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Join us at PrestoCon Day, a free virtual community event

IBM Journey to AI blog

The Presto Foundation is excited to share its upcoming virtual community conference PrestoCon Day , taking place on 7 June 2023. Register for the free, virtual event What is Presto? What is PrestoCon Day? The virtual show will feature many marquee users sharing how they use Presto to power their data analytics and lakehouses.

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VeloxCon 2024: Innovation in data management

IBM Journey to AI blog

VeloxCon 2024 , the premier developer conference that is dedicated to the Velox open-source project, brought together industry leaders, engineers, and enthusiasts to explore the latest advancements and collaborative efforts shaping the future of data management.

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How to use foundation models and trusted governance to manage AI workflow risk

IBM Journey to AI blog

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data.

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How to Version Control Data in ML for Various Data Sources

The MLOps Blog

Data versioning control is an important concept in machine learning, as it allows for the tracking and management of changes to data over time. As data is the foundation of any machine learning project, it is essential to have a system in place for tracking and managing changes to data over time.

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Object-centric Process Mining on Data Mesh Architectures

Data Science Blog

In addition to Business Intelligence (BI), Process Mining is no longer a new phenomenon, but almost all larger companies are conducting this data-driven process analysis in their organization. The Event Log Data Model for Process Mining Process Mining as an analytical system can very well be imagined as an iceberg.

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Data platform trinity: Competitive or complementary?

IBM Journey to AI blog

Data platform architecture has an interesting history. Towards the turn of millennium, enterprises started to realize that the reporting and business intelligence workload required a new solution rather than the transactional applications. A read-optimized platform that can integrate data from multiple applications emerged.

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MLOps Landscape in 2023: Top Tools and Platforms

The MLOps Blog

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. MLOps landscape One of the defining characteristics of the MLOps landscape in 2023 is the coexistence of both open-source and closed-source solutions.