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…·4 min read·Jan 17, 2024----
PinnedAlbert WibowoWhat is so hot about Behavioral Economics?A quick and simple introduction to one of the hottest topic in the field of Economics.5 min read·Feb 12, 2021--1--1
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…·8 min read·Jul 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…·7 min read·Mar 15, 2022--1--1
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…·6 min read·Feb 8, 2022----
Albert WibowoNavigating 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…·6 min read·Jan 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…·5 min read·Jul 6, 2021----
Albert WibowoUnveiling Auction TheoryA comprehensive and simple guide to the field of auction theory6 min read·Mar 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…3 min read·Mar 7, 2021----