IBM Data Science in Practice

NOVEMBER 28, 2022

What is a data fabric? Data fabric is defined by IBM as “an architecture that facilitates the end-to-end integration of various data pipelines and cloud environments through the use of intelligent and automated systems.” Ensuring high-quality data A crucial aspect of downstream consumption is data quality.

Data Pipeline 130

Data Pipeline Data Quality Data Preparation Data Governance 130

AWS Machine Learning Blog

JUNE 18, 2024

If useful, it can be further extended to a data lake platform that uses AWS Glue (a serverless data integration service for data preparation) and Amazon Athena (a serverless and interactive analytics service) to analyze and visualize data. She holds 30+ patents and has co-authored 100+ journal/conference papers.

AWS 129

AWS AI AI Python 129

AWS Machine Learning Blog

SEPTEMBER 11, 2024

Historical data is normally (but not always) independent inter-day, meaning that days can be parsed independently. In GPU Accelerated Data Preparation for Limit Order Book Modeling , the authors describe a GPU pipeline handling data collection, LOB pre-processing, data normalization, and batching into training samples.

AWS 104

AWS ML ML Clustering 104