jaekangai-quarto
About
Jaekang Lee’s AI blog
Categories
All
(21)
EDA
(5)
Kaggle
(2)
RAG
(2)
Udacity
(1)
book
(2)
certificate
(1)
computer_vision
(3)
datafest
(1)
kaggle
(2)
meme
(1)
ml
(6)
nlp
(2)
recommendation system
(1)
side-quest
(6)
visualisation
(2)
How to chunk documents (Contexual chunking) in RAG
ml
RAG
Chunking is a complicated component of RAG. Find out how to effectively use chunking.
Nov 9, 2024
Jaekang Lee
How to evaluate unsupervised RAG pipeline with simple True/False questions + Multilingual ✔️❌
ml
RAG
Evaluating RAG is difficult. Find out how to effectively tackle this problem.
Oct 23, 2024
Jaekang Lee
Kaggle Sept, Oct 2024
kaggle
EDA
ml
Cancer ISIC detection 2024 + Ariel Exoplanet data 2024 challenge
Sep 16, 2024
Jaekang Lee
Kaggle August 2024
kaggle
EDA
ml
Binary classification using XGBoostClassifier + Predicting human processing behavior when humans are reading AI outputs using llama3.1.
Aug 23, 2024
Jaekang Lee
Book blog 2024 V1 📚
book
12rules how and why to rich habit at 5am making bed quietly with strangers.
Aug 21, 2024
Jaekang Lee
CV generator using LangGraph agentic workflow (team of AI’s) 🤖
ml
side-quest
note: may take 50 second to load as it is free tier.
Jul 2, 2024
Jaekang Lee
Non-medical Drug Use in Canada 🍁
EDA
datafest
DataFest 2021 @ University of Toronto
May 2, 2021
Jaekang Lee
Fairness in Hiring and Salary Statistical Report ⚖️
visualisation
EDA
An analysis of fictional company Black Saber
Apr 23, 2021
Jaekang Lee
Jane Street Market Prediction 🎯
Kaggle
ml
Jane Street Market Prediction Kaggle Competition
Jan 25, 2021
Jaekang Lee
Jane Street Market EDA 📈
EDA
Kaggle
Jane Street Market Prediction Kaggle Competition
Jan 23, 2021
Jaekang Lee
Recommendations with IBM 😺
recommendation system
Udacity
Udacity project with IBM Watson Studio platform data
Jan 15, 2021
Jaekang Lee
My friend’s bike data interactive visualisation🚴
visualisation
Building interactive webapp with Python, Bootstrap and Flask
Jan 5, 2021
Jaekang Lee
MOOC certificates 📜
certificate
certificates
Dec 30, 2020
Jaekang Lee
LoL Prediction S11 🗡️
nlp
side-quest
League of Legends s11 Ranked Prediction
Dec 30, 2020
Jaekang Lee
Deep Art Gallery 🧠
computer_vision
side-quest
Neural Style Transfer, ConvNet(VGG19), Transfer Learning, tf-gpu
Dec 2, 2020
Jaekang Lee
So I learned some new algorithms.. 🃏
meme
Learning with memes
Nov 27, 2020
Jaekang Lee
LoL Prediction S10 🏹
nlp
side-quest
LOL s10 high elo ranked games prediction.
Oct 28, 2020
Jaekang Lee
City Detector 🏙️
computer_vision
side-quest
Coquitlam Paris Seoul and New York.
Oct 27, 2020
Jaekang Lee
Crocodile plush detector 🐊
computer_vision
side-quest
Along with my hand drawn arts.
Oct 27, 2020
Jaekang Lee
Book Reviews and Storytime 📚
book
The simplicity and the colorful cover made me decide to buy this book. I am glad that I purchased this book because as a statistic student this book showed me the real…
Apr 4, 2020
Jaekang Lee
AI vs AI, AI persuation game (archived)🤐
Teaching AI to keep a secret/character vs Teaching AI to break secret/character
Jul 31, 2009
Jaekang Lee
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