Scotiabank Model Data and AI Audit

GDAP Cloud Self-Directed Program Toolkit: https://scotiabank.sharepoint.com/:p:/s/CA-CID-A-DO_Change_Team/Eemib0JBy4FBuIMmVjnQnXEBNpnPfLJzTzJZdcrCGSaGaQ?e=RJX55m

Choose the Learning Path whose description matches your work, not that which resembles your job title.

Learning Objectives - BI Developers:

Data modeling, extraction, transformation, and loading from various sources to data warehouses or BI platforms.

Establish data relationships, hierarchies, and optimize querying.

Build and maintain dashboards and reports.

Advanced data analysis, ensure application performance, enforce data security, and collaborate with stakeholders.

Monitor and troubleshoot to guarantee accurate, accessible data for informed decisions.

Learning Objectives - Data Engineers:

Support Data Science Projects via data engineering and ML operationalization.

Develop, test, and release data transformation code to convert raw data into usable information.

GDAP Cloud Self-Directed Program Toolkit: https://scotiabank.sharepoint.com/:p:/s/CA-CID-A-DO_Change_Team/Eemib0JBy4FBuIMmVjnQnXEBNpnPfLJzTzJZdcrCGSaGaQ?e=RJX55m

Choose the Learning Path whose description matches your work, not that which resembles your job title.

Learning Objectives - Data Scientists:

Develop models

Analyze business challenges and use cases

Train and evaluate Proof-of-Concepts for non-production models to solve specific use cases