David LiangIntro — ML with Python: Part 2 of 4 — Binary ClassificationBinary classification is a type of machine learning task where the goal is to categorize data into one of two distinct types. This…Aug 23Aug 23
David LiangIntro — ML with Python: Part 1 of 4 — Linear RegressionLinear Regression ModelAug 13Aug 13
David LiangIntro — Python F-String FormattingPython f-strings, introduced in Python 3.6, provide a concise and efficient way to embed expressions inside string literals. They are also…Aug 10Aug 10
David LiangIntro — Getting Started with Text Embeddings: Using BERTContextual embeddings have revolutionized natural language processing (NLP) by providing richer, context-aware representations of text…Jul 30Jul 30
David LiangGuide — Getting Started with SQL Server and Azure Data StudioAs a data engineer or data analyst, installing SQL Server database system and its corresponding frontend management tools locally is…Jul 211Jul 211
David LiangIntro — Python Data TypesIn Python, data types define the nature of variables and objects used in a program, specifying how data is stored and manipulated…Jul 20Jul 20