Ilias MiraouiThe Apex #4 — What ages and what does not and whether we could prevent it5 min read·Aug 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/theapex·7 min read·Jul 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 Clustering·7 min read·Apr 13, 2020--1--1
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…·6 min read·Mar 30, 2020--2--2
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.·7 min read·Mar 11, 2020--1--1
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…·8 min read·Feb 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.·6 min read·Feb 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 & fastText·6 min read·Feb 13, 2020--1--1