PinnedYifei HuanginTowards Data ScienceWhy every data scientist should pay attention to cryptoHint: it is not what you thinkSep 25, 20217Sep 25, 20217
Yifei HuanginBetter ProgrammingDetecting NFT Front Running with Graph AlgorithmsA granular deep dive into Crypto dataDec 2, 20213Dec 2, 20213
Yifei HuanginTowards Data ScienceThe data behind the NFT hypeHands on with Crypto data — part 2Nov 3, 20216Nov 3, 20216
Yifei HuanginTowards Data ScienceDecoding Ethereum smart contract dataHands on with Crypto data — part 1Oct 21, 20219Oct 21, 20219
Yifei HuanginTowards Data ScienceWhat is crypto data?A practical guide for data science practitionersOct 8, 20213Oct 8, 20213
Yifei HuanginTowards Data ScienceHow NOT to Analyze Time SeriesOne of the most common time series data mistakes I see junior data scientists and interview candidates make is to assume that the data has…Sep 29, 20213Sep 29, 20213
Yifei HuanginTowards Data ScienceDemystify your ML model with SHAPA practical guide to ML model explainabilityDec 29, 2020Dec 29, 2020
Yifei HuanginTowards Data ScienceHow to make your Pandas operation 100x fasterA practical guide to speeding up your Pandas codeDec 23, 20204Dec 23, 20204
Yifei HuanginTowards Data ScienceA practical guide to product experimentationWhy should you experiment?Dec 2, 20202Dec 2, 20202
Yifei HuanginTowards Data SciencePractical Guide to Entity Resolution — part 6Generating entitiesNov 7, 20201Nov 7, 20201