@thom.code: Part 1 ~ How to Learn AI Engineering 🗺️ Roadmap Summary: 1. Learn production Python, basic math (stats, linear algebra), Git, APIs, and command line 2. Get familiar with the core toolkit: OpenAI API: gives you access to powerful pre-trained models without building anything from scratch HuggingFace: a library of open source models you can use and fine-tune for more control LangChain: lets you chain model calls together into actual multi-step applications Pinecone: a vector database that gives your AI the ability to store and retrieve information Docker: packages your app so it runs the same way in every environment 3. Build your first projects: a chatbot, a RAG app, and a content generator 4. Go deeper: fine-tuning, advanced RAG, proper deployment 5. Land your first role (most people do this around year 1-2) 6. Work towards senior level: inference optimization, security, monitoring at scale #programming #coding ​ #aiengineering​ #roadmap​

Thom Code

Open In TikTok:

Region: NG

Saturday 02 May 2026 15:11:41 GMT