Blog posts tagged
"Kubeflow"

85 posts


Andreea Munteanu
19 February 2024

Edge AI: what, why and how with open source

Article Ubuntu

Edge AI is transforming the way that devices interact with data centres, challenging organisations to stay up to speed with the latest innovations. From AI-powered healthcare instruments to autonomous vehicles, there are plenty of use cases that benefit from artificial intelligence on edge devices. This blog will dive...

Andreea Munteanu
19 February 2024


Andreea Munteanu
5 January 2024

Andreea Munteanu
5 January 2024


Andreea Munteanu
24 November 2023

Building a comprehensive toolkit for machine learning

Article AI

In the last couple of years, the AI landscape has evolved from a researched-focused practice to a discipline delivering production-grade projects that are transforming operations across industries. Enterprises are growing their AI budgets, and are open to investing both in infrastructure and talent to accelerate their...

Andreea Munteanu
24 November 2023


Andreea Munteanu
22 November 2023

Canonical releases Charmed Kubeflow 1.8

Article AI

Canonical, the publisher of Ubuntu, announced today the general availability of Charmed Kubeflow 1.8. Charmed Kubeflow is an open source, end-to-end MLOps platform that enables professionals to easily develop and deploy AI/ML models. It runs on any cloud, including hybrid cloud or multi-cloud scenarios. This latest...

Andreea Munteanu
22 November 2023


Andreea Munteanu
5 October 2023

Learn about all things Kubeflow at Kubeflow Summit 2023

Article AI

The Kubeflow community is meeting again this year to celebrate their success, learn from their users and discuss some of the challenges of the open source world in the MLOps context. Kubeflow Summit 2023 will take place on October 6 2023, in a hybrid format.  Attendees can join in person at Irving Convention Center or

Andreea Munteanu
5 October 2023


Andreea Munteanu
4 October 2023

Charmed Kubeflow 1.8 Beta is here

Article AI

Have you heard the news? Charmed Kubeflow 1.8 is available in Beta. Kubeflow is the foundation of Canonical MLOps. The latest release brings improved capabilities to personalise different components of the platform, including the images that can be used in Notebooks. We are looking for data scientists, machine learning...

Andreea Munteanu
4 October 2023


Andreea Munteanu
28 September 2023

Meet Canonical at MLOps World 2023

Article AI

The AI Roadshow lands in the USA Date: 25-26 October 2023 Location: Renaissance Austin Hotel, Austin, Texas Book a meeting The Canonical AI Roadshow will soon cross the Atlantic and stop in Austin, Texas. We will be at MLOps World, as well as the Generative AI Summit, a co-located event. Machine learning operations...

Andreea Munteanu
28 September 2023


Canonical
6 September 2023

Canonical launches AI roadshow

Article AI

Series of events will highlight generative AI use cases powered by open source software London, UK. 6 September 2023. Canonical, the publisher of Ubuntu, is launching its first AI roadshow. The series of events and presentations will highlight how enterprises can make better use of their own data and make artificial...

Canonical
6 September 2023


Andreea Munteanu
30 August 2023

LLMs explained: how to build your own private ChatGPT

Article AI

Large language models (LLMs) are the topic of the year. They are as complex as they are exciting, and everyone can agree they put artificial intelligence in the spotlight. Once LLms were released to the public, the hype around them grew and so did their potential use cases – LLM-based chatbots being one of them.

Andreea Munteanu
30 August 2023


Andreea Munteanu
12 July 2023

Large language models (LLMs): what, why, how?

Article AI

Large language models (LLMs) are machine-learning models specialised in understanding natural language. They became famous once ChatGPT was widely adopted around the world, but they have applications beyond chatbots. LLMs are suitable to generate translations or content summaries. This blog will explain large language...

Andreea Munteanu
12 July 2023


Andreea Munteanu
23 June 2023

Kubeflow vs MLFlow: which one to choose?

Article AI

Data scientists and machine learning engineers are often looking for tools that could ease their work. Kubeflow and MLFlow are two of the most popular open-source tools in the machine learning operations (MLOps) space. They are often considered when kickstarting a new AI/ML initiative, so comparisons between them are...

Andreea Munteanu
23 June 2023


Andreea Munteanu
7 June 2023

Charmed MLFlow Beta is here. Try it out now!

Article AI

Canonical’s MLOps portfolio is growing with a new machine learning tool. Charmed MLFlow 2.1 is now available in Beta. MLFlow is a crucial component of the open-source MLOps ecosystem. The project announced it had passed 10 million monthly downloads at the end of 2022. With Charmed MLFlow users benefit from a platform...

Andreea Munteanu
7 June 2023


Andreea Munteanu
26 May 2023

How to secure your MLOps tooling?

Article AI

Timely patching with Ubuntu Pro for fully secured MLOps Generative AI projects like ChatGPT have motivated enterprises to rethink their AI strategy and make it a priority. In a report published by PwC, 72% of respondents said they were confident in the ROI of artificial intelligence. More than half of respondents also...

Andreea Munteanu
26 May 2023


Andreea Munteanu
18 May 2023

AI in the public sector: practical applications and use cases

Article AI

The public sector is investing heavily on artificial intelligence and machine learning initiatives. Deloitte AI Institute reported that 60% of government AI and data analytics investments aim to directly impact real-time operational decisions and outcomes by 2024. From automating redundant tasks to increasing the...

Andreea Munteanu
18 May 2023