Feb 7, 2022What Could Go Wrong: Linear RegressionCommon mistakes people make when doing regression analysis — Introduction A peaceful greeting to you. “What Could Go Wrong” is my new series, where we investigate the common mistakes when applying Machine Learning algorithms to real-world problems. This is the first post of the series, and I hope you will enjoy it! Linear Regression is the good ol’ friend of…Machine Learning8 min readMachine Learning8 min read
Jan 28, 2022Build A Custom NER Pipeline With Hugging FaceIntroduction A peaceful greeting to you. Today, I will show you how to train a Named Entity Recognition pipeline to extract street names and points of interest (POI, e.g. building’s name, nearby construction…) from raw Indonesian addresses. This is originally the data science challenge from Shopee Code League 2021, which took…Hugging Face5 min readHugging Face5 min read
