Matyas AmroucheLeverage LoRA fine-tuningWith full Python code implementation on text classification 🐍4 min read·Dec 30, 2023--2--2
Matyas AmroucheinTowards Data ScienceA Journey into Deep Reinforcement LearningDeep Q-Network explained·13 min read·May 27, 2022----
Matyas AmroucheinTowards Data SciencePrincipal Component Analysis explainedSome algebra to understand why PCA works 🔧·5 min read·Aug 16, 2020--1--1
Matyas AmroucheinThe StartupTips to deploy python package on AWS LambdaAnd keep your git clean!·2 min read·Jun 5, 2020--1--1
Matyas AmroucheinTowards Data SciencePlaying cards with Reinforcement LearningConcepts & Python Code 🐍·10 min read·May 17, 2020--2--2
Matyas AmroucheinTowards Data ScienceShort Text Topic ModelingIntuition and (some) maths to understand Topic Modeling on short texts·10 min read·Aug 22, 2019--14--14
Matyas AmroucheinTowards Data ScienceWord Embedding (Part II) : Intuition and (some) maths to understand end-to-end GloVe modelThe original issue of NLP (Natural Language Processing) is the encoding of a word/sentence into an understandable format for computer…·5 min read·Apr 26, 2019----
Matyas AmroucheinTowards Data ScienceWord Embeddings : Intuition and (some) maths to understand end-to-end Skip-gram modelThe original issue of NLP is the encoding of a word/sentence into an understandable format for computer processing. Representation of…·4 min read·Feb 27, 2019----