Domino Data Lab

AUGUST 6, 2021

In the world of machine learning (ML) and artificial intelligence (AI), governance is a lifelong pursuit. As such, model governance needs to be applied to each model for as long as it’s being used. As such, model governance needs to be applied to each model for as long as it’s being used. What Is Model Governance?

Machine Learning 145

Machine Learning Modeling Testing Risk 145

DataKitchen

APRIL 13, 2021

Read the complete blog below for a more detailed description of the vendors and their capabilities. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Process Analytics.

Testing 300

Testing Machine Learning Consulting Data Quality 300

Domino Data Lab

JULY 28, 2021

If it’s not done successfully, both costs and risk increase. This lack of governance and standardization creates technical debt in each project, increases risk and fails to create a repeatable – and measurable – business model. This creates a lot of friction which increases costs and reduces productivity and collaboration.

Data Science 59

Data Science Enterprise Cost-Benefit Data-driven 59

Domino Data Lab

JUNE 15, 2021

Joint customers already use Domino data connectors to retrieve and write data between the Domino environment and the Snowflake Data Cloud. The recently announced partnership between Domino Data Lab and Snowflake enhanced this experience with the integration of Snowflake’s Snowpark and Java UDFs in Domino. 5.21.2'.

Modeling 69

Modeling Data Science Data-driven Data Warehouse 69

Domino Data Lab

AUGUST 10, 2021

Models dramatically lower the cost of prediction, similar to how semiconductors dramatically lowered the cost of arithmetic. Model governance is at the heart of modeling, which involves tracking model artifacts from the moment the first model version is constructed to the final model deployed in a production environment.

Modeling 64

Modeling IT Risk Management Deep Learning 64

Domino Data Lab

AUGUST 6, 2021

A Model Risk Management framework combines sound governance principles with end-to-end documentation in the design, development, validation, and deployment of new models in the business. The guidance warns: “Model risk can lead to financial loss, poor business and strategic decision making, or damage to a bank’s reputation.”.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

Domino Data Lab

JULY 28, 2021

In this article, take a deep dive into data science and how Domino’s Enterprise MLOps platform allows you to scale data science in your business. But it has taken the availability of low cost, high power compute and memory to make these techniques broadly used. Data Science with Domino Data Lab. None of these techniques are new.

Data Science 45

Data Science Machine Learning Statistics Deep Learning 45