The Apex #1: Hello World, Attention Diet & Tech DivideThis is part of my newsletter, The Apex. Make sure to subscribe here: https://www.getrevue.co/profile/theapexJul 30, 2021Jul 30, 2021
Published inTDS ArchiveClustering Algorithms: A One-Stop-ShopA quick guide comparing Hierarchical clustering vs K-means vs K-medians vs K-modes vs K-Prototypes vs DBScan vs Mixture Gaussian ClusteringApr 13, 2020A response icon1Apr 13, 2020A response icon1
Published inTDS ArchiveAce the SQL Data Science Interview in less than 10 minutesSQL interviews often seem daunting as most people do not know how to prepare for them. In this post, I highlight the most common questions…Mar 30, 2020A response icon2Mar 30, 2020A response icon2
Published inTDS ArchiveA no-frills guide to most Natural Language Processing Models — The Transformer (XL) EraFrom the Universal Sentence Encoder to Open-GPT2, (AL)BERT, XLNET & Turing-NLG: a summary of the origins, use-cases and pros & cons.Mar 11, 2020A response icon1Mar 11, 2020A response icon1
Published inTDS ArchiveA no-frills guide to most Natural Language Processing Models — The LSTM Age — Seq2Seq, InferSent…A summary of the origins, the use-cases and the advantages/disadvantages of LSTM language models: Seq2Seq, Skip-Thought, ELMo, Flair…Feb 20, 2020Feb 20, 2020
Published inTDS ArchiveVerifying and Tackling the Assumptions of Linear RegressionLinear regression relies on five main assumptions. Being able to verify and act upon them is especially important.Feb 18, 2020Feb 18, 2020
Published inTDS ArchiveA no-frills guide to most Natural Language Processing Models — The Pre-LSTM Ice-Age —…A summary of the origins, the use-cases and the advantages/disadvantages of pre-LSTM language models: (R)NNLM, GloVe, Word2Vec & fastTextFeb 13, 2020A response icon1Feb 13, 2020A response icon1
