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AI Engineer (LLM & Generative AI)
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Machine learning

AI Engineer (LLM & Generative AI)

Machine learning questions

10 questions on Machine learning for ai engineer (llm & generative ai)s, easiest first.

Easy 4

Grouping data with no labelseasy
Why keep a separate test seteasy
Spotting overfittingeasy
Computing precisioneasy

Medium 3

Reading predictions from middle layersmedium
One neuron, many unrelated conceptsmedium
What sparse autoencoders findmedium

Hard 3

What induction heads dohard
Using attention maps as explanationshard
Steering a model through its activationshard

More AI Engineer (LLM & Generative AI) skills

RAG and vector search 181 LLM fundamentals 179 Transformers and LLM internals 179 AI agents and tool calling 152 Model serving and inference 44 LLM evaluation 43 Decoding 29 Deep learning and PyTorch 28 Fine-tuning 26 Prompt engineering 15 Transformer Architecture 15 Query Transformation 12 RAG Operations 12 RAG Security 9 Resilience and fault tolerance 7 LLM safety and guardrails 6 Rlhf 6 Multimodal 6 Web application security 6 Document Parsing 5 Performance and debugging 5 CI/CD 5 Statistics and probability 4 Mixture Of Experts 4

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