In 2024, five trends will shape data science and generative AI: companies will focus on consolidating and governing data to enable AI, vector and feature stores will coexist to improve model training, and task-specific LLMs will replace general chatbots for better accuracy. A new wave of AI apps will emerge, democratizing development across industries like healthcare, finance, and retail. Open-source tools such as Llama and Mistral will drive innovation, enabling firms to customize models efficiently. Snowflake’s platform supports secure data management, AI workloads, and easy deployment of custom generative AI solutions.

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