Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Pre-Training BERT from Scratch - Building, Fine-Tuning, and Running Inference with KERAS NLP

Discover AI via YouTube

Overview

Learn to build, pre-train, fine-tune, and deploy a BERT transformer model from scratch using TF2 and Keras NLP in this 30-minute tutorial video. Master the complete workflow of implementing BERT for domain-specific datasets, starting with transformer architecture construction, followed by pre-training procedures, model fine-tuning techniques, and finally running inference tasks on plain text. Explore practical code implementations at each stage, including building the transformer architecture (0:00), pre-training the BERT model (16:30), fine-tuning for specific tasks (20:41), and performing inference on text data (26:19). Gain hands-on experience with Keras NLP toolbox while developing a custom BERT model tailored for company or domain-specific applications.

Syllabus

Build a Transformer BERT from scratch
Code to pre-train a Transformer BERT model
Code to fine-tuning a unique BERT model
Code BERT model inference on plain text

Taught by

Discover AI

Reviews

Start your review of Pre-Training BERT from Scratch - Building, Fine-Tuning, and Running Inference with KERAS NLP

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.