Near-Real-Time Hardware Failure Rate Estimation with Bayesian Reasoning

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You might be using Bayesian techniques in your data science without knowing it! And if you're not, then it could enhance the power of your analysis. This blog follows the introduction to Bayesian reasoning on Data Science Central, and will demonstrate how these ideas can improve a real-world use case: estimating hard drive failure rate...

High-Performance Modern Data Warehousing with Azure Databricks and Azure SQL Data Warehouse

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As organizations move to the cloud, the architecture for a Modern Data Warehouse (MDW) allows a new level of performance and scalability.  A modern data warehouse enables bringing together data at any scale easily, and to get insights through analytical dashboards, operational reports, or advanced analytics.  But what does an MDW look like? The following...