2022 Trends Report: Data, Machine Learning, and AI

By Ben Lorica, Mikio Braun, and Jenn Webb.

In this short report, we list key trends in big data, machine learning, and AI, with a bias toward items that will impact companies and organizations across all sectors over the next 12-18 months. Tools to help companies put Data and AI to work are definitely getting simpler. But this growth in interest in Data and AI gives rise to a broader set of applications, a wider range of users, and interesting new challenges.

Here are a few of the topics we cover in our 2022 report:

• Modern Data Platforms
• Model Hubs in Machine Learning
• Large Language Models
• Graph Intelligence
• Data-centric AI
• New Tools for Scaling

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