There are three parts to a data pipeline for analytics: ingestion, processing/transformation, and interpretation. The data pipeline for large language models or any pre-trained model such as GPT-3.5 and GPT-4 has the following steps: ingestion, processing / transformation, and evaluation. Data pipelines are everywhere.
Tag: machine learning
Machine Learning Basics with Ludwig
We’re going to walk through the basics of machine learning and applying it to the problem of email spam prediction. We are going to do this by loading training data sets, building a few machine learning models and then checking their performance on test data sets. The data sets we are using are small enough… Continue reading Machine Learning Basics with Ludwig