Rein

Machine Learning is fun Use Kaggle to find datasets and notebooks Use Jupyter Notebook to work on datasets and models locally Use Google Colab to work on datasets and models on the cloud Use PyTorch/Tensorflow to train models Use Ollama to run open source models on your computer Use Huggingface to upload and share models and datasets to the public Use OpenRouter to access hosted models on the cloud via API What is missing ?

12 GitHub repos to improve at AI engineering (categorized): 𝗟𝗟𝗠𝘀, 𝗥𝗔𝗚 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 1) Guides to build RAG, agents, vector search ↳ lucode.co/ai-developer-h… 2) RAG patterns ↳ github.com/NirDiamant/RAG… 3) E2E guide for building agents ↳ github.com/NirDiamant/age… 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀 4) Prompt engineering ↳ github.com/dair-ai/Prompt… 5) Hands-on ML + deep learning ↳ github.com/ageron/handson… 6) Neural networks ↳ github.com/karpathy/nn-ze… 𝗖𝘂𝗿𝗮𝘁𝗲𝗱 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲 𝗟𝗶𝘀𝘁𝘀 7) Examples building with openAI ↳ github.com/openai/openai-… 8) Ready to run templates ↳ github.com/Shubhamsaboo/a… 9) ML frameworks, libs, & software ↳ github.com/josephmisiti/a… 10) Data Science resources ↳ github.com/academic/aweso… 𝗛𝗮𝗻𝗱𝘀-𝗢𝗻 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 11) 100+ projects ↳ github.com/patchy631/ai-e… 12) E2E project with Claude Code ↳ github.com/shareAI-lab/le… If you're serious about AI engineering, this repo is worth bookmarking (star it): lucode.co/ai-developer-h… It’s not just theory; you’ll find: • Full AI apps and reference implementations • Jupyter notebooks for RAG, agents, and vector search • Practical guides on agent architecture and memory systems If you found this list useful, star the repo so you can come back to it later (and support more content like this) What other AI GitHub repos should be on the list? —— ♻️ Repost to help others learn AI engineering. 🙏 Thanks to @Oracle for sponsoring this post. ➕ Follow me ( Nikki Siapno ) to improve at AI engineering.

20 Completely FREE Courses for 2026: 1. Machine Learning youtube.com/watch?v=hDKCxe… 2. LLM youtube.com/playlist?list=… 3. Generative AI youtube.com/watch?v=mEsleV… 4. Python youtube.com/playlist?list=… 5. JavaScript youtube.com/playlist?list=… 6. SQL youtube.com/playlist?list=… 7. Java youtube.com/playlist?list=… 8. React 19 youtube.com/playlist?list=… 9. React Native youtube.com/watch?v=f8Z9Jy… 10. Django youtube.com/playlist?list=… 11. C++ youtube.com/watch?v=FpfHmA… 12. Rust youtube.com/playlist?list=… 13. TypeScript youtube.com/playlist?list=… 14. Golang youtube.com/playlist?list=… 15. C# youtube.com/watch?v=0QUgvf… 16. Kotlin youtube.com/watch?v=TEXaoS… 17. Swift youtube.com/watch?v=CwA1VW… 18. PHP youtube.com/playlist?list=… 19. C youtube.com/playlist?list=… 20. DSA youtube.com/playlist?list=… 👇Comment "Course" for more resources. Repost so others can benefit. Bookmark for future.

80 Claude Repos that will completely change your life: (save this) 1. Terminal AI coding agent github.com/anthropics/cla… 2. Ready-to-use starter apps github.com/anthropics/cla… 3. Official agent skills github.com/anthropics/ski… 4. Plugin marketplace github.com/anthropics/cla… 5. Full ecosystem github.com/orgs/anthropic… 6. Master list github.com/hesreallyhim/a… 7. 1000+ plugins github.com/quemsah/awesom… 8. Huge skills library github.com/sickn33/antigr… 9. Curated skills github.com/VoltAgent/awes… 10. Cross-platform skills github.com/alirezarezvani… 11. LLM pipelines github.com/langchain-ai/l… 12. Agent workflows github.com/langchain-ai/l… 13. Multi-agent systems github.com/microsoft/auto… 14. Team-based agents github.com/crewAIInc/crew… 15. AI dev team github.com/metaGPT/metaGPT 16. Code agents github.com/gpt-engineer-o… 17. Auto PR fixes github.com/sweepai/sweep 18. AI coding assistant github.com/continue-repl/… 19. Code search github.com/BloopAI/bloop 20. Agent standards github.com/agentprotocol/… 21. Productivity plugins github.com/anthropics/kno… 22. AI SDK github.com/vercel/ai 23. Memory layer github.com/upstash/contex… 24. Voice agents github.com/fixie-ai/ultra… 25. Deploy agents github.com/superagent-ai/… 26. Web agents github.com/xlang-ai/OpenA… 27. Reasoning agents github.com/ysymyth/ReAct 28. Long-term memory github.com/mem0ai/mem0 29. AI apps infra github.com/helixml/helix 30. API layer github.com/trpc/trpc 31. Clean UI github.com/ChatGPTNextWeb… 32. Self-hosted UI github.com/open-webui/ope… 33. Modern UI github.com/mckaywrigley/c… 34. Desktop app github.com/lencx/ChatGPT 35. Next.js clone github.com/Nutlope/chatGP… 36. Template github.com/vercel-labs/ai… 37. Claude-ready UI github.com/Yidadaa/ChatGP… 38. Minimal UI github.com/ivanfioravanti… 39. Lightweight UI github.com/louislam/ChatG… 40. Adaptable UI github.com/zk-ml/chatglm-… 👇

It doesnt change the fact you are daft, anything knew , your brain and my arse same whatsapp group

Everyone keeps tiptoeing around saying it for fear of being canceled. Say it boldly, stranger - danger.

Hakuna mtu amekukataza umalaya btw. Wewe fanya tuu umalaya yako polite lakini ujue "vyombo vya habari" ikileta taarifa eti kuna tukio imetokelezea, we'll be here to give our opinions which actually won't even matter, haha.

Crazy.

@Honeyfarsafi Unakua fala sometimes.

Hata nikilala kwa barabara uchi will never be reason enough to kill women and justify it

@lilacmwesh 😂😂 kumbe jamaa anakua na talent ya being a songer apart from being a SE.

@MercyKirwa4 Blocked.

Mimi ukiniona nimekublock it’s either you’re a government apologist, pedo or a rapist

@HeemMufc You assume Arsenal will get past Athletico

Arsenal anakaa kulima hizi sides mbili because they are good defensively.

@euronews Eu can never sanction Israel , USA will tear EU apart.

The European Union has warned Israel that it is ready to impose sanctions on those aiding and abetting the trade of Ukrainian grain stolen by Russia in the occupied territories, after a new ship loaded with the cereal arrived in the port of Haifa. l.euronews.com/safl

@Arsenal_rep1 Haha you assume arsenal will get past Atheltico 🤣

The funny part is either PSG or Bayern Munich can't beat Arsenal in the final.. Arsenal defense is solid unlike the porous PSG and Bayern defense and again Arteta won't play football with either Kompany or Luis Enrique, Arteta will slow the game down and reduce it to nothing.. Arsenal defense will do the bulk of the job and get Arsenal the victory.. Jsyk, If Arsenal get past Atletico Madrid, Arsenal will WIN the champions league....

@NaekuMercy My sister is not a whore.

Consolata Githinji >Connie’s story exposes a chilling and deeply disturbing trend of men throwing young ladies from high-rise balconies like their lives mean nothing. What kind of cruelty is this? How does it keep happening? Men, why are you turning against your own sisters in such a brutal, heartless way?! This has to stop. Enough is enough!

@DurovPD Musk.

Name someone who lies more than Sam Altman… I’ll wait.

@m4muriithi Die.

manze yall fucking niggas can't even let someone rest in peace after such a gruesome death without pushing an agenda. yall make me sick

@olugewan Criticism: What are the police supposed to do? That should be left to the DCI.

Like clockwork, there are no criticisms for the MURDERING RAPIST who killed her

@bevalynekwambo3 Dragging the killer ni kazi ya polisi . Shenzi.

A girl was murdered in a horrific way, and instead of dragging the killer and condemning the evil act, you’re attacking the victim and scrambling to invent excuses so she fits your twisted idea of a “perfect victim.” Shame on you and the rotten mindset that raised you.