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

Download the full report by filling out the form below.

2022 Report: Trends in Data, Machine Learning, and AI
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The Data Exchange Podcast

We discussed highlights from the report in an episode of The Data Exchange podcast: