TUTORIAL: Big Data Governance Tools & Techniques
Founder & Managing Partner, Information Asset LLC.
In this session, key considerations will be reviewed governing the Big Data Lake including stewardship, data ingestion, metadata, tooling and model governance. Specific topics include: evolution of the role of the data steward to account for regulatory compliance; alignment with information security; identification of Critical Data Elements; determination of Big Data Policies, Standards and Processes; defining data standards in conjunction with Privacy, Legal and Compliance ... all the while establishing key processes such as data ingestion, data quality, metadata management, data wrangling and analytics. Case studies and best practices will be shared based on 150+ real world programs:
• Establishing Model Governance including model lineage, metadata & ownership
• Provisioning a reference architecture for Big Data Governance
• Implementing Internet of Things (IoT) Data Governance
• Leveraging tools from vendors such as Alteryx, Cloudera, Collibra, DAG, Hortonworks, IBM, Informatica, Oracle, SAS & Zaloni