David ChongVan Gogh, Picasso and Da Vinci reimagines Hello Kitty using DALL·E 2How good is DALL·E at style transfer? An evaluation by a Machine Learning engineerJan 10, 2024Jan 10, 2024
David ChongMachine Learning Isn’t As Sexy As You Think It IsPerspective of a ML engineerJul 30, 20221Jul 30, 20221
InTDS ArchivebyDavid ChongI have a Masters in Artificial Intelligence. Now what?More often than not, people embark on a Masters programme to further their expertise in a certain field or to gain some depth in a new…Nov 25, 20193Nov 25, 20193
InTDS ArchivebyDavid ChongA Machine Learning Engineer’s ToolkitBash aliases, Vim, and useful VSCode extensionsDec 9, 2020Dec 9, 2020
David Chong4 Reasons Why Machine Learning Engineers Earn More Than Data ScientistsIt pays (well) to be a Jack Of All TradesJun 26, 20222Jun 26, 20222
InTDS ArchivebyDavid ChongI had no idea how to build a Machine Learning Pipeline. But here’s what I figured.Learn to build a Machine Learning Pipeline from scratchNov 27, 20192Nov 27, 20192
InTDS ArchivebyDavid ChongThe Big Data HandbookLearn all about the Hadoop EcosystemNov 28, 2019Nov 28, 2019
InTDS ArchivebyDavid ChongThe Challenges of Hiring Artificial Intelligence ProfessionalsA human resource perspectiveDec 20, 2019Dec 20, 2019
InTDS ArchivebyDavid ChongCloset Data Scientists — Who Are They?The unassuming next generation of Data ScientistsDec 31, 20191Dec 31, 20191
InTDS ArchivebyDavid ChongOpening the Black Box of Clustering — KMeansFirst of a three-part series to Unsupervised LearningFeb 23, 2020Feb 23, 2020
InTDS ArchivebyDavid ChongDeep Dive into Netflix’s Recommender SystemHow Netflix achieved 80% stream time through personalizationApr 30, 20203Apr 30, 20203
InTDS ArchivebyDavid ChongAn Intuitive Explanation of Field Aware Factorization MachinesFrom LM to Poly2 to MF to FM to FFMMay 2, 20202May 2, 20202
InTDS ArchivebyDavid ChongWhy We Use Sparse Matrices for Recommender SystemsIntroduction to SciPy’s Sparse ModuleMay 9, 2020May 9, 2020
InTDS ArchivebyDavid ChongHow to build and deploy a Machine Learning web application in a dayA step-by-step and end-to-end guide (includes code)Jul 6, 20202Jul 6, 20202
InTDS ArchivebyDavid ChongHow To Ace The ML Engineer Take-Home Interview ExerciseThe most important first round that every ML Engineer should always nailSep 13, 20212Sep 13, 20212