Angela & Kezhan Shi – Medium

Angela & Kezhan Shi

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TDS Archive

Overview of Supervised Machine Learning Algorithms

How the big picture gives us insights and a better understanding of ML by connecting the dots

Jan 18, 2022

Overview of Supervised Machine Learning Algorithms

Jan 18, 2022

Pinned

Published in
TDS Archive

Machine Learning in Three Steps: How to Efficiently Learn It

Prioritizing the Essentials for Predictive Modeling without Overwhelming Yourself

Mar 3, 2023

Machine Learning in Three Steps: How to Efficiently Learn It

Mar 3, 2023

Published in
AI Advances

RAG with Source Location Built In

Helping Users Verify Answers in the Original Text

Apr 4

RAG with Source Location Built In

Apr 4

Published in
Towards AI

Structured Document Comparison: Going Beyond Naive RAG

From Precise Extraction to Transparent Justification using Advanced Methods

Mar 27

Structured Document Comparison: Going Beyond Naive RAG

Mar 27

Published in
TDS Archive

Building Trust in LLM Answers: Highlighting Source Texts in PDFs

100% accuracy isn’t everything: helping users navigate the document is the real value

Dec 27, 2024

Building Trust in LLM Answers: Highlighting Source Texts in PDFs

Dec 27, 2024

Understanding LDA and QDA In Excel

A Step-by-Step Guide for Training and Prediction in LDA and QDA

Dec 8, 2024

Understanding LDA and QDA In Excel

Dec 8, 2024

Gaussian Mixture Model (GMM): Practical Implementation in Excel

A practical approach with a simple dataset to really understand the stages of Expectation-Maximization

Dec 2, 2024

Gaussian Mixture Model (GMM): Practical Implementation in Excel

Dec 2, 2024

K-Means in Excel: To Truly Understand Lloyd’s Algorithm

A Hands-On Approach with Excel with a simple dataset

Dec 1, 2024

K-Means in Excel: To Truly Understand Lloyd’s Algorithm

Dec 1, 2024

What Do 1 Billion Nested Loop Iterations Really Tell Us?

The Benefits and Limitations of Microbenchmarks

Dec 1, 2024

What Do 1 Billion Nested Loop Iterations Really Tell Us?

Dec 1, 2024

Optimize Document Parsing for RAG

Example with the Extraction of Structured Information in Insurance Contracts

Nov 17, 2024

Optimize Document Parsing for RAG

Nov 17, 2024

Angela & Kezhan Shi

Angela & Kezhan Shi

data science and machine learning enthusiasts, dedicated to simplifying complex concepts in a clear way.

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