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Intro A lot of tutorials show how to write spark code with just the API and code samples, but they do not explain how to write “efficient Apache Spark” code.
Today we have more requirements with ever-growing tools and framework, complex cloud architectures, and with data stack that is changing rapidly. I hear claims: “Business Intelligence (BI) takes too long to integrate new data”, or “understanding how the numbers match up is very hard and needs lots of analysis”. The goal of this article is to make business intelligence easier, faster and more accessible with techniques from the sphere of data engineering.
Juneteenth has been declared a U.S. holiday at Teradata, as we stand with the black community and reflect on what we can do to fight racism and injustice, and embrace diversity.
Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.
Summary Machine learning is a process driven by iteration and experimentation which requires fast and easy access to relevant features of the data being processed. In order to reduce friction in the process of developing and delivering models there has been a recent trend toward building a dedicated feature. In this episode Simba Khadder discusses his work at StreamSQL building a feature store to make creation, discovery, and monitoring of features fast and easy to manage.
You might have seen that I’ve been pretty busy recently, digging into the new Azure Synapse Analytics preview, announced back at Microsoft Build 2020. I’ve explored the spark engine, SQL serverless/On-Demand and various other bits… but I’m still getting the same question of “Cool!…. but what actually is it?”. One of the problems here is that Azure SQL Data Warehouse was rebranded as “Azure Synapse Analytics”… but it’s not the same as the full workspace.
In April, we kicked off Project Metamorphosis. Project Metamorphosis is an effort to bring the simplicity of best of breed cloud systems to the world of event streaming. It is […].
In April, we kicked off Project Metamorphosis. Project Metamorphosis is an effort to bring the simplicity of best of breed cloud systems to the world of event streaming. It is […].
Integration with AWS first-party services gives our enterprise customers as much cloud-native functionality as they want for their Vantage environments. Learn more.
MongoDB.live took place last week, and Rockset had the opportunity to participate alongside members of the MongoDB community and share about our work to make MongoDB data accessible via real-time external indexing. In our session, we discussed the need for modern data-driven applications to perform real-time aggregations and joins, and how Rockset uses MongoDB change streams and Converged Indexing to deliver fast queries on data from MongoDB.
Many organisations rely on commercial or open source monitoring tools to measure the performance and stability of business-critical applications. AppDynamics, Datadog, and Prometheus are widely used commercial and open source […].
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
Integration with Azure first-party services enables Vantage users to tap into new sources of innovation across all aspects of the analytic process from start to finish.
If you’ve been using dbt for over a year, your project is out-of-date. This is natural. New functionalities have been released. Warehouses change. Best practices are updated. Over the last year, I and others on the Fishtown Analytics (now dbt Labs!) team have conducted seven audits for clients who have been using dbt for a minimum of 2 months. In every single audit, we found opportunities to: Improve performance Improve maintainability Make it easier for new people to get up-to-speed on the proj
Learn how leveraging Machine Learning for advanced analytics enables Telcos to tackle problems from identifying network anomalies to customer churn. Read more.
Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
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