Mikhail SarafanovinTowards Data ScienceStream Ordering: How And Why a Geo-scientist Sometimes Needed to Rank Rivers on a MapLearn how to obtain Strahler or Shreve order on vector layerFeb 14Feb 14
Mikhail SarafanovinTowards Data ScienceA Data Science Course Project About Crop Yield and Price Prediction I’m Still Not Ashamed OfEven from the perspective of an experienced Data ScientistDec 28, 20231Dec 28, 20231
Mikhail SarafanovinTowards Data ScienceAlmost Everything You Want to Know About Partition Size of Dask DataframesAnd how to utilize it effectively in XGBoost modelDec 1, 20232Dec 1, 20232
Mikhail SarafanovinTowards Data ScienceProximity Analysis to Find the Nearest Bar Using PythonA few words about spatial data processingOct 26, 20233Oct 26, 20233
Mikhail SarafanovinTowards Data ScienceCombining Open Street Map and Landsat open data to verify areas of green zonesQuick and simple analysis for precise assessmentOct 2, 20231Oct 2, 20231
Mikhail SarafanovinTowards Data ScienceWhat to Do If a Time Series Is Growing (But Not in Length)Just use AutoML for multivariate time series forecastingNov 3, 2022Nov 3, 2022
Mikhail SarafanovinTowards Data ScienceHyperparameters Tuning for Machine Learning Model Ensemblesa little research for a pretty optimizationJun 28, 20221Jun 28, 20221
Mikhail SarafanovinTowards Data ScienceClean AutoML for “dirty” data: how and why to automate preprocessing of tables in machine learningHow AutoML helps to work efficiently with tabular dataApr 14, 2022Apr 14, 2022
Mikhail SarafanovinTowards Data ScienceOne more approach to optimize neural networksTalking about Neural Architecture Search and own algorithm for optimizing neural network hyperparametersJan 16, 20221Jan 16, 20221
Mikhail SarafanovinTowards Data ScienceWinning a Flood-Forecasting Hackathon with Hydrology and AutoMLAn end-to-end project walkthroughJan 14, 20221Jan 14, 20221