PinnedAlbert WibowoCompressor-based text classificationWe live in interesting times. The field of NLP, in particular, has experienced a significant transformation due to the emergence of Large…Jan 17Jan 17

PinnedAlbert WibowoWhat is so hot about Behavioral Economics?A quick and simple introduction to one of the hottest topic in the field of Economics.Feb 12, 20211Feb 12, 20211

Albert WibowoinTowards AITwo Correlation Coefficients You May Not Have HeardThe concept of correlation measure is one of the most fundamental concepts in statistics. It can be understood easily and is very useful…3d ago3d ago

Albert WibowoExplainability Technique — Shapley ValueGone are the days when creating good models is the only thing that we care about. With readily consumable opensource projects and…Jul 19, 2022Jul 19, 2022

Albert WibowoQuick Guide to Deal with Imbalanced DataWe are living in interesting times as data scientists. We have seen the exponential growth of cloud technologies and AutoML. All of a…Mar 15, 20221Mar 15, 20221

Albert WibowoKnow Thy DistanceDistance measures (or metrics if we want to be strict about it) are very important in the field of machine learning. They are utilised both…Feb 8, 2022Feb 8, 2022

Albert WibowoinTowards AINavigating Through Time Series ClusteringCluster analysis better known as clustering has a strong tie with the domain of social science. It first originated in the field of…Jan 16, 2022Jan 16, 2022

Albert WibowoThe Nerdiest Debate of the CenturyAh, the classic p-value. The concept of hypothesis testing and p-value is very familiar to all of us. We were first taught about it in high…Jul 6, 2021Jul 6, 2021

Albert WibowoUnveiling Auction TheoryA comprehensive and simple guide to the field of auction theoryMar 7, 2021Mar 7, 2021

Albert WibowoProving the Mysterious Vickrey AuctionVickrey auction is known for its “too good to be true” property. This type of auctions is designed in such a way that bidders will bid at…Mar 7, 2021Mar 7, 2021