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Data Science News from Microsoft Ignite 2019

Data Science 101

Azure Synapse. Azure Synapse Analytics can be seen as a merge of Azure SQL Data Warehouse and Azure Data Lake. Azure Arc allows deployment and management of Azure services to any environment which can run Kubernetes. R Support for Azure Machine Learning. Azure Quantum.

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Object-centric Process Mining on Data Mesh Architectures

Data Science Blog

The database for Process Mining is also establishing itself as an important hub for Data Science and AI applications, as process traces are very granular and informative about what is really going on in the business processes. This aspect can be applied well to Process Mining, hand in hand with BI and AI.

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Why Open Table Format Architecture is Essential for Modern Data Systems

phData

Cost Efficiency and Scalability Open Table Formats are designed to work with cloud storage solutions like Amazon S3, Google Cloud Storage, and Azure Blob Storage, enabling cost-effective and scalable storage solutions. 2019 - Delta Lake Databricks released Delta Lake as an open-source project.

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What Is a Transformer Model?

Hacker News

By finding patterns between elements mathematically, transformers eliminate that need, making available the trillions of images and petabytes of text data on the web and in corporate databases. Transformers now dominate popular performance leaderboards like SuperGLUE , a benchmark developed in 2019 for language-processing systems.

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How to Optimize Power BI and Snowflake for Advanced Analytics

phData

Figure 1: Magic Quadrant Cloud Database Systems Source: Gartner (December 2021) Power BI is a data visualization and analysis tool that is one of the four tools within Microsoft’s Power Platform. In a perfect world, Microsoft would have clients push even more storage and compute to its Azure Synapse platform.

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What is Power BI Report Builder

phData

Enter Power BI Report Builder, a tool that was released by Microsoft in 2019 that enables users to design and create paginated reports and then share them via Power BI service. The data sources with a “*” indicate that they require a Power BI gateway in order to access and share reports on the Power BI service.

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Beyond data: Cloud analytics mastery for business brilliance

Dataconomy

Cloud-based business intelligence (BI): Cloud-based BI tools enable organizations to access and analyze data from cloud-based sources and on-premises databases. For example, the 2019 Capital One breach exposed over 100 million customer records, highlighting the need for robust security measures.

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