shandu.☆ 🥷

If I had 6 months to become an AI Engineer. I’d do this. Stage 1 - Python Basics Syntax, loops, functions, OOP, NumPy, Pandas. Stage 2 - Math for Al Linear algebra, statistics, probability, basic calculus. Stage 3 - Machine Learning Regression, classification, clustering, metrics (scikit-learn). Stage 4 - Deep Learning Basics Neural networks, CNNs, RNNs, training fundamentals (PyTorch/TensorFlow). Stage 5 - Modern AI (LLMs) Prompt engineering, embeddings, RAG, fine-tuning small models. Stage 6 - Build Al Projects Chatbots, classifiers, NLP apps, image models. Stage 7 - GenAl Tools LangChain, HuggingFace, vector databases (FAISS, Pinecone). Stage 8 - MLOps Essentials FastAPI/Flask, Docker, GitHub, cloud deployment basics. Stage 9 - Full Projects End-to-end ML pipeline, deployed Al apps. Stage 10 - Portfolio 5-7 polished projects with README + demo videos. Stage 11 - Job Prep LeetCode basics, system design basics, ML/Al interviews. Stage 12 - Apply Al Engineer, ML Engineer, Data/Al roles, GenAl developer.

Twitter is such a goated app, it feels like a psych ward with no staff

Don't attach yourself to: - a person - a project - a company - an organization Attach yourself to: - a goal - a calling - a mission - a purpose

ain’t no method nigga go put in sum work

First look at the ‘KAGURABACHI’ anime. Releasing in April 2027.

My Goat moved to Germany to do System Engineering He’s earning R2 million a month and blocked us all 😭😭😭

Rage baiting Thirst trapping Vague Posting Clip Farming The 4 Horsemen of the attention economy apocalypse.

Screenshotting tweets and posting them on my WhatsApp status >>>

@ANDILE__04 Haybo mjita??😭😭

Ngl once I get rich I’m switching up on my day 1s and letting the money change,I’ve been broke for way too long.

The smartest are quiet. The happiest are private.

Women who drink and smoke during pregnancy are up there with rapists🚮

where was this energy when gigi cheated on kai cenat lmfaooo

"You still on Twitter?" yeah, that's why I don't laugh at any of the shit you show me. I seen it weeks ago😭

the same God that gives you vision will always give you strategy

PICK THE MOST INSANE PATH AND DONT LOOK BACK

Stogie T gets emotional after winning Best Hip Hop for Four Horsemen ft. Nasty C, Maggz & A-Reece #MetroFMMusicAwards2026 #MMA26

I know Kane Keid's girlfriend bumps Æ while he contemplates about words that rhyme with poverty

@YSL_Mongameli Yhooooo the strays Kane Keid is catching???😭👋

Feeling stupid = u are actually learning.