Blog posts tagged
"AIML"

41 posts

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

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
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
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

Tytus Kurek
26 April 2023

ChatGPT uncertain about the future of cloud computing

Article Cloud and server

ChatGPT has been the talk of the town for more than four months now. As the first ever artificial intelligence (AI) -powered chatbot, it has quickly gained immense popularity, helping students, engineers and even executives generate content, write and debug code and run market analyses. But could ChatGPT be used for...

Tytus Kurek
26 April 2023

Andreea Munteanu
10 April 2023

Open source MLOps at Kubecon with Canonical

Article AI

Date: 17-21 April 2023 Location: Amsterdam  Booth: P15 In just a few weeks, Kubecon will be held at RAI Convention Center, in Amsterdam, the Netherlands. After a bunch of news from the industry around AI projects, such as GPT4 or MidJourney4, Canonical is also ready to bring open source into the landscape. Among the attendees,

Andreea Munteanu
10 April 2023

Canonical
29 March 2023

Charmed Kubeflow 1.7 is now available

Article AI

Run serverless ML workloads. Optimise models for deep learning. Expand your data science tooling.  Canonical, the publisher of Ubuntu, announced today the general availability of Charmed Kubeflow 1.7. Charmed Kubeflow is an open-source, end-to-end MLOps platform that can run on any cloud, including hybrid cloud or...

Canonical
29 March 2023

Andreea Munteanu
8 March 2023

Charmed Kubeflow 1.7 Beta is here. Try it now!

Article AI

Canonical is happy to announce that Charmed Kubeflow 1.7 is now available in Beta. Kubeflow is a foundational part of the MLOps ecosystem that has been evolving over the years. With Charmed Kubeflow 1.7, users benefit from the ability to run serverless workloads and perform model inference regardless of the machine...

Andreea Munteanu
8 March 2023

Andreea Munteanu
3 March 2023

Top 5 MLOps challenges

Article AI

After ChatGPT took off, the AI/ML market suddenly became attractive to everyone. But is it that easy to kickstart a project? More importantly, what do you need to scale an AI initiative? MLOps or machine learning operations is the answer when it comes to automating machine learning workflows. Adopting MLOps is like...

Andreea Munteanu
3 March 2023

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