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  1. Blog
  2. Andreea Munteanu
Andreea Munteanu

Andreea Munteanu

75 posts

Andreea Munteanu
18 July 2024

Let’s meet at AI4 and talk about open source and AI tooling

AI Article

Date: 12 – 14 August 2024 Booth: 426 Autumn is a season full of events for the AI/ML industry. We are starting early this year, before the summer ends, and will be in Las Vegas to attend AI4 2024. This is North America’s largest industry event, and it attracts some of the biggest names in ...

Andreea Munteanu
11 July 2024

Charmed Kubeflow 1.9 Beta is here: try it out

AI Article

After releasing a new version of Ubuntu every six months for 20 years, it’s safe to say that we like keeping our traditions. Another of those traditions is our commitment to giving our Kubeflow users early access to the latest version – and that promise still stands. Kubeflow 1.9 is about to go out in ...

Andreea Munteanu
17 June 2024

Top 5 reasons to use Ubuntu for your AI/ML projects

AI Article

For 20 years, Ubuntu has been at the cutting edge of technology. Pioneers looking to innovate new technologies and ideas choose Ubuntu as the medium to do it, whether they’re building devices for space, deploying a fleet of robots or building up financial infrastructure.  The rise of machine learning is no exception and has encouraged ...

Andreea Munteanu
13 June 2024

Solving newcomer data science challenges with Canonical’s Data Science Stack – now in beta

AI Article

Data science is one of the most exciting topics of the last century. With its utility in industries of all kinds, it’s easy to see why it has been rated as one of the top 20 fast-growing occupations in the US, according to the Bureau of Labour Statistics.  However, entering this fast-growing space isn’t’ easy: ...

Andreea Munteanu
2 June 2024

Deploy GenAI applications with Canonical’s  Charmed Kubeflow and NVIDIA NIM

AI Article

It’s been over two years since generative AI (GenAI) took off with the launch of ChatGPT. From that moment on, a variety of applications, models and libraries were launched to address market needs and simplify enterprise activity. As Deloitte observes in its State of Generative AI Q2 2024 report, organisations are now at a stage ...

Andreea Munteanu
10 May 2024

An overview of machine learning security risks

AI Article

Data is at the heart of all machine learning (ML) initiatives – and bad actors know it. As AI continues to occupy the limelight of modern tech discourse, ML systems are becoming increasingly attractive targets for attack. With the Identity Theft Resource Center reporting a 72% spike in data breaches in 2023, it’s critical to ...

Andreea Munteanu
17 April 2024

What is MLflow?

AI Article

MLflow is an open source platform, used for managing machine learning workflows. It was launched back in 2018 and has grown in popularity ever since, reaching 10 million users in November 2022. AI enthusiasts and professionals have struggled with experiment tracking, model management and code reproducibility, so when MLflow was launched, ...

Andreea Munteanu
22 March 2024

A deep dive into Kubeflow pipelines 

AI Article

Widely adopted by both developers and organisations, Kubeflow is an MLOps platform that runs on Kubernetes and automates machine learning (ML) workloads. It covers the entire ML lifecycle, enabling data scientists and machine learning engineers to develop and deploy ML models. Kubeflow is designed as a suite of leading open source project ...

Andreea Munteanu
5 March 2024

PostgreSQL for AI applications

AI Article

If you’re working with AI, you’re working with data.  From numerical data to videos or images, regardless of your industry or use case, every AI project depends on data in some form. The question is: how can you efficiently store that data and use it when building your models? One answer is PostgreSQL, a proven ...

Andreea Munteanu
19 February 2024

Edge AI: what, why and how with open source

Ubuntu Article

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 into the topic, capt ...

Andreea Munteanu
30 January 2024

AI on-prem: what should you know?

Cloud and server Article

Organisations are reshaping their digital strategies, and AI is at the heart of these changes, with many projects now ready to run in production. Enterprises often start these AI projects on the public cloud because of the ability to minimise the hardware burden. However, as initiatives scale, organisations often look to migrate the workl ...

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