Systems | Development | Analytics | API | Testing

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[MLOPS] From #GTC21: How to Supercharge Your Team's Productivity with MLOps

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.

[MLOPS] From #GTC21: Workshop - Demonstrating an End-to-End Pipeline for ML/DL Leveraging GPUs

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!).

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

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?

5 data-driven solutions for global supply chains disruptions

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.

Choose the Right ERP Software for Business

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?

Driving API Consumption Within Your API Ecosystem

As with any product on the market, driving adoption is critical to success. Your API investment is no different, and driving API consumption within your ecosystem requires a well-planned strategy and adoption campaign that’s complemented by appropriate customer education and marketing. In this article we’ll discuss some ideas that will generate increased use of your APIs and help you understand how your organization integrates all of it’s systems, data and applications.

API Strategy Fundamentals: Align the Organization

Companies that have an API strategy are more likely to complete projects on schedule, innovate more quickly, reduce operational costs, and create new revenue streams. However, to participate in the ever-growing API economy, organizations must first develop a strategic and methodological approach to APIs. A key element of this approach is ensuring alignment within the organization.

Top 7 IoT Tools & Platforms for App Development

The connected reality of gadgets presented by the Internet of Things (IoT) can no longer be considered as just a buzz as it has already transformed our living to a great extent. The connected things made our homes, workplaces, and transportation smarter. No wonder IoT apps are now one of the most popular app categories. As the latest statistics reveal, the global market share of IoT apps is expected to touch a whopping 520 billion USD by the end of 2021.

Load testing and Azure DevOps with José Luis Latorre Millas (k6 Office Hours #20)

In this episode of k6 Office Hours, Nicole and Simme are joined by José Luis Latorre Millas, who will talk about why k6 and Azure DevOps go well together and how to add load testing to a CI/CD pipeline. José is the Developer Community Lead at Swiss Life AG.