace? Eze and Olise came up to me after a training session and said: “Hey, kid, you’re really good.”… but even then, they didn’t sign me.

Even the MLS B teams didn’t want me. I didn’t even know why. They never gave me a reason. The adults handled everything. They just kept taking me all over Europe, and everyone kept saying no.

My visa expired. My dream was over. They sent me back to Africa, and we cried together. You were the only one who never stopped believing. A few weeks later, I signed with Leganés, and we cried different tears.

That was back when I still had emotions. Now, I don’t feel anything. It’s like I’m not even human. Since you died, I’m just empty.”

[Suraj Sharma @suraj_sharma14]

How to build your first AI agent (Full guide)

Bookmark this thank me later!

[Akshay 🚀 @akshay_pachaar]

Google just dropped a new LLM!

You can run it locally on just 8GB RAM.

Let's fine-tune this on our own data (100% locally):

[CLAUDE @Claude_ville1]

The New Emirates Arsenal Champions Livery Airbus A380 landing at London Heathrow Airport

[Timothy Adegbola @timadeg92]

https://t.co/TTYV3MJCiq

[Timothy Adegbola @timadeg92]

@walata44 @SkySportsNews The question is, does fully fit Mosquera bench a half fit Timber against the best winger in the world?

The answer is NO

PS: Timber is not half fit

[Timothy Adegbola @timadeg92]

@abass_adew87445 @sc167846 @SkySportsPL He didn't just come back strongly, he scored a screamer in his first match

[Timothy Adegbola @timadeg92]

@mfc_mrpage You forgot to add

- 115 charges outcome imminent

👀

[Timothy Adegbola @timadeg92]

@HandofArsenal The big question is, Is half fit Timber better than Mosquera against best left winger in the world? I think so

[Dan Kornas @DanKornas]

AI/ML builders: this playlist is worth saving.

MIT 15.773 Hands-On Deep Learning Spring 2024 from MIT OpenCourseWare

The useful part is the map: llms / genai / agents concepts you can revisit when you need stronger foundations or implementation ideas.

Use it as a reference, not passive watching:

• skim the outline first
• take notes on the parts that map to your work
• turn one concept into a small build or experiment

Link is in the reply/comment 👇

♻️ Share this with your network if you found it useful or insightful.

[Dr. Knockamoto @jram_01]

@CuffsTheLegend 36 hr fast on weekend…. Best thing you can do for yourself, deeper fat loss than anything you ever did… you just need to learn how to get in, how to get out, and how to hydrate during…🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯

[D'Hood Bros @AfcHood]

Whatelse would inspire you if this doesn't?...

[Aaron @elnnenym]

Whatever he said. ❤️❤️

[Timothy Adegbola @timadeg92]

@iDanieltabi Iraola not Keith Andrew