It is not a Black Box but it is a model.

Interpret machine learning model with SHAP ml model catboost
Interpret machine learning model with SHAP ml model catboost

Model building


When Homebrew and Python become a good friend.

macos homebrew anaconda python package manager virtualenv
macos homebrew anaconda python package manager virtualenv

Homebrew and Anaconda


Autoencoder is a one of the best friend for feature extraction.

Image feature extraction autoencoder neural network face detection genetic algorithm
Image feature extraction autoencoder neural network face detection genetic algorithm

จดจำใบหน้าด้วยเทคนิคการ Decomposition

face recognition model pca svm svc
face recognition model pca svm svc

Dataset


เขียนมาแล้ว 100 ตอนจริง ๆ ด้วย…

blog 100 medium personal blogging work life balance
blog 100 medium personal blogging work life balance


LSTM Neural network has a good memory.

LSTM + Embedding nlp news classification model
LSTM + Embedding nlp news classification model

Code


Text classification with Word embedding and Word2Vec

Word embedding Word2Vec news classification
Word embedding Word2Vec news classification

Word embedding and Word2Vec


เรียนรู้ รู้จัก Natural Language Processing (NLP)

nlp natural language processing
nlp natural language processing

Create user friendly ML Web Application with Streamlit.

web application streamlit machine learning model git heroku sk-learn deployment
web application streamlit machine learning model git heroku sk-learn deployment

Streamlit


คงเป็นร่างสุดท้ายแล้วจริง ๆ

upgrade keyboard keychron k6 foam plate case cherry profile keycaps
upgrade keyboard keychron k6 foam plate case cherry profile keycaps

Case foam

การแกะทำให้คีย์บอร์ดหมดประกัน ถ้าเป็น Aluminium frame ให้ถอด Frame ออกก่อนที่แกะ Plate ออกมา

Sasiwut Chaiyadecha

Senior Consultant - Financial Risk Model

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