Hadoop runs out of gas

Big data remains a big deal, but that fact is somewhat obscured by the recent stumbling of its former poster children: Cloudera, Hortonworks, and MapR. Once the darlings of data,...

Natural language processing explained

From a friend on Facebook: Me: Alexa please remind me my morning yoga sculpt class is at 5:30am. Alexa: I have added Tequila to your shopping list. We talk to our devices, and...

Deep learning explained

What is deep learning?Deep learning is a form of that models patterns in data as complex, multi-layered networks. Because deep learning is the most general way to model a...

4 reasons big data projects fail—and 4 ways to succeed

Big data projects are, well, big in size and scope, often very ambitious, and all too often, complete failures. In 2016, Gartner estimated that 60 percent of big data projects...

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...

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