“Gartner analyst Erick Brethenoux highlights key trends in AI techniques for businesses worldwide”
Welcome to this informative video session featuring Erick Brethenoux, a Gartner analyst residing in Chicago, who specializes in decision intelligence, AI techniques, and artificial intelligence. In this session, Erick will be discussing the significance of data science and machine learning, which are crucial AI techniques for businesses worldwide. Erick emphasizes the importance of starting to implement these techniques soon because time is running out. One of the current trends in machine learning and data science is the transition from a machine learning platform to a more diverse ecosystem, which requires a different approach to discovery. The MLOps movement is also becoming popular, which emphasizes the implementation of machine learning models in businesses to deliver business value.
Another trend is the shift from data-centricity to decision-centricity, where outcomes are more important than data. Erick explains that the democratization of AI is not due to generative AI but rather the legalization of machine learning, which has led to the availability of data science classes online. There is no scarcity of AI and machine learning skills, and they are already within organizations waiting to be developed.
In the last five years, tools for data preparation have been developed, including the identification of bias in data, the validation of models, and the impact of models on the market. There are also tools for securing data and encrypting it at a nanolevel. The legal aspect of data usage is also important, and a framework is necessary to understand which data can be used legally.
Erick also discusses the shift from model-centricity to decision-centricity, which emphasizes the importance of understanding the outcomes and KPIs before building models. Other AI techniques such as rule-based systems, knowledge graph techniques, and first principle AI models will be essential in addition to machine learning. Composite AI models will become popular to solve business problems effectively. These are the main trends in AI that are practical and already being used by some clients.
If you are interested in implementing AI techniques in your business, this video session is a must-watch. Erick Brethenoux's insights on the latest trends and practical applications of AI will help you stay ahead of the curve and deliver business value through AI. Don't miss out on this informative session.
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