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AE 01: Case study in ML: Property assessment in Cook County
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AE 02: Make a model
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AE 03: Use your data
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AE 04: Build better data (I)
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AE 05: Build better data (II)
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AE 06: Tune your workflows
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AE 07: Evaluate models
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AE 08: Predicting song artist
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AE 09: Explore coffee taste tests
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AE 09: Explore coffee taste tests
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R
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AE 09: Explore coffee taste tests
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Python
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AE 10: Brainstorm project topics
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AE 11: Preparing the coffee survey data
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AE 12: Explaining models of student debt
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AE 13: Document LLaMA
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AE 14: Version your housing model
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AE 14: Version your housing model
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R
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AE 14: Version your housing model
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Python
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AE 15: Deploying models to the cloud using Docker
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AE 15: Deploying models to the cloud using Docker
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R
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AE 15: Deploying models to the cloud using Docker
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Python
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AE 16: Introduction to LLMs
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AE 16: Introduction to LLMs
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AE 17: Programming with LLMs
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AE 17: Programming with LLMs
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AE 18: Prompt engineering
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AE 18: Prompt engineering
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Suggested answers
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AE 19: Retrieval Augmented Generation (RAG)
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AE 19: Retrieval Augmented Generation (RAG)
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AE 20: Tool calling
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AE 20: Tool calling
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Suggested answers
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AE 21: Beyond tools
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AE 21: Beyond tools
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Suggested answers
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AE 22: Start project 02
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AE 23: Draft project 02 proposal
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