🤖
AI
AI Math
500
Cards
~250m
Study time
Advanced
Difficulty
Sample questions
- ▸What is a vector in the context of machine learning?
- ▸How do you add two vectors?
- ▸How do you multiply a vector by a scalar?
- ▸What is the L2 (Euclidean) norm of a vector?
- ▸What is the L1 norm of a vector?
🤖
AI
Llm Application Design
100
Cards
~50m
Study time
Advanced
Difficulty
Sample questions
- ▸What is an LLM application?
- ▸What is retrieval-augmented generation (RAG)?
- ▸Why is grounding important in LLM apps?
- ▸What is prompt injection?
- ▸What is tool calling?
VS
🤔 Which should you study first?
Both topics are in the AI category, so they complement each other well. We suggest starting with the smaller deck to build momentum:
AI Math
500 cards · ~250 min · Advanced
Llm Application Design
100 cards · ~50 min · Advanced
⭐ Quicker to complete