jaekangai-quarto
About
Jaekang Lee’s AI blog
Categories
All
(23)
EDA
(5)
Kaggle
(2)
RAG
(3)
Udacity
(1)
book
(2)
certificate
(1)
computer_vision
(3)
datafest
(1)
kaggle
(3)
meme
(1)
ml
(8)
nlp
(2)
recommendation system
(1)
side-quest
(6)
visualisation
(2)
Kaggle - catching up Kaggle trends
kaggle
ml
There is so much to learn on Kaggle
Dec 30, 2024
Jaekang Lee
How to hybrid search and rerank RAG
ml
RAG
further improve your RAG output quality using hybrid search + reranking step
Nov 23, 2024
Jaekang Lee
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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