The GDPR (General Data Protection Regulation), asks organizations to implement data lineage for a clear understanding of the data used within the systems. Paying attention to data lineage not only helps organizations comprehend complex issues within their data operations but also helps explain and justify errors which your users might stumble upon. Primarily, the function of data… Continue reading OpenLineage and Airflow Simplify Data Lineage
Tag: Data Architecture
Forget About Managing Data Warehouse Infrastructure: Use Amazon Redshift Serverless
Data analytics use is on the rise and organizations are constantly searching for ways to remove the hurdles that limit access for team members with minimal expertise. Data warehouses are necessary systems used to report and analyze data, but they require quite a lot of learning. Not everyone has the time and capability to learn how… Continue reading Forget About Managing Data Warehouse Infrastructure: Use Amazon Redshift Serverless
Replicate Data and Utilize Change Data Capture (CDC) Easily with Datastream
As billions of internet users exchange information with each other and as platforms diversify, data grows exponentially together with the complexity to manage, organize, and analyze it. Companies are faced with dull data architectures that require better solutions, and the ideal alternative that exists is called change streaming. Change streaming relates to the direct display of data… Continue reading Replicate Data and Utilize Change Data Capture (CDC) Easily with Datastream
Build and Deploy ML Models Through SQL with Amazon Sagemaker Autopilot and Snowflake
Machine Learning brings unlimited innovative opportunities to work with data. Whether planning to build the next revolutionary virtual assistant or social media network, you’ll always work with data in transformative ways. However, the complex environment of ML technology requires a solid infrastructure, multiple software packages, and specialized engineers who can build and maintain it. For… Continue reading Build and Deploy ML Models Through SQL with Amazon Sagemaker Autopilot and Snowflake
What is Privacy by Design and its 7 Foundational Principles?
Security remains an issue with advanced technologies. Attempts for broader user protection have led to the invention of new approaches like PbD. Privacy by Design focuses on privacy during the development of IT systems, network infrastructure, product development, internal projects, and even company policies. The whole idea was initially verbalized by Dr. Ann Cavoukian. Concerned… Continue reading What is Privacy by Design and its 7 Foundational Principles?
Why Consider Data Fabric Solutions?
Data fabric is being used more often in the data science industry and specifically in analytics and data management processes. Gartner Inc, a reputable advisory and research company, ranked data fabric among the top ten technological trends for 2021. Therefore, it’s worth spending a few paragraphs to delve into what a data fabric is. To demystify… Continue reading Why Consider Data Fabric Solutions?
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