Blog posts tagged
"MLOps"

89 posts

Hasmik Zmoyan
29 September 2023

Ubuntu AI podcast: Understanding MLOps and Observability

Article AI

Ubuntu AI podcast Welcome to Ubuntu AI podcast! From fun experiments to enterprise projects, AI became the center of attention when it comes to innovation, digital transformation and optimisatation. Open source technologies democratised access to state of the art machine learning tools and opened doors for everyone...

Hasmik Zmoyan
29 September 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

Hasmik Zmoyan
21 September 2023

Open source tooling at GITEX Global

Article AI

Innovate at speed with AI. Stay secure and compliant with Ubuntu Pro Date: 16-20 October 2023 Location: Dubai, UAE Booth: Booth B31, Hall 26, DevSlam Canonical is excited to attend GITEX Global 2023, the largest event in the Middle East. Generative AI, predictive analytics and multi-cloud environments are at the heart...

Hasmik Zmoyan
21 September 2023

Andreea Munteanu
14 September 2023

Meet us at World AI 2023

Article AI

The Canonical AI Roadshow has started. Meet us around the globe. Date: 11-12 October 2023 Location: Taets Art & Event Park, Amsterdam, Netherlands Booth: A24 The Canonical AI Roadshow is taking off. Generative AI, large language models (LLMs) and predictive analytics are shaping the future of technology. Experience the...

Andreea Munteanu
14 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
27 July 2023

Ubuntu AI podcast

Article AI

A podcast on open source, machine learning and levelling the playing field for data-driven innovation.  In a world where generative AI and large language models (LLMs) are the new hot topics, having conversations about machine learning, MLOps or open source is a real need. This is what we had in mind when we first thought

Andreea Munteanu
27 July 2023

Andreea Munteanu
16 July 2023

What does the future of AI hold in store?

Article AI

Eight trends to keep an eye on this Artificial Intelligence Appreciation Day On 16 July the world celebrates International Artificial Appreciation Day. In the previous century, science fiction often covered topics and inventions that are now closer to science fact, such as humanoid robots. In the 50s, artificial...

Andreea Munteanu
16 July 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
6 July 2023

ML Observability: what, why, how

Article AI

Note: This post is co-authored by Simon Aronsson, Senior Engineering Manager for Canonical Observability Stack. AI/ML is moving beyond the experimentation phase. This involves a shift in the way of operating because productising AI involves many sophisticated processes. Machine learning operations (MLOps) is a new...

Andreea Munteanu
6 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

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