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Python 3

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  • 4 min
  • Data
  • Engineering

Ingesting Google Cloud Storage Files To BigQuery Using Cloud Functions And Serverless Spark

Apache Spark has become a popular platform as it can serve all of data engineering, data exploration, and machine learning use cases. However, Spark still requires the on-premises way of…
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  • 5 min
  • Software Engineering

Add Preprocessing Functions To Tensorflow Models And Deploy On Vertex AI

One does not simply productionalize machine learning models. If you’ve developed models before, you know that most of the time input features need to be preprocessed before they are ready…
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  • 5 min
  • Software Engineering

Use Cloud Run “Always-On” CPU Allocation For Background Work

Last fall, the Cloud Run team announced a new feature allowing operators to keep a container instance’s CPU fully-allocated outside of the standard request cycle. By default, Cloud Run instances…
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  • 9 min
  • Design
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Meet AI’s Multitool: Vector Embeddings

Embeddings are one of the most versatile techniques in machine learning, and a critical tool every ML engineer should have in their toolbelt. It’s a shame, then, that so few…
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  • 5 min
  • Programming

The Future of Javascript: Entering Into ShadowRealms

It sounds dark and mysterious – but it’s just another future Javascript feature. The ShadowRealm is a new feature coming to Javascript, which will let us create a separate global…
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  • 9 min
  • Programming

Using GeoJSON In BigQuery For Geospatial Analytics

The first step in most analytical workloads is to ingest the data that you need for your analysis into your data warehouse. For geospatial analysis involving point, line, or polygon…
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  • 9 min
  • Engineering
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Is Your Code Overly Complex?

We’ve all been there. Taking a look at a repo that we can’t quite make heads or tails of. Or looking at a function, reading through it, getting to the…
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  • 3 min
  • DevOps
  • Engineering

Quickly Troubleshoot Application Errors With Error Reporting

Are you familiar with the four golden signals of Site Reliability Engineering (SRE): latency, traffic, errors, and saturation? Whether you’re a developer or an operator, you’ve likely been responsible for…
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  • 6 min
  • Public Cloud
  • Technology

Mapping Carbon Pollution Globally With Satellites

As we continue to explore climate solutions using machine learning in our People & Planet AI YouTube series, we have been blown away by an amazing project called Climate TRACE. It is…
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  • 3 min
  • Public Cloud

cPanel & WHM® Expands collaboration With Ubuntu To Bring Full Support For Ubuntu LTS In V102

cPanel® L.L.C., the Hosting Platform of Choice, a WebPros® portfolio company, is expanding its collaboration with Ubuntu to provide full support for Ubuntu LTS 20.04 with cPanel & WHM version 102. In…
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