Ilias MiraouiThe Apex #4 — What ages and what does not and whether we could prevent itAug 14, 2021Aug 14, 2021
Ilias MiraouiThe 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
Ilias MiraouiinTowards Data ScienceClustering 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, 20201Apr 13, 20201
Ilias MiraouiinTowards Data ScienceAce 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, 20202Mar 30, 20202
Ilias MiraouiinTowards Data ScienceA 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, 20201Mar 11, 20201
Ilias MiraouiinTowards Data ScienceA 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
Ilias MiraouiinTowards Data ScienceVerifying 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
Ilias MiraouiinTowards Data ScienceA 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, 20201Feb 13, 20201