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[MLOPS] From #GTC21: Best Practices in Handling Machine Learning Pipelines on DGX Clusters

Jul 12, 2021 By ClearML In ClearML
Learn how to set up and orchestrate end-to-end ML pipelines, leveraging large DGX clusters. We'll demonstrate how to orchestrate your training and inference workloads on DGX clusters, with optional setup of remote development environments leveraging the multi-instance GPUs on the NVIDIA A100. We'll also show how pipelines can be built to serve both research and deployment workloads, all while leveraging the compute inherent in the DGX cluster.
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[MLOPS] From #GTC21: How to Supercharge Your Team's Productivity with MLOps

Jul 12, 2021 By ClearML In ClearML
Learn how to structure a data scientist-first orchestration setup that allows your DS team to self-manage their allocated NVIDIA GPU clusters, without needing continuous hand-holding from DevOps/IT. We'll demonstrate this setup while using NVIDIA Clara Train SDK to walk through best practices in orchestration, experiment management, and data operations and pipelining. While examples will be health-care-focused, the concepts demonstrated are agnostic to any ML/DL use case in any industry.
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[MLOPS] From #GTC21: Workshop - Demonstrating an End-to-End Pipeline for ML/DL Leveraging GPUs

Jul 12, 2021 By ClearML In ClearML
Learn how to take models from research into deployment in an efficient and scalable manner. We'll demonstrate workflows and methodologies so that your data science team can make the most of their NVIDIA hardware systems and software tools (including TRITON!).
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thoughtspot

Why rebuilding data trust is key to driving business value with analytics

Jul 12, 2021 By Laura Draper In ThoughtSpot

As a modern data leader, you know that real-time access to data-driven insights is key to driving higher levels of business growth and innovation, and better customer experiences. You also know that when frontline employees have easier access to data they’re able to make better decisions that ultimately boost your bottom line. But what happens when employees don’t trust the data in front of them?

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thoughtspot

5 data-driven solutions for global supply chains disruptions

Jul 12, 2021 By Sudheesh Nair In ThoughtSpot

In 2020, the pandemic tested supply chains in a manner few have seen in our lifetimes, with businesses like Apple struggling to predict demand and keep factory lines moving. The weaknesses exposed by this crisis are not brand new, but they should be a wake-up call that current strategies are not sustainable. The limitations of modern supply chains were becoming apparent last year when companies struggled to react to new tariffs and restrictions caused by Brexit and the U.S.-China trade war.

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integrate

Choose the Right ERP Software for Business

Jul 12, 2021 By Mark Smallcombe In Integrate
Enterprise resource planning, or ERP, the software helps companies manage their day-to-day activities in most departments. It offers organization and compliance features that streamline the process and make it user-friendly. ERP software shoppers probably know they need top-quality ERP software, but how do they know how to choose the right one for their needs?
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integrate

5 Reasons You Should Mask PII

Jul 9, 2021 By Mark Smallcombe In Integrate
If personally identifiable information (PII) falls into the wrong hands, it could have devastating consequences for both you and the affected individuals. But what if you could transform that information so that it would be useless to any attacker? That’s exactly what PII masking seeks to do. So what is PII data masking exactly, and how does PII masking help safeguard your sensitive and confidential information from PII data breaches? Keep reading for all the answers.
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