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Streaming in Production: Collected Best Practices, Part 2

databricks

In our two-part blog series titled "Streaming in Production: Collected Best Practices," this is the second article. Here we discuss the "After Deployment".

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Streaming in Production: Collected Best Practices

databricks

Releasing any data pipeline or application into a production state requires planning, testing, monitoring, and maintenance. Streaming pipelines are no different in this.

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Data Engineering Weekly #161

Data Engineering Weekly

RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. 3) DataOPS at AstraZeneca The AstraZeneca team talks about data ops best practices internally established and what worked and what didn’t work!!!

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Achieving Trusted AI in Manufacturing

Cloudera

As we navigate the fourth and fifth industrial revolution, AI technologies are catalyzing a paradigm shift in how products are designed, produced, and optimized. Manufacturers now have unprecedented capacity to collect, utilize, and manage massive amounts of data. Let that dictate the data you want to collect.

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What Does It Really Mean To Do MLOps And What Is The Data Engineer's Role?

Data Engineering Podcast

Summary Putting machine learning models into production and keeping them there requires investing in well-managed systems to manage the full lifecycle of data cleaning, training, deployment and monitoring. Open Source DataHub is running in production at several companies like Peloton, Optum, Udemy, Zynga and others.

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Discovering Data Monetization Opportunities in Financial Services

Cloudera

With the vast amount of data collected from customers, transactions, and market movements, among other sources, this abundance offers tremendous potential for financial institutions to extract valuable insights that can inform business decisions, improve customer service, and create new revenue streams.

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The Three Most Fundamental Aspects of Project Management

Knowledge Hut

Over the years I have found that my most popular blog posts are those that speak to entry-level project managers. Project management is a vast practice area and for somebody who has only recently started managing projects , it can seem overwhelming. You’ll need lots of post-its and a white board or a wall to stick the notes onto.

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