The Ultimate Guide to Training BERT from Scratch: Introduction

Demystifying BERT: The definition and various applications of the model that changed the NLP landscape.

Dimitris Poulopoulos
Towards Data Science
10 min readSep 2, 2023

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Photo by Ryan Wallace on Unsplash

Part II and Part III of this story are now live.

A few weeks ago, I trained and deployed my very own question-answering system using Retrieval Augmented…

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Machine Learning Engineer. I talk about AI, MLOps, and Python programming. More about me: www.dimpo.me