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Artificial Intelligence
Unleashing the Power of Predictive Modeling: Overcoming Challenges in Forecasting Annual Revenue Intro Challenges Approaches Model Strategy Mid — Summary
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June 30, 2023
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Artificial Intelligence
Effective-tune MPT-7B on Amazon SageMaker 1. Install dependencies and set S3 paths 2. Construct a fine-tuning dataset 3. SageMaker Training job 4. Summary
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June 23, 2023
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Artificial Intelligence
Book Summary: Turning Text into Gold Key Takeaways What the heck is a taxonomy? Now what? A straightforward example
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June 14, 2023
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Artificial Intelligence
A Latest Document Summary Index for LLM-powered QA Systems Background Document Summary Index Example Next Steps
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May 9, 2023
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Artificial Intelligence
The right way to Write Higher Study Notes for Data Science 1. Distill key concepts into summary and cheat sheets 2. Use in-line examples to relate concepts 3. Insert diagrams, flowcharts, and mind maps 4. Rewrite concepts in your personal words 5. Add your personal questions or comments 6. Review, revise, and test yourself using your notes
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April 6, 2023
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Artificial Intelligence
Fast and Scalable Hyperparameter Tuning and Cross-validation in AWS SageMaker 1. What are Warm Pools? 2. End-to-end SageMaker Pipeline 3. What happens contained in the Tuning step? 4. What will we get out of using Warm Pools? 5. Summary
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March 7, 2023
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