Frank LianginTowards Data ScienceAn Introduction to Apache AirflowA great pipeline automation tool to learn as a data scientist·5 min read·Apr 17, 2021--2--2
Frank LianginTowards Data ScienceOptimization Techniques — Tabu SearchA popular method for optimizing model parameters·4 min read·Jul 27, 2020--1--1
Frank LianginTowards Data ScienceOptimization Techniques — Simulated AnnealingA popular method for optimizing model parameters·5 min read·Apr 21, 2020--5--5
Frank LianginTowards Data ScienceEvaluating Image Segmentation ModelsCompare and contrast of different evaluation methods·4 min read·Apr 19, 2020----
Frank LianginTowards Data ScienceEvaluating the Performance of Machine Learning ModelsOne of the most common and quickest ways to evaluate a model·3 min read·Apr 18, 2020--1--1
Frank LianginTowards Data ScienceBeginner’s Guide to Data Science Libraries in PythonA place to begin a hobby or career in Data Science.·6 min read·Apr 12, 2020----
Frank LianginTowards Data ScienceOptimization Techniques: Genetic AlgorithmAn adaptive and well known optimization technique·5 min read·Sep 21, 2019----
Frank LianginTowards Data ScienceDetecting Anomalies using Machine LearningAn introduction to the 4 categories of Anomaly Detection·5 min read·Oct 23, 2018----
Frank LiangBuilding Web Apps — What are your options?The web is an integral part of modern technology. Some of the largest and most impactful companies in Silicon Valley, such as Google…5 min read·Feb 11, 2018----
