security and privacy

The Guardrail Question to Ask Any AI Vendor

Amanda Bizzinotto

Security Privacy Artificial Intelligence AI Agents Guardrails

You’re evaluating AI vendors for a company-wide rollout, and every conversation ends the same way: it’s safe, it’s anonymized, we have guardrails. We’ve watched this

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AI Agents Artificial Intelligence Data Engineering Ethics And Responsible AI Generative AI Machine Learning OmbuLabs Culture Ruby On Rails Security And Privacy Software Development

Articles about Machine Learning

Machine Learning

Parallax Proves OmbuLabs' Predictive Model

Amanda Bizzinotto

Parallax was beginning to explore the use of artificial intelligence (AI) or machine learning (ML) to leverage the wealth of data on hand about

Case Study Machine Learning Regression Model

Machine Learning

Machine Learning: Intro to Gradient Boosting

Amanda Bizzinotto and Francois Buys

Welcome to the third article in our Machine Learning with Ruby series! In our previous article Machine Learning: An Introduction to CART Decision

Ruby Machine Learning Binary Classification

Machine Learning

Random Forests: A Machine Learning Intro

Amanda Bizzinotto and Francois Buys

In our previous article Machine Learning: An Introduction to CART Decision Trees in Ruby, we covered CART decision trees and built a simple tree

Ruby Machine Learning Binary Classification

Machine Learning

Pecas: ML Problem Shaping & Algorithm Choice

Amanda Bizzinotto

In our previous article, Machine Learning Aided Time Tracking Review: A Business Case we introduced the business case behind Pecas, an internal tool designed

Machine Learning Binary Classification Problem Shaping

Machine Learning

Intro to CART Decision Trees in Ruby

Amanda Bizzinotto and Francois Buys

In the middle of last year, we released an internal tool to help address a pretty significant issue. That is how the Pecas tool was

Ruby Machine Learning Decision Trees

Machine Learning

Machine learning time tracking business case

Amanda Bizzinotto

As an agency, our business model revolves around time. Our client activities rely on a dedicated number of hours per week worked on a project,

Culture Machine Learning Business Case