Cloudera

MARCH 26, 2024

This accelerator will provide access to the entire AI lifecycle, giving customers a robust, hybrid-cloud solution for production LLM ModelOps & real-time inferences. Pre-built Demos and Reference Architectures (AMPs): Get a head start with ready-made solutions designed for specific AI use cases.

Machine Learning 79

Machine Learning Banking Professional Services Architecture 79

DataKitchen

MARCH 11, 2021

Gartner identified XOps (DataOps, ModelOps, DevOps) as one of the top trends in data and analytics for 2021. Figure 2: XOps practices link together DataOps, ModelOps, and DevOps. DataKitchen Blog: Deliver AI and ML Models at Scale with ModelOps. What is XOps? . DataKitchen Blog: Improving Teamwork in Data Analytics with DataOps.

Machine Learning 52

Machine Learning Utilities Data Data Analytics 52

DataKitchen

JANUARY 2, 2021

In this report, Gartner outlines recommendations to effectively operationalize AI solutions that involve the core management competencies of ModelOps, DataOps, and DevOps. Figure 1: Operational AI Requires ModelOps, DataOps, and DevOps Practices. Blog: Deliver AI and ML Models at Scale with ModelOps.

Data Engineering 52

Data Engineering Data Engineer Engineering Government 52

DataKitchen

MAY 10, 2021

After establishing a solid strategy, the second phase involves planning key processes and practices to support the strategy, including “the emerging and increasingly important DataOps and ModelOps processes and methodologies.”. Blog: A Guide to Understanding DataOps Solutions. Forrester recommends: .

Data Architecture 52

Data Architecture Machine Learning Data Science Government 52

Scott Logic

NOVEMBER 22, 2023

Two popular ones are MLOps from Google and ModelOps from IBM. However, as I outline under the headers below, developing and operating AI/ML solutions differs from traditional software development and operations in a few key areas – and, I’ll argue, in one area in particular.

Software Engineer 52

Software Engineer Software Engineering Project Engineering 52

DataKitchen

MARCH 16, 2023

Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023. It lists forty-five metrics to track across their Operational categories: DataOps, Self-Service, ModelOps, and MLOps. Forty-five metrics!

Data Analytics 52

Data Analytics Manufacturing Data Process 52

DataKitchen

APRIL 13, 2021

It is easy to get overwhelmed when trying to evaluate different solutions and determine whether they will help you achieve your DataOps goals. BMC Control-M — A digital business automation solution that simplifies and automates diverse batch application workloads. ModelOps/MLOps. Testing and Data Observability.

Consulting 123

Consulting Machine Learning Data Science Data Pipeline 123