PinnedYifei HuanginTowards Data ScienceWhy every data scientist should pay attention to cryptoHint: it is not what you think·8 min read·Sep 25, 2021--7--7
Yifei HuanginBetter ProgrammingDetecting NFT Front Running with Graph AlgorithmsA granular deep dive into Crypto data·6 min read·Dec 2, 2021--3--3
Yifei HuanginTowards Data ScienceThe data behind the NFT hypeHands on with Crypto data — part 2·8 min read·Nov 3, 2021--6--6
Yifei HuanginTowards Data ScienceDecoding Ethereum smart contract dataHands on with Crypto data — part 1·8 min read·Oct 21, 2021--8--8
Yifei HuanginTowards Data ScienceWhat is crypto data?A practical guide for data science practitioners·10 min read·Oct 8, 2021--3--3
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…·4 min read·Sep 29, 2021--3--3
Yifei HuanginTowards Data ScienceDemystify your ML model with SHAPA practical guide to ML model explainability·9 min read·Dec 29, 2020----
Yifei HuanginTowards Data ScienceHow to make your Pandas operation 100x fasterA practical guide to speeding up your Pandas code·5 min read·Dec 23, 2020--4--4
Yifei HuanginTowards Data ScienceA practical guide to product experimentationWhy should you experiment?·18 min read·Dec 2, 2020--2--2
Yifei HuanginTowards Data SciencePractical Guide to Entity Resolution — part 6Generating entities2 min read·Nov 7, 2020--1--1