Showing results for Machine Learning - ISE Developer Blog

Jul 26, 2024
1

LLM Prompt Injection Considerations With Tool Use

Dasith Wijesiriwardena
Dasith Wijesiriwardena

This post discusses a pattern to prevent a class of prompt injection attacks in LLM-based solutions. It emphasizes the importance of building strong foundational patterns to mitigate risks and avoid potential pitfalls. By implementing this pattern, teams can enhance the security of their tool-based solutions.

CSEISE
May 2, 2023
1

Data preparation at scale on Azure ML using Dask

Thomas Conté
Thomas Conté

In this post we will describe how we were able to run our Dask-based data preparation at scale on Azure ML Compute Clusters, using Dask-MPI and the native Azure ML MPI support.

CSE
Sep 20, 2021
0
0

Building an Action Detection Scoring Pipeline for Digital Dailies

Samuel Mendenhall
Samuel Mendenhall

Media companies capture footage filmed for the entire day in what's known as ‘digital dailies’. When talking about terabytes and petabytes of content, storage costs can be a factor. Lets explore Machine Learning approaches to identify which content can be archived or discarded which will save on those storage costs.

CSEMachine LearningCognitive Services
Jan 10, 2019
0
0

Developing and Deploying a Churn Prediction Model with Azure Machine Learning Services

Patty Ryan
Patty Ryan

Deep learning algorithms capable of learning and predicting customer behavior are allowing businesses to intervene with the right retention offers at the right time. CSE recently partnered with Majid Al Futtaim Ventures (MAF) to design and deploy a machine learning solution to predict attrition.

Machine LearningDevOpsContainers