Data Science

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Lessons in Decision Making from the Monty Hall Problem

Lessons in Decision Making from the Monty Hall Problem

A journey into three intuitions: Common, Bayesian and CausalContinue reading on ...

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Understanding LLMs from Scratch Using Middle School Math

Understanding LLMs from Scratch Using Middle School Math

A self-contained, full explanation to inner workings of an LLMIn this article, w...

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The Power of Optimization in Designing Experiments Involving Small Samples

The Power of Optimization in Designing Experiments Invo...

A step-by-step guide to designing more precise experiments using optimization in...

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Hi From AI Canvas to MLOps Stack Canvas: Are They Essential?

Hi From AI Canvas to MLOps Stack Canvas: Are They Essen...

the AI, ML and MLOps stack canvases, explained with examplesContinue reading on ...

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Build and Deploy a Multi-File, Multi-Format RAG App to the Web

Build and Deploy a Multi-File, Multi-Format RAG App to ...

Part 1 — Developing the code using Python, Gradio, GROQ & LlamaIndexContinue rea...

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Successful AI Ethics & Governance at Scale: Bridging The Interpretation Gap

Successful AI Ethics & Governance at Scale: Bridging Th...

Principles that generalize require professionals who specializeContinue reading ...

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4 Years of Data Science in 8 Minutes

4 Years of Data Science in 8 Minutes

What I have learned in my 4+ year journey of studying data scienceContinue readi...

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