TDP participants can expect to gain a variety of the following in-demand skills:
Snowflake
How to use Snowflake to build, deploy, manage & maintain a data warehouse on top of the cloud. You will be able to load & transform data in Snowflake, scale virtual warehouses for performance and concurrency, share data and work with Semi-Structured Data.
Azure
Azure services; PowerShell overview; creating and configuring Azure Virtual Machines; managing blobs and containers; configuring and connecting to SQL databases
ETL Design Techniques
Managing ETL strategies; performing initial and incremental loads; CDC, check sum, and time stamp techniques; data profiling, cleansing, validation, and verification
Online Transaction Processing
Database design, data warehouse design, gathering business requirements, ER diagrams, development approaches, data model perspectives, dimensional modeling, loading data
Power BI
Determining dashboard layouts based on information needs; utilizing different visualizations; implementing filters and grouping; creating scorecards with KPIs
SQL Server
Basic and advanced SQL Server programming and administration; SQL Server integration, analysis, and reporting services
Tableau
Building interactive reports per business requirements; creating trend lines, forecast models, and linear graphs with band lines; publishing reports onto the cloud