Dec 13, 2019
09:30 AM - 05:00 PM
NASSCOM 10K Warehouse
“Power Sustainable AI/ML and Digital Transformation”
Over 70% of AI/ML projects fail due to poor data management and biased data. In this workshop you will be exposed to an array of factors that negatively impact advanced analytics programs. You will learn the 7 key components and underlying capabilities of DCAM (Data Management Capability Assessment Model) that has been adopted by over 50% of the global financial industry and now other industries to include global regulators.
The DCAM framework exposes gaps in digital transformation projects. It assesses how data is provisioned to deliver non-biased outcomes and helps governance programs assure
the ethical use of data to meet data privacy requirements such as GDPR (General Data Protection Regulation – EU Mandated in 2018) and soon CCPA (California Consumer Privacy Act – mandated in 2020). DCAM provides a comprehensive perspective to develop and implement data-driven capabilities to assure sustainable outcomes for AI/ML and digital transformation projects.
Expert: John Bottega : https://www.linkedin.com/in/johnbottega/
“The Linked Data Revolution > Enterprise Knowledge Graph”
Knowledge Graph technologies have already revolutionized the web, and are gaining traction across today’s enterprises. These technologies represent a clear departure from the table-based approaches like data warehouses and data marts. As the name suggests, Knowledge Graph enterprise technologies are based on graph data. This short course outlines the standards for representing and distributing graph data and summarizes the tools, technologies and techniques that make Knowledge Graphs a key
component of the future of enterprise data.