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Analytics

7 Data Migration Best Practices and Tools

Data migration seems simple from a high-level point of view. After all, you’re simply moving data between two or more locations. In practice, however, migrating data can be one of your IT department’s trickiest data management initiatives. According to LogicWorks, 90 percent of CIOs in charge of data migrations moving from on-premises to the cloud have encountered problems during this process, with 75 percent missing planned deadlines.

PII Data Privacy: How to Stay Compliant

When people share their personal information with an organization, they’re performing an act of trust. They trust you to keep their data safe from hackers, and they trust you to use their data only for legitimate purposes. While many organizations honor this trust, others do not. As a result, governments worldwide are rushing to pass data protection legislation that puts the power back in the hands of people.

Jeeves Grows Up: How an AI Chatbot Became Part of Unravel Data

Jeeves is the stereotypical English butler – and an AI chatbot that answers pertinent and important questions about Spark jobs in production. Shivnath Babu, CTO and co-founder of Unravel Data, spoke yesterday at Data + AI Summit, formerly known as Spark Summit, about the evolution of Jeeves, and how the technology has become a key supporting pillar within Unravel Data’s software.

DataStore vs FeatureStore

I think it’s safe to say that one of the worst things in Machine Learning is the terminology. The maths and statistics are definitely part of the learning curve, but more than that, it feels like you are learning a new language. In some ways, you are. DataStore and FeatureStore are two of the current buzzwords that people are trying to understand. To be fair, DataStore and FeatureStore feel like family rather than strangers.

The Clear SHOW - S02E07 - Manual Orchestration (Pit Stop!)

Before we write the super-easy automation for our feature-store workflow, we have to make sure we all understand how to run a task on a clearml-agent! Join T. Guerre for a quick demo of what ClearML can do for manual orchestration of workflows, once you have used it to manage your experiments! ClearML - Your entire workflow in one MLOps platform