Systems | Development | Analytics | API | Testing

Machine Learning

MLOps for Generative AI with MLRun

Jun 1, 2023 By Iguazio In Iguazio
The influx of new tools like ChatGPT spark the imagination and highlight the importance of Generative AI and foundation models as the basis for modern AI applications. However, the rise of generative AI also brings a new set of MLOps challenges. Challenges like handling massive amounts of data, large scale computation and memory, complex pipelines, transfer learning, extensive testing, monitoring, and so on. In this 9 minute demo video, we share MLOps orchestration best practices and explore open source technologies available to help tackle these challenges.
View Video
iguazio

What are the Advantages of Automated Machine Learning Tools?

May 31, 2023 By Alexandra Quinn In Iguazio
AutoML (Automated Machine Learning) helps organizations deploy Machine Learning (ML) models faster, by making the ML pipeline process more efficient and less error-prone. If you’re getting started with AutoML, this article will take you through the first steps you need to find a tool and get started. If you’re at an advanced stage, it will help you validate you’re on the right track.
Read Post
ClearML

Introducing ClearGPT from ClearML

May 31, 2023 By ClearML In ClearML

The first secure, enterprise-grade generative AI platform We have an exciting announcement! On Thursday, May 18, we released ClearGPT, the first generative AI platform that transcends enterprise ChatGPT challenges. ClearGPT is the only secure, enterprise-grade platform offering state-of-the-art LLMs, tailored to your business data and running securely on your network, to power enterprise AI transformation. Prefer to watch the 2-minute video and see how it works? Watch now.

Read Post
honeybadger

Machine-learning life-cycle management using MLflow

May 25, 2023 By Aditya Raj In Honeybadger

Are you looking to streamline your machine learning projects from start to finish? Look no further than MLflow! In this blog, we'll discuss how to use MLflow to manage the entire lifecycle of your ML project – from creating and training models to comparing results and deploying them.

Read Post

ODSC East 2023 MLOps Keynote: MLOps in the Era of Generative AI

May 22, 2023 By Iguazio In Iguazio
ChatGPT sparks the imagination and highlights the importance of Generative AI and foundation models as the basis for modern AI applications. However, this also brings a new set of AI operationalization challenges. Challenges like handling massive amounts of data, large scale computation and memory, complex pipelines, transfer learning, extensive testing, monitoring, and so on. In this talk, we explore the new technologies and share MLOps orchestration best practices that will enable you to automate the continuous integration and deployment (CI/CD) of foundation models and transformers, along with the application logic, in production.
View Video

Qlik's Fully Integrated AI and ML Capabilities - Today and the Path Forward

May 18, 2023 By Qlik In Qlik
In this first video, we introduce our overall approach, discuss what makes it unique, and describe our end-to-end capabilities and benefits that drive deeper and more meaningful insight, make that insight more accessible to all decision-makers, and speed up the time-to-value through automation. Unlike other solutions, Qlik offers fully integrated AI and ML built into our platform as foundational services, not a “bolt-on” or one-size-fits-all approach. We deliver a complete set of augmented capabilities, where we can “cross-pollenate” by leveraging ML-driven capabilities in Qlik Sense and Qlik Sense analytics in AutoML.
View Video

Run predictions with your data using Cloudera Machine Learning

May 15, 2023 By Cloudera In Cloudera
Cloudera Machine Learning offers a comprehensive solution for the full machine learning lifecycle, from finding and exploring data to hosting custom ML web apps. With nearly 700 enterprise customers using ML in production, it provides a trusted and efficient way to deploy complex models and support a diverse range of AI use cases.
View Video

Copyright © 2024 OpsMatters™. All rights reserved.