Machine learning explained

What is machine learning?(Insider Story)

Machine learning algorithms explained

Machine learning and deep learning have been widely embraced, and even more widely misunderstood. In this article, I’d like to step back and explain both machine learning and deep learning...

Delta Lake gives Apache Spark data sets new powers

<!-- Delta Lake gives Apache Spark data sets new powers | InfoWorld

Pub/sub messaging: Apache Kafka vs. Apache Pulsar

These days, massively scalable pub/sub messaging is virtually synonymous with . Apache Kafka continues to be the rock-solid, open-source, go-to choice for distributed streaming applications, whether you’re adding something like...

The best machine learning and deep learning libraries

If you’re starting a new machine learning or deep learning project, you may be confused about which framework to choose. As we’ll discuss, there are several good options for both...

Tutorial: Spark application architecture and clusters

Get the full book Data Analytics with Spark Using Python (Addison-Wesley Data & Analytics Series) This article is an excerpt from the Pearson Addison-Wesley book “Data Analytics with Spark Using...

Why you should use Gandiva for Apache Arrow

Over the past three years has exploded in popularity across a range of different open source communities. In the Python community alone, Arrow is being downloaded more than 500,000...

Review: MXNet deep learning shines with Gluon

When I in 2016, I felt that it was a promising deep learning framework with excellent scalability (nearly linear on GPU clusters), good auto-differentiation, and state-of-the-art support for CUDA...

IDG Contributor Network: The future is cloudy, with a chance of success

I would have titled this post, “How to be a rainmaker in the cloud,” except the term rainmaker often refers to the selling process, which is already succeeding, and that...

Real-time data processing with data streaming: new tools for a new era

Today, there are many data sources—such at IoT devices, user interaction events from mobile applications, financial service transactions, and health monitoring systems—that broadcast critical information in real time. Developers working with...

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