Build AI
Software developer transitioning to LLM applications
I am a software developer
Build reliable applications on large language models, and deploy them.
You become An AI application engineer
A path takes you from where you are today to a role. It tells you which courses to take, how much of each, and how much code you need.
Which one sounds like you?
Build AI
I am a software developer
Build reliable applications on large language models, and deploy them.
You become An AI application engineer
Use and lead AI
I am an expert in my field
Use your expertise to apply AI to the real problems of your field.
You become An AI practitioner in your field
Use and lead AI
I lead an engineering team
Lead a team that builds AI: judge designs, quality, risk and cost.
You become A confident leader of an AI team
Use and lead AI
I decide what products to build
Decide which AI products to build, and launch them responsibly.
You become An AI product leader
Build AI
I am a student or a new graduate
Train machine learning models on real data, and serve them to users.
You become A junior machine learning engineer
Build AI
I want AI to answer from our documents
Make AI answer from your own documents, and measure how good the answers are.
You become A RAG and evaluation specialist
Build AI
I want to build AI agents
Build AI agents that use tools and data safely, with MCP.
You become An agent and MCP application engineer
Build AI
I want to build a whole AI product
Build, evaluate and ship a complete AI product, from the interface to the release.
You become A full-stack AI engineer
Build AI
I run systems in production
Deploy, release, scale and operate ML and LLM systems in production.
You become An MLOps or LLMOps engineer
Build AI
I want to know how models work inside
Understand neural networks and transformers, and adapt models with fine-tuning.
You become A deep learning engineer
A full dot is a whole course, a half dot its concept modules, a small ring an optional course.
The colour of a course is its track:
Answer a few questions in your profile. My learning then shows the path for your goal, the courses that you may skip, and the weeks it takes at your pace.