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Tag: DevOps

In Search of Data Observability

Apr 29, 2021 |

The concept of “observability” is well understood as it pertains to DevOps and site reliability engineering (SRE). But what does it mean in the context of data? According to Barr Moses, the CEO of data observability startup Monte Carlo, it’s all about being able to trust the data. Read more…

AI-Enabled DevOps: Reimagining Enterprise Application Development

Oct 28, 2020 |

Today, advances in artificial intelligence (AI) and machine learning (ML) have opened up significant application possibilities, from sensor-driven weather prediction to driverless cars to intelligent chatbots. Development teams have enabled these breakthroughs by leveraging automation to rapidly prototype, iterate, and improve applications. Read more…

AI Governance Rises to the Top of the Stack

Oct 13, 2020 |

Artificial intelligence (AI) is running amok, or so that’s the general perception these days. AI governance is important because the stakes are so high for getting AI right and consequences so dire if we screw it up. Read more…

Virtualization Startup Varada Streamlines Data Ops

Sep 15, 2020 |

Varada, a data virtualization startup targeting big data query acceleration, announced a $12 million funding round this week as it ramps up its “zero data-ops” platform designed to prioritize analytics workloads via proprietary indexing technology

The Series A round announced on Tuesday (Sept. Read more…

A ‘Breakout Year’ for ModelOps, Forrester Says

Sep 11, 2020 |

The rapid maturation of machine learning operations (ModelOps) tools is leading to a “breakout year” for ModelOps, Forrester says in a recent report.

The ML lifecycle is a potential nightmare for many organizations, write Forrester analysts Mike Gualtieri and Kjell Carlsson in an August report, titled “Introducing ModelOps to Operationalize AI.”

“This process takes too long and is fraught with technical and business challenges, just with one model,” the analysts write. Read more…

Grafana Labs Visualizes Growth with $50M Round

Aug 17, 2020 |

Grafana Labs, developer of a popular open source tool for visualizing logs and metrics, today announced that it’s raised $50 million in a Series B round of investment. The company’s CEO, Raj Dutt, tells Datanami the money will go primarily to engineering, with a focus on expanding Grafana’s role as an “open and composable observability stack.”

Grafana was created in 2014 by Torkel Ödegaard, a developer at the online travel company Orbitz. Read more…

Is Kubernetes Overhyped?

Aug 10, 2020 |

The amount of attention paid to Kubernetes has increased substantially over the past couple of years. What started out as a relatively obscure container management system open sourced by Google has turned into the must-have technology for running machine learning and advanced analytics applications, among other workloads. Read more…

Demystifying DataOps: What We Need to Know to Leverage It

May 22, 2020 |

The term “DataOps” has picked up momentum and is quickly becoming the new buzz word. But we want it to be more than just a buzz word for your company, after reading this article you will have the knowledge to leverage the best of DataOps for your organization. Read more…

An Enterprise Guide to a Secure Data Science Pipeline

May 11, 2020 |

Open source is the backbone driving digital innovation (Gartner, 2019). It’s crucial to many of today’s leading-edge digital fields, including data science and machine learning. Read more…

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