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The DataOps Vendor Landscape, 2021

DataKitchen

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. Comet.ML — Allows data science teams and individuals to automagically track their datasets, code changes, experimentation history and production models creating efficiency, transparency, and reproducibility.

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AI Adoption in the Enterprise 2021

O'Reilly on Data

We’ll look at this later, but being able to reproduce experimental results is critical to any science, and it’s a well-known problem in AI. There’s no significant difference between these three continents in our 2021 data. It’s more concerning that workflow reproducibility (3%) is in second-to-last place. Bottlenecks to AI adoption.

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ChatGPT, the rise of generative AI

CIO Business Intelligence

ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). It’s hard to achieve a deep, experiential understanding of new technology without experimentation.

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How to Launch Your AI Projects from Pilot to Production – and Ensure Success

CIO Business Intelligence

Have business leaders defined realistic success criteria and areas of low-risk experimentation? 1] IDC FutureScape: Worldwide Artificial Intelligence 2021 Predictions — India Implications Artificial Intelligence, Data Science, Machine Learning Are they involved in pilots and providing feedback?

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Best Practices for Creating Long-Lasting and Continuous Discovery Habits

Speaker: Teresa Torres, Internationally Acclaimed Author, Speaker, and Coach at ProductTalk.org

Industry-wide, product teams have adopted discovery practices like customer interviews and experimentation merely for end-user satisfaction. June 24, 2021 at 12:30 pm PDT, 3:30 pm EDT, 8:30 pm BST. As a result, many of us are still stuck in a project-world rut: research, usability testing, engineering, and a/b testing, ad nauseam.

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How AI Can Supercharge Your Ransomware Defense In 2022?

Smart Data Collective

The decisions are based on extensive experimentation and research to improve effectiveness without altering customer experience. Here are a few ways that AI will supercharge your ransomware defense in 2021. AI can protect you in the event of these and other attacks. Instead, it is influenced by a variety of features and patterns.

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Get AI in the hands of your employees

CIO Business Intelligence

Stephen Franchetti, CIO of Samsara, a fleet management SaaS provider that went public in 2021, believes the only way to optimize your AI strategy (or any emerging technology strategy, in fact) is with a bottoms-up approach. We’ve seen an ongoing iteration of experimentation with a number of promising pilots in production,” he says.

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