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Data Engineering Weekly #137

Data Engineering Weekly

Editors Note: 🔥 DEW is thrilled to announce a developer-centric Data Eng & AI conference in the tech hub of Bengaluru, India, on October 12th! LinkedIn write about Hoptimator for auto generated Flink pipeline with multiple stages of systems. Can't we use the vector feature in the existing databases?

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Data Lineage Tools: Key Capabilities and 5 Notable Solutions

Databand.ai

Data lineage tools provide a visual representation of your data’s journey across multiple systems and transformations. They trace and document the life cycle of data, from its origin to its various transformations and final destination. It provides context for data, making it easier to understand and manage.

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The Rise of the Data Engineer

Maxime Beauchemin

This discipline also integrates specialization around the operation of so called “big data” distributed systems, along with concepts around the extended Hadoop ecosystem, stream processing, and in computation at scale. Those systems have been taught to normalize the data for storage on their own.

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Accenture’s Smart Data Transition Toolkit Now Available for Cloudera Data Platform

Cloudera

It has a consistent framework that secures and provides governance for all data and metadata on private clouds, multiple public clouds, or hybrid clouds. Each of these accelerators support multiple legacy systems, including Teradata, Netezza, Oracle, etc. Consideration of both data & metadata in the migration.

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97 things every data engineer should know

Grouparoo

This provided a nice overview of the breadth of topics that are relevant to data engineering including data warehouses/lakes, pipelines, metadata, security, compliance, quality, and working with other teams. For example, grouping the ones about metadata, discoverability, and column naming might have made a lot of sense.

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Kubernetes Pods: How to Create with Examples

Knowledge Hut

Kubernetes (sometimes shortened to K8s with the 8 standing for the number of letters between the “K” and the “s”) is an open-source system to deploy, scale, and manage containerized applications anywhere. Kubernetes is a container-centric management software that allows the creation and deployment of containerized applications with ease.

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MongoDB Projection: Examples, Syntax, Operators and More

Knowledge Hut

Mongo DB is a popular NoSQL and open-source document-oriented database which allows a highly scalable and flexible document structure. MongoDB Projection is a special feature allowing you to select only the necessary data rather than selecting the whole set of data from the document. What is MongoDB Projection?

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