Gawain GanCredit Risk 2: Feature SelectionThe implementation of WoE(Weight of Evidence) and IV(Information Value)8 min read·Apr 25, 2024----
Gawain GanNavigating the TFX Pipeline: From CsvExampleGen to EvaluatorPart 1: Constructing Data Preparation Artifacts in TFX with Tensorflow Data Validation (TFDV) Integration7 min read·Apr 19, 2024----
Gawain GanQuantization and PruningPart 2: Enhancing Model Efficiency with Pruning Techniques5 min read·Apr 17, 2024----
Gawain GanQuantization and PruningPart 1: Enhancing Model Efficiency with Quantization Techniques5 min read·Apr 16, 2024----
Gawain GanClassify Images of Clouds in the Cloud with AutoML VisionExploring Cloud Image Classification with AutoML Vision by Google Cloud2 min read·Apr 16, 2024----
Gawain GanCredit Risk 1: Data Cleaning and EDAConducting a Thorough and Detailed Walkthrough of Loan Data (as usual)14 min read·Feb 14, 2024--1--1
Gawain GanExploring Economic Trends in Canada: A Deep Dive into the Real-time Local Business Conditions Index…Part 2.1: Obtaining and Processing Data6 min read·Aug 7, 2023----
Gawain GanDecoding Economic Trends: A Deep Dive into the Real-time Local Business Conditions Index — Part TwoPart 2: What are we going to do with this index?3 min read·Jul 19, 2023----
Gawain GanDecoding Economic Trends: A Deep Dive into the Real-time Local Business Conditions Index — Part OnePart 1: What’s that for real?3 min read·Jul 19, 2023----