20. o Data quality assessment
o Getting business insights from the data
o Association between variables
o Generating standardized data quality reports automatically
Clustering Distribution assessment
https://github.com/Azure/Azure-TDSP-Utilities
DSutilities
21. Predicted vs. Actual (multiple algorithms) Feature Importance (multiple algorithms)
https://github.com/Azure/Azure-TDSP-Utilities
DSutilities
22.
23. TDSP Components Data Science Challenges
Standardized Data Science Lifecycle
Project Structure, Templates & Roles
Infrastructure & Toolkits
Re-usable Data Science Utilities
Project execution guidelines
(DevOps components)