Tomonori MasuiinTowards Data ScienceEntity Resolution: Identifying Real-World Entities in Noisy DataFundamental theories and Python implementations19 min read·Sep 21, 2023--1--1
Tomonori MasuiinSage AiBuilding a time series forecasting model to predict future annual leaveSage offers an HR management and automation solution called SageHR for small business owners and small companies. On that platform, users…7 min read·Jan 11, 2023----
Tomonori MasuiinTowards Data ScienceGraph Neural Networks with PyG on Node Classification, Link Prediction, and Anomaly DetectionPytorch Geometric Implementations on major graph problems10 min read·Oct 6, 2022--3--3
Tomonori MasuiinTowards Data ScienceAll You Need to Know about Gradient Boosting Algorithm − Part 2. ClassificationAlgorithm explained with an example, math, and code13 min read·Feb 7, 2022--4--4
Tomonori MasuiinTowards Data ScienceAll You Need to Know about Gradient Boosting Algorithm − Part 1. RegressionAlgorithm explained with an example, math, and code10 min read·Jan 20, 2022--8--8
Tomonori MasuiinTowards Data ScienceMulti-step Time Series Forecasting with ARIMA, LightGBM, and ProphetModeling with Python on different types of time series to compare the model algorithms12 min read·Jul 6, 2021--5--5