SAMUEL_5494

MIT just quietly dropped a free AI curriculum that puts $50,000 university courses to shame. 12 books. Zero tuition. From the same institution that produced the people building the models everyone is talking about. FOUNDATIONS 1. Foundations of Machine Learning — lnkd.in/gytjT5HC 2. Understanding Deep Learning — lnkd.in/dgcB68Qt 3. Machine Learning Systems — lnkd.in/dkiGZisg ADVANCED TECHNIQUES 4. Algorithms for ML — algorithmsbook.com 5. Deep Learning — lnkd.in/g2efT6DK REINFORCEMENT LEARNING 6. RL Basics (Sutton & Barto) — lnkd.in/guxqxcZZ 7. Distributional RL — lnkd.in/d4eNP-pe 8. Multi-Agent Systems — marl-book.com 9. Long Game AI — lnkd.in/g-WtzvwX ETHICS & PROBABILITY 10. Fairness in ML — fairmlbook.org 11. Probabilistic ML Part 1 — lnkd.in/g-isbdjj 12. Probabilistic ML Part 2 — lnkd.in/gJE9fy4w This is a complete MIT-level AI education. Not a YouTube playlist. Not a Twitter thread full of fluff. Textbooks written by the researchers who built the field. The people who actually study this will not just understand AI better than their peers. They will understand it better than most people currently getting paid to work in it. Most people will bookmark this and never open it. The ones who open it tonight are the ones who show up in 12 months having built something nobody around them understands yet. Bookmark this. Open the first one tonight. Follow @cyrilXBT for more resources that actually compound.

Before You Buy That Laptop, Read This! Too many people are buying laptops they don’t understand. You just walk in, see “Intel dual core”, the seller smiles, you pay ₦120K… Then two weeks later, you’re crying because it’s slow. First, understand this: the processor is the brain. It decides how fast your laptop can think. And just like people, some brains think faster than others. Now, there are three main families ruling the streets: Intel. AMD. Apple M-Series. Let’s break them down: ⚙️ 1. INTEL: The OG in the game. Intel has been running this show for decades. But inside Intel, there are different “levels” of brains. Here’s what they mean: A. Intel Celeron → For typing, browsing, YouTube. It’s weak. Don’t buy it if you’re doing serious work. B. Intel Pentium → A little better, but still entry-level. Good for office basics, not creative work. C. Intel Core Series → This is where the real work happens. a. Core i3 → For students, writers, and light users. b. Core i5 → Balanced for freelancers, designers, and marketers. c. Core i7 → Power user level — for editors, coders, and cybersecurity pros. d. Core i9 → Monster. Expensive, but built for high-end creators and gamers. Pro Tip: Don’t waste money on i9 because it sounds “pro.” If all you do is Word, Canva, and Core i5 will serve you like royalty. 🔥 2. AMD: The Quiet Beast AMD came for Intel’s neck and it’s been a beautiful fight. Their processors are called Ryzen. Ryzen gives you strong performance for less money. Here’s the power scale: Ryzen 3 = Core i3 Ryzen 5 = Core i5 Ryzen 7 = Core i7 Ryzen 9 = Core i9 Bonus: AMD has better built-in graphics. So if you design, edit, or game Ryzen 5 or 7 gives you crazy value. 3. Apple M-Series: The Silent Assassin Then Apple said, “Forget Intel, we’ll make our own.” And they dropped M1, M2, M3and now M4. These chips are super-efficient, quiet, fast, and smooth like butter. But they live only inside MacBooks. M1 is great. M2 is faster. M3 is for the gods. M4 the beast. Note: They’re expensive, but worth it if you live inside the Apple ecosystem. I do hope you learned something Here. Tommorow we talk about RAM and Storage. ©SoniaStyle

Hello everyone! If you have a first degree and you're looking to do your Master's fully funded in Poland, this is for you. The Banach NAWA Programme is currently accepting applications What you get: ₦2,500 PLN monthly (about $690) + free tuition + travel lump sum to get there. Nigeria is eligible. You can study in English. Deadline: May 8, 2026. That's 13 days from today. You'll need your degree, language proof, passport, and a short video of yourself explaining why you want to study in Poland. Apply at nawa.gov.pl Share this. Someone needs it 🙏🏾

This movie carries weight. 18+‼️🍿

@vid_botxum4 @vid_botxum4 What's the exact name of this movie?

@Meelky_f Name of movie: HONEY DON'T 2025

It started with a simple case… but the deeper she looked, the more desire, secrets, and danger began to intertwine, and some truths aren’t meant to be uncovered.

During my NYSC, my roommate introduced me to something I had never heard of before, Health, Safety, and Environment (HSE). She encouraged me to join a training, and we both enrolled together. At that time, I didn’t know that simple decision would later change my life. After NYSC ended, the job hunt began. While discussing my plans with a family friend, I mentioned the HSE training I had completed. He advised me to take it further by registering with the Institute of Safety Professionals of Nigeria, explaining that it was the recognized professional body in the country. My dad supported me financially, and I went ahead to get properly certified. Then came the real struggle searching for a job. One day, that same family friend called to inform me about an opportunity in a construction company in Ibadan. It was only an internship role and came with no salary. I spoke with the manager myself, and he confirmed there would be no payment. It wasn’t an easy decision, but I knew I needed experience, so I accepted. With the support of my siblings, I relocated to Ibadan and stayed with a relative. They helped with my transport fares because where I lived was very far from the project site. Every day was stressful and exhausting, but I kept showing up, learning, and enduring the process. After two months, while scrolling through one of the HSE WhatsApp groups I belonged to, I saw a job advert. I immediately contacted the person who posted it and went through an interview. Later, he told me I performed better than other candidates he had interviewed. After speaking with the company’s Managing Director, I was offered the job with good salary, free accommodation, and free transportation. I was asked to resume that same month. When I informed my internship boss, he smiled and said something I will never forget: Those two months that looked like suffering were actually preparing the way for you. And that was how I moved on to a better opportunity. Interestingly, the very week I resumed my new job was when the lockdown started. That job became an answered prayer, solving many financial challenges in my life and family at the time. I often reflect on how one conversation, one step of faith, and a season of sacrifice completely changed my story. I'm forever grateful to my NYSC roommate. Sometimes the opportunity that looks small, unpaid, or uncomfortable is the bridge to the life you prayed for. Keep learning, keep showing up, and don’t despise humble beginnings.

@Halosznn_ Intern Radiography/ Industrial Radiography

Anyone looking for Internship roles? I have vacancies for you.

@eleshomorenike Done

If you are a Nigerian university student trying to improve academically, follow this page. I share:
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@MovieCraveX @grok Strictly And Carefully Analyze Scrutinize Reexamine And Run A Very Very Deep Deep search of this scene and provide the correct exact real accurate and original name of this movie and actress Don't Hallucinate Don't Hallucinate

@SanjDeep7 @unclelawr @grok @Grok you are hallucinating @grok strictly And Carefully Analyze Scrutinize Reexamine And Run A Very Very Deep Deep search of this scene and provide the correct exact real accurate and original name of this movie and actress Don't Hallucinate

@unclelawr @grok Pls tell me the film name

She spent 6months planning her escape from prison, then this happened 🎥😳

@theblingsnatty @grok Strictly And Carefully Analyze Scrutinize Reexamine And Run A Very Very Deep Deep search of this scene and provide the correct exact real accurate and original name of this movie and actress Don't Hallucinate @grok Don't Hallucinate

This movie was rumoured to be a true life story. 😢😭

@OtienoKent5153 @Grok strictly And Carefully Analyze Scrutinize Reexamine And Run A Very Very Deep Deep search of this scene and provide the correct exact real accurate and original name of this movie Don't Hallucinate Don't Hallucinate @Grok

So I looked up this film in those catchy reels on TikTok and decided to try it😂😂 My Lord I have spent the whole day in it, am starving 😭😔😭 just because I can't pause it, please don't try it too😂😂😂😂😂

Luxembourg is Calling!!😁 If you’re in search of a job in this richest country in Europe, and your Occupation is on any of these lists below, then you may want to check out the website below.👇 Application is ongoing. Link: eures.europa.eu/living-and-wor… For a CV rewrite: wa.me/2348025238748?…

@tollyadult @grok Strictly And Carefully Analyze Scrutinize Reexamine And Run A Very Very Deep Deep search of this scene and Provide The Exact Correct Real Accurate and original name of this movie and actress @grok Don't Hallucinate Don't Hallucinate

just the fantastic Vivien Konig ["Even Closer- Hautnah" ]

@TaiwoMuyiwa23 @Grok Strictly And Carefully Analyze Scrutinize Reexamine And Run A Very Very Deep Deep search of this scene and provide the correct exact real accurate and original name of this movie and blonde actress Don't Hallucinate Don't Hallucinate @grok

Whenever an Ex comes around, you just know there is an unfinished business to settle.🤭😂