H-Ola Dowlib

Jesus || Physicist || Junior DevOps Engineer || Backend Dev. || Pianno || Open to Volunteering and internship roles || web3 || ||

[Anatoli Kopadze @AnatoliKopadze]

Don't waste 2 years learning to build LLMs like Claude & ChatGPT.

Stanford just dropped a 2 hour course on how to build LLMs from scratch.

00:00 - break text into tokens
25:44 - decode a user prompt
35:40 - train the model end to end
1:16:47 - build the architecture from scratch

Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs.

Watch it, then go further with the step-by-step guide below on how to build a system that improves itself.

[freeCodeCamp.org @freeCodeCamp]

Odoo is an open-source enterprise resource planning (ERP) platform that helps teams manage operations.

And choosing how to host it comes down to how much control you want vs the operational overhead.

In this article, @AbdulTa62185243 compares self-hosted and managed Odoo hosting, including the tradeoffs around maintenance, security, customization, and cost.

https://t.co/UQPhDsKEl2

[Mustafa @oprydai]

study calculus.

not because you need to pass an exam.

because calculus teaches you how the world changes.

• derivatives → how fast something is changing right now
• integrals → how tiny changes accumulate into something larger
• differential equations → how systems evolve through time
• partial derivatives → how one variable changes inside a system with many moving parts
• gradients → which direction changes something fastest
• optimization → finding the best solution under constraints

then connect it to reality.

• velocity is the derivative of position.
• acceleration is the derivative of velocity.
• energy can be accumulated through integration.
• control systems are built around changing states.
• neural networks learn using gradients.
• physics is full of differential equations.

don’t memorize calculus as a collection of formulas.
draw it. simulate it. derive it. write code for it. connect it to motion and physical systems.

calculus becomes beautiful when you stop seeing x and y.
and start seeing change.

[NetworkChuck @NetworkChuck]

Did you know you can use Docker to spin up and test entirely different operating systems in seconds? 

Watch the full video to discover 18 weird and wonderful ways I use Docker👇

https://t.co/oAvEa7Q5Dn

[Ayaan 🐧 @twtayaan]

If you're preparing for a DevOps interview, bookmark these 7 repos:

1️⃣ DevOps Interview Questions
https://t.co/lcBAh0pE9x

2️⃣ System Design Primer
https://t.co/sGzVwRRco0

3️⃣ Linux Sysadmin Interview Questions
https://t.co/eomBs6XtOI

4️⃣ Kubernetes Interview Questions
https://t.co/llyBFLQJG9

5️⃣ AWS Interview Q&A
https://t.co/4RjaWucYd0

6️⃣ DevOps Exercises
https://t.co/ulbnupaeUM

7️⃣ The Book of Secret Knowledge
https://t.co/u9v3ONDMj6

Save these. You'll probably need them before your next interview.

[diyu @haha_girrrl]

Job market so cooked

[CopyRebeldia @CopyRebeldia]

Así se ve un sueldo de 750.000 dólares al año: un tipo en camiseta blanca, un pizarrón y 2 horas y media.

Stanford, CS336. Percy Liang construye un LLM desde cero. Lo que hay debajo de Claude y ChatGPT, y arranca por la parte que todos saltan: el modelo no lee tu texto, lee números.

Anthropic paga ese sueldo a los ingenieros que entienden esa capa.

Lo único que cobra Stanford son 2 horas y media de tu atención.

[Dabanne @That_Faysal]

🇳🇬 14+ OPPORTUNITIES FOR NIGERIANS — GRANTS, JOBS, SKILLS, LOANS & MORE

If you're a student, graduate, entrepreneur, tech enthusiast or young professional, here are opportunities you should check out.

1️⃣ NELFUND Student Loan
Interest-free student loans for eligible Nigerians in tertiary institutions, covering approved education and/or upkeep costs.

🔗 https://t.co/ohRaReOcpQ

2️⃣ Technical & Vocational Education and Training (TVET)
Skills training in technical and vocational fields, with the programme listing stating a monthly ₦45,000 stipend for participants.

🔗 https://t.co/EVTx4KJjCS

3️⃣ 3 Million Technical Talent (3MTT)
A Federal Government digital-skills programme focused on building Nigeria's technical workforce. Skills include AI/ML, Data Science, Data Analysis, Software Development, Cybersecurity, Cloud Computing and more.

🔗 https://t.co/rSjlxyl7vX

4️⃣ Digital Literacy for All
A digital-literacy initiative aimed at helping Nigerians develop essential digital skills and participate more effectively in the digital economy.

🔗 https://t.co/yiALqyb25B

5️⃣ Nigerian Youth Startup Grants
A youth-focused funding opportunity listed as providing grants for youth-led startups and informal businesses to support business growth and innovation.

🔗 https://t.co/UXjQUsDsVO

6️⃣ Youth Investment Fund
Financial support and business-development assistance for young Nigerians looking to start or expand viable businesses.

🔗 https://t.co/cawvaQxMW9

7️⃣ National Youth Development Bank
A proposed youth-focused financing platform designed to provide affordable capital and financial products for young Nigerian entrepreneurs.

🔗 https://t.co/QsuVOlWOpR

8️⃣ African Development Bank Youth & Women Enterprise Fund
A major African Development Bank initiative supporting youth- and women-led businesses through financing and enterprise-development support.

🔗 https://t.co/2VXGADJQ7Z

9️⃣ Nigerian Youth Gig Digital Platform
A platform designed to connect young Nigerians with freelance, gig and remote-work opportunities.

🔗 https://t.co/taRCx6Dg5S

🔟 Labour Employment & Empowerment Programme (LEEP)
An employment and empowerment initiative focused on skills development, entrepreneurship and job creation.

🔗 https://t.co/q5LEKYeQS4

1️⃣1️⃣ National Directorate of Employment (NDE)
Provides vocational training and other employment-support initiatives designed to help Nigerians gain skills and become economically independent.

🔗 https://t.co/p6cy7cKXnZ

1️⃣2️⃣ CNG-Powered Tricycle Empowerment Scheme
An initiative supporting youth participation in sustainable transportation through CNG-powered tricycles for commercial transport businesses.

🔗 https://t.co/pZJYIDXXvA

1️⃣3️⃣ Reimagining Hope Creative Residency
Supports young creatives in areas such as film, music, fashion and technology through training, mentorship and production opportunities.

🔗 https://t.co/CiPBwUqrRK

1️⃣4️⃣ Next Generation Resilience Corps
A climate and sustainability-focused opportunity involving young Nigerians in climate action, innovation and community resilience projects.

🔗 https://t.co/EjCpO1pdsd

1️⃣5️⃣ Stockholm Junior Water Prize Nigeria
An opportunity for young innovators working on water, environmental and sustainability challenges through research and innovation.

🔗 https://t.co/JMj5KMNakn

1️⃣6️⃣ NDDC Youth Entrepreneurship Fund
A youth entrepreneurship funding initiative targeted at eligible young people and businesses within the Niger Delta region.

🔗 https://t.co/LYGLFjtkyp

📌 Don't just bookmark this, share it with someone who needs an opportunity.

⚠️ Always verify eligibility, deadlines and application status on the relevant official government/organization website before submitting sensitive information or paying anyone.

#Nigeria #Opportunities #Grants #Jobs

[𝐇𝐚𝐦𝐳𝐚 | Networking Guy @Hamzaonchain]

Docker explained in 4min

[chinedu🦀 @chinedu_10]

Lol… but B-trees are self-balancing trees used for efficient searching on disk in SQL databases like Postgres, MySQL, etc.

They are directly connected to database indexing. Unless you are building a database engine, I don’t see how this connects to backend engineering unless you want to understand how database indexes work under the hood.

You absolutely do not need to implement B-trees. I also made a video on indexes and B-trees for those interested.

[NetworkChuck @NetworkChuck]

You need to switch to Linux RIGHT NOW!! (ft. @dhh , @typecraft_dev and @OmarchyLinux )

Also, huge thanks to @tobi , @patrickc , @MichaelDell , @jack , @eastdakota , @brendaniribe , @jasonfried and @dhh for donating a shit ton of money to make this the #yearofthelinuxdesktop

btw, uploading the full video to @X from youtube. ----> Will ya'll watch it here?

Let's see if we can impress @elonmusk

[SolvingForZ @SolvingForZ]

Find Easy Method for calculus ✅✍️📚

[Tom Dörr @tom_doerr]

Practice cybersecurity skills using 70 hands-on projects with full source code, organized from beginner fundamentals to advanced security operations.

https://t.co/xu93Q5bOoU

[NetworkChuck @NetworkChuck]

CCNA from Start to Finish: One MASSIVE Packet Tracer Lab https://t.co/mc2yuCEMTC

[Roan @RohOnChain]

My friend applied to 150 tech jobs in two years. No MIT. No Stanford.

Last month Anthropic offered him $750,000.

I asked him how he broke in from zero.

He sent me the exact video that got him in. A 3-hour course to build a full LLM from scratch.

A developer teaches you exactly how LLMs like ChatGPT and Claude are actually built.

I watched it last night.

Halfway through, I realized I could break into an AI lab in weeks, not years.

Bookmark this and read the article below.

• 00:00 - intro to building LLMs
• 17:58 - LLM tokenization
• 01:06:03 - LLM embedding vectors
• 02:46:55 - LLM transformer architecture
• 03:25:05 - GPT architecture

[H-Ola Dowlib @TandemVuu]

@wereyboi007 Pot + 8 x o = Pot8o

[SCR @SCR01111]

Big Tech interviews don't test 500 completely different DSA ideas. 📌

The same patterns keep coming back in different disguises.

If you're preparing for software engineering interviews, learn to recognise these patterns instead of memorising solutions.

Here are the ones I'd master first 🧵👇

[H-Ola Dowlib @TandemVuu]

@amosuibk Interestd backend engineer

[ₕₐₘₚₜₒₙ @hamptonism]

Make it your goal in life to master three things:

Game Theory, Probability, Supply/Demand.

[Math Cafe @Riazi_Cafe_en]

Algorithms by Jeff Erickson

PDF: https://t.co/qAf1CKWlEi