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Data Engineering Zoomcamp – Data Ingestion (Week 2)

Hepta Analytics

DE Zoomcamp 2.2.1 – Introduction to Workflow Orchestration Following last weeks blog , we move to data ingestion. We already had a script that downloaded a csv file, processed the data and pushed the data to postgres database. This week, we got to think about our data ingestion design.

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Data Warehouse vs Big Data

Knowledge Hut

Two popular approaches that have emerged in recent years are data warehouse and big data. While both deal with large datasets, but when it comes to data warehouse vs big data, they have different focuses and offer distinct advantages. Data warehousing offers several advantages.

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What Are the Best Data Modeling Methodologies & Processes for My Data Lake?

phData: Data Engineering

By employing robust data modeling techniques, businesses can unlock the true value of their data lake and transform it into a strategic asset. With many data modeling methodologies and processes available, choosing the right approach can be daunting. Want to learn more about data governance?

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Hello World: Join the New Rockset Developer Community

Rockset

At Rockset, we work hard to build developer tools (as well as APIs and SDKs) that allow you to easily consume semi-structured data using SQL and run sub-second queries on real-time data. In the community, we’ll be sharing topics related to product releases, blogs, events, memes, and more.

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Accelerate your Data Migration to Snowflake

RandomTrees

A combination of structured and semi structured data can be used for analysis and loaded into the cloud database without the need of transforming into a fixed relational scheme first. This stage handles all the aspects of data storage like organization, file size, structure, compression, metadata, statistics.

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15+ Best Data Engineering Tools to Explore in 2023

Knowledge Hut

It provides a suite of tools for data preparation, modeling, and visualization, as well as collaboration and sharing. With Power BI, data engineers can easily create interactive reports and dashboards that can be accessed from anywhere, on any device. Google BigQuery is a fully-managed, serverless data warehouse service.

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MongoDB CDC: When to Use Kafka, Debezium, Change Streams and Rockset

Rockset

Documents in MongoDB can also have complex structures. Data is stored as JSON documents that can contain nested objects and arrays that all provide further intricacies when building up analytical queries on the data such as accessing nested properties and exploding arrays to analyze individual elements.

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