Day: August 15, 2019

Data

SQL Database Connectivity Explained

This video explains the basics of how connectivity works for SQL Database and how you can use network access controls to securely access SQL Database.

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Databricks

Exploring the Databricks CLI – Clusters

Jon Wood has another great video. This time on using the Databricks CLI to help manage clusters on our Azure Databricks instance.

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Ethics Machine Learning

Techniques for ML Model Transparency and Debugging

Without good models and the right tools to interpret them, data scientists risk making decisions based on hidden biases, spurious correlations, and false generalizations. This has led to a rallying cry for model interpretability. Yet the concept of interpretability remains nebulous, such that researchers and tool designers lack actionable guidelines for how to incorporate interpretability […]

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