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Top 10 Data Engineering & AI Trends for 2025

Monte Carlo

Small data is the future of AI (Tomasz) 7. The lines are blurring for analysts and data engineers (Barr) 8. Synthetic data matters—but it comes at a cost (Tomasz) 9. The unstructured data stack will emerge (Barr) 10. On a small scale, this actually makes a lot of sense. All that is about to change.

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Top 10 Data & AI Trends for 2025

Towards Data Science

Synthetic data works by leveraging models to create artificial datasets that reflect what someone might find organically (in some alternate reality where more data actually exists), and then using that new data to train their own models. Data quality risks are evolvingbut data quality management isnt.

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Simplifying Multimodal Data Analysis with Snowflake Cortex AI

Snowflake

This major enhancement brings the power to analyze images and other unstructured data directly into Snowflakes query engine, using familiar SQL at scale. Unify your structured and unstructured data more efficiently and with less complexity. Start analyzing call center data with our easy Snowflake quickstart.

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Snowflake Startup Challenge 2024: Announcing the 10 Semi-Finalists

Snowflake

In 2020, Snowflake announced a new global competition to recognize the work of early-stage startups building their apps — and their businesses — on Snowflake, offering up to $250,000 in investment as the top prize. It deploys gen AI components as containers on Snowpark Container Services, close to the customer’s data. SignalFlare.ai

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Why Data Capabilities Follow Up a Digital Transformation

Team Data Science

Going further, when a restaurant creates a digital channel for its customers to order food online, it is not only digitizing information. It was mainly a "product first, customers second" mentality of building products and services. Obviously, this value is extracted by the existing data capabilities within an organization.

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DoorDash identifies Five big areas for using Generative AI

DoorDash Engineering

Assistance of customers to complete tasks Generative AI can assist customers by automating tasks such as cart building, getting order status updates, retrieving account information, finding recipe information, and order checkout.

Food 98
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The Three Essentials to Get to Responsible AI

Snowflake

At a global specialty food manufacturer, the data team went on a sleuthing mission to uncover the use of ChatGPT by monitoring network traffic. A few weeks ago Snowflake unveiled Snowflake Cortex (in private preview), our new, fully managed service that provides many of the building blocks to accelerate AI and gen AI adoption.