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IT: Artificial Intelligence & Data
LLM Data and Inference Engineering
Curriculum
1 Section
9 Lessons
30 hours
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Unit 2 — LLM Data and Inference Engineering
9
1.1
A Note on Data Ethics
20 mins
1.2
Building the Dataset
20 mins
1.3
Knowing “Just Enough” Engineering
20 mins
1.4
Notes
20 mins
1.5
Selecting Your LLM
20 mins
1.6
Experiment Management with LLMs
20 mins
1.7
LLM Inference
20 mins
1.8
Optimizing LLM Inference with Experiment Management
20 mins
1.9
Fine-Tuning LLMs
20 mins
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