PinnedAjay HalthorinTowards Data ScienceProbability for machine learningHow is probability used in machine learning?·19 min read·Sep 12, 2022--1--1
Ajay HalthorRead these 20 papers to master language modelingUnderstand the landscape of NLP in minutes·13 min read·Sep 9, 2023----
Ajay HalthorinTowards Data ScienceAI’s Sentence Embeddings, DemystifiedBridging the gap between computers and language: How AI Sentence Embeddings Revolutionize NLP·10 min read·Aug 1, 2023--2--2
Ajay HalthorConvolution in NLPYes, it’s useful outside computer vision·12 min read·Jul 19, 2023--1--1
Ajay HalthorinTowards Data ScienceWord2Vec, GloVe, and FastText, ExplainedHow computers understand words·10 min read·Jun 20, 2023--4--4
Ajay HalthorinTowards Data ScienceWord Embeddings — Explained!Word Embeddings, Explained·7 min read·May 30, 2023----
Ajay HalthorinTowards Data ScienceWhy are language models everywhere?The answer lies in the 75 years of NLP history·6 min read·May 26, 2023--4--4
Ajay HalthorinTowards Data ScienceLikelihood, Probability, and the Math You Should KnowWhat role does likelihood play in machine learning?·10 min read·Jul 26, 2022--8--8
Ajay HalthorSolving problems the machine learning wayWhat is machine learning? My answer to this question has changed over time.7 min read·Jul 4, 2022--3--3