Building and Deploying a Next-Word Predictor with KerasNLP, BERT, and FastAPI
Jan 27, 2:00 – 6:00 PM
AIDataEnterprise/Business SolutionsMachine LearningNetworkingTensorFlowVertex AI
About this event
This hands-on workshop is designed to provide you with a comprehensive understanding of Natural Language Processing (NLP) concepts and practical skills to build a project that predicts the next word based on user input. The workshop will cover using KerasNLP for NLP tasks, training a BERT (Bidirectional Encoder Representations from Transformers) model locally, and deploying the trained model as a REST API using FastAPI.
Participants are expected to have a basic understanding of Python programming and familiarity with machine learning concepts. Additionally, a basic knowledge of neural networks and NLP will be beneficial.
Participants should bring their laptops with the following software installed: