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  • 2025-09-24 15:00
    Designing a new, robust, sustainable, and truly holistic approach to cybersecurity Talk to any cybersecurity expert or IT security manager, and they'll tell you they're sick of alerts and issues. For a while now, the industry has slowly been realizing that there's a better way to improve cybersecurity and resolve security issues in IT without taking on an issue-by-issue ‘whack-a-mole' approach.  In fact, I recently read an interesting article by the co-founder of Crash Override, Mark Curphey, regarding exactly this problem in cybersecurity. The piece highlights how our industry has long been stuck in an endless cycle of reactive threat-by-threat game of ‘whack-a-mole' that spends all its time on emergencies and nearly no time on the systemic issues that create them – resulting in people who are “drowning in issues and alert fatigue”. What's wrong with cybersecurity ‘whack-a-mole'? The main problem with the issue-by-issue or CVE-by-CVE approach is that it's inefficient, repetitive, and risky. After all, not all vulnerabilities are equal: some are severe and need instant action; others are minor but take major effort to patch. And that's without considering how tricky managing individual CVEs can be. Take for example CVE-2025-32462 ..
  • 2025-09-15 12:35
    Have you ever thought to yourself: "Wouldn't it be nice to run Jupyter Notebooks in my terminal?" Well, you're in luck. The new Erys project not only makes running Jupyter Notebooks in your terminal a reality, but Erys also lets you create and edit the notebooks in your terminal! Erys is written using the fantastic Textual package . While Textual handles the front-end in much the same way as your browser would normally do, the jupyter-client handles the backend, which executes your code and manages your kernel. Let's spend a few moments learning more about Erys and taking it for a test drive. Installation The recommended method of installing Erys is to use the uv package manager .  If you have uv installed, you can run the following command in your terminal to install the Erys application: $ uv tool install erys Erys also supports using pipx to install it, if you prefer. Once you have Erys installed, you can run it in your terminal by executing the erys command. Using Notebooks in Your Terminal When you run Erys, you will see something like the following in your terminal: This is an empty Jupyter Notebook. If you would prefer to open an existing notebook, you would run the following command: erys PATH_TO_NOTEBOOK ..
  • 2025-09-11 12:13
    How Vaultara achieved FedRAMP compliance with Ubuntu Pro Ubuntu Pro helps businesses worldwide to innovate and shape the future. In this edition of What our users make with Pro , we talk to Dave Monk , CTO of Vaultara , a FedRAMP approved data-sharing platform trusted by the US government. Dave shares how Ubuntu Pro became a cornerstone of Vaultara's security, compliance, and open-source ethos. Tell us about your project or business. I'm the CTO of Vaultara. We've built a secure data-sharing platform that helps clients and their partners exchange information across separate networks. Our solution is currently used by the US government, and we've achieved FedRAMP compliance – which is a major milestone for any technology company. Are you a part of the Ubuntu or broader open-source community? I've been using Ubuntu for close to 20 years. I started in a Windows environment but quickly gravitated toward Linux because of the openness and flexibility. I wouldn't call myself a programmer – more of a technologist – but I've built much of my career and our business around open source. We contribute by giving feedback to projects we use, pushing PRs for open-source libraries, and supporting the community ethos. For me, giving back ..
  • 2025-09-01 14:05
    La société suédoise entend ériger un centre de données souverain de 96 MW et 50 000 GPU. Il sera entièrement dédié à l'IA. Son ambition : proposer une alternative aux géants américains du secteur.
  • 2025-08-27 13:24
    In this episode, we have the honor of having Nicolas Rougier on our show. Nicolas is a researcher and team leader at the Institute of Neurodegenerative Diseases (Bordeaux, France). We discuss how Nicolas utilizes computational models and neural networks in his research on the brain. We also talk about Nicolas's history with Python, his work on Glumpy and VisPy , and much, much more! Links Nicolas's GitHub page Scientific Visualization: Python & Matplotlib , an open access book on scientific visualization. From Python to Numpy , an open access book on numerical computing Braincraft 100 Numpy Exercises is a collection of 100 numpy exercises, from easy to hard.
  • 2025-08-07 08:46
    Le secteur technologique mondial est en pleine effervescence autour de l'intelligence artificielle (IA) et du machine learning (ML).
  • 2025-07-27 11:16
    I love conferences. I enjoy everything about them - the nonstop stream of learning, the chance to see old friends and meet new ones, and just generally to be around a lot of interesting, smart, and fun people. And yes, as a trainer, I also enjoy getting a chance to teach - which is fun and exciting for me to do, and allows me to share what I've learned with the general Python community. Plus, it gives people a chance to see what my teaching style is like, and thus (if they want) sign up for my LernerPython site and/or for corporate training. Indeed, I just returned last week from Euro Python 2025 , held in Prague. This was my seventh time attending Euro Python, my seventh time presenting, and my second time volunteering. Which means that I'm now in the "in" crowd - I know many people, I'm familiar with how the conference works, and I (sadly) have too little time to speak with the people I know. But I remember all too well attending my first conferences, and feeling very different: I didn't know anyone, wasn't sure who to talk to (or about what, or where, or how), and generally felt a bit "out." And even after I did meet people, it took me a while to figure out what I should spend time over the 3-4 days of a conference. So, in ..
  • 2025-06-09 05:58
    Theodore Roosevelt is someone I have admired for a long time. I especially appreciate what has been coined the Man in the Arena  speech . A specific excerpt comes to mind after reading world news over the last twelve hours: “It is well if a large proportion of the leaders in any republic, in any democracy, are, as a matter of course, drawn from the classes represented in this audience to-day; but only provided that those classes possess the gifts of sympathy with plain people and of devotion to great ideals. You and those like you have received special advantages; you have all of you had the opportunity for mental training; many of you have had leisure; most of you have had a chance for enjoyment of life far greater than comes to the majority of your fellows. To you and your kind much has been given, and from you much should be expected. Yet there are certain failings against which it is especially incumbent that both men of trained and cultivated intellect, and men of inherited wealth and position should especially guard themselves, because to these failings they are especially liable; and if yielded to, their- your- chances of useful service are at an end. Let the man of learning, the man of lettered leisure, beware of that queer ..
  • 2025-04-23 14:01
    A la suite du milliardaire Peter Thiel, une partie du monde de la tech, qui joue un rôle majeur au sein de la nouvelle administration Trump, assume d'œuvrer à la défense des valeurs et intérêts des Etats-Unis dans le monde.
  • 2025-04-14 21:10
    For April 2025, we welcome Öykü Gümüş as our DSF member of the month! ⭐ Öykü Gümüş has been Django developer for many years. She has been DjangoCon Europe organizer in 2018 and Django Girls mentor in Istanbul for multiple years. She has been a DSF member since November 2019. You can learn more about Öykü by visiting Öykü's GitHub Profile . Let's spend some time getting to know Cory better! Can you tell us a little about yourself (hobbies, education, etc) Hi, I am Öykü, software engineer currently based in Germany. I studied Computer Engineering in Istanbul, and during my university years, I realised I really enjoy being part of tech communities such as Django Girls, PyLadies and etc.. And I have been trying to play an active role in such groups ever since! Apart from that, I like drawing, and currently trying to improve my illustration skills. In general, I enjoy learning new things. For example started learning cello after 25 years of age, and loving every minute of my attempts to play it. I also love cycling and hiking. Germany is offering so much in those areas and I am always looking for a chance to get on the road. How did you start using Django? During my university studies, I started working as a part time developer ..
  • 2025-04-08 08:17
    We are thrilled to announce the release of Charmed Kubeflow 1.10, Canonical's latest update to the widely-adopted open source MLOps platform. This release integrates significant improvements from the upstream Kubeflow 1.10 project, while also bringing a suite of additional capabilities targeted towards enterprise deployments. Charmed Kubeflow 1.10 empowers machine learning practitioners and teams to operationalize machine learning workflows more efficiently, securely, and seamlessly than ever. Highlights from upstream Kubeflow 1.10 Advanced hyperparameter tuning with Trainer 2.0 and Katib Kubeflow Trainer 2.0 introduces enhanced capabilities designed to simplify hyperparameter optimization. In combination with Katib, a new high-level API specifically supports hyperparameter tuning for large language models (LLMs), reducing manual intervention and accelerating fine-tuning workflows. Additionally, Katib now supports: Multiple parameter distribution types, including log-uniform, normal, and log-normal distributions. Push-based metrics collection mechanism, enhancing performance and simplifying administration. Improved scalability and flexibility in Kubeflow Pipelines Kubeflow Pipelines 2.4.1 includes key enhancements ..
  • 2025-04-02 12:08
    La crise provoquée par l'administration Trump peut-elle concrétiser l'idée d'un Nasdaq européen, évoquée depuis plusieurs années, mais jamais mise en œuvre ?
  • 2025-02-27 11:00
    Artificial Intelligence and Machine Learning (AI/ML) are increasingly driving change in telecommunications. Increased adoption is building organizational confidence in the positive impact that AI can bring, which in turn is leading business leaders to push for AI/ML to expand into new use cases. As such, AI/ML will play a key role in bringing new revenue streams to operators at the telco edge.  At Canonical, we work continuously with customers and partners alike to bring the benefits of edge AI to the telecommunications space. That's why we're excited to be at this year's Mobile World Congress (MWC) event in Barcelona. Canonical will showcase the impact of edge AI in three telco-focused demos. These demos will cover real-life applications for edge AI, and be demonstrated using cutting edge hardware from our partners. At our booth, we'll be demonstrating the pivotal role that open source infrastructure, such as Ubuntu and Canonical Kubernetes, continues to play in making edge AI monetization a reality. Our demos are practical and center on three practical edge AI use cases applicable to multiple industry verticals – read on to learn more about each one. Learn more about our demos The Canonical booth at MWC 2025 (Booth 2A90, ..
  • 2025-02-24 18:37
    Embedded World is just around the corner; 11 to 13 March.  Featuring:  1,129+ exhibitors 200+ hours of continuous learning 7 track agenda  80+ sessions and 16 classes Embedded World is the essential global gathering for the embedded community.  We invite you to visit Booth 4-160 in Hall 4 to discover how Canonical, the publisher of Ubuntu, can enhance your technology stack from cloud to devices with unparalleled security. Engage with the Canonical team on-site to get insights from our technical experts regarding your embedded Linux business.  Book a meeting with our experts Helping you reach CRA cybersecurity compliance  At Embedded World 2025, the Canonical team will be available to help you navigate the Cyber Resilience Act (CRA) requirements and ensure your Ubuntu-based devices meet compliance standards. As the CRA introduces new cybersecurity regulations impacting device design, deployment, and maintenance – from secure software development to long-term vulnerability management – understanding these changes is crucial.  Join us at our booth to learn how to: Unlock additional security updates, hardening profiles, and get up to 12 years of security maintenance with Ubuntu Pro for Devices , our enterprise ..
  • 2025-02-21 05:55
    Ne vous fiez pas à votre relevé de carrière : il comporte certainement des erreurs qui feront baisser le montant de votre pension. Voici comment toucher vos droits.
  • 2025-02-12 08:00
    Modern REST API Tutorial in Python 2025-02-12, by Dariusz Suchojad Great APIs don't win theoretical arguments - they just prefer to work reliably and to make developers' lives easier. Here's a tutorial on what building production APIs is really about: creating interfaces that are practical in usage, while keeping your systems maintainable for years to come. Sound intriguing? Read the modern REST API tutorial in Python here . More resources ➤ Python API integration tutorials ➤ What is a Network Packet Broker? How to automate networks in Python? ➤ What is an integration platform? ➤ Python Integration platform as a Service (iPaaS) ➤ What is an Enterprise Service Bus (ESB)? What is SOA? ➤ Open-source iPaaS in Python More blog posts ➤
  • 2025-01-23 22:20
    We are thrilled to announce that Djangonaut Space, a mentorship program, is open for applicants for our next cohort! 🚀 Djangonaut Space is holding a fourth session! This session will start on February 17th, 2025. We are currently accepting applications until January 29th, 2025 Anywhere on Earth . More details can be found in the website . Djangonaut Space is a free, 8-week group mentoring program where individuals will work self-paced in a semi-structured learning environment. It seeks to help members of the community who wish to level up their current Django code contributions and potentially take on leadership roles in Django in the future. “I'm so grateful to have been a part of the Djangonaut Space program. It's a wonderfully warm, diverse, and welcoming space, and the perfect place to get started with Django contributions. The community is full of bright, talented individuals who are making time to help and guide others, which is truly a joy to experience. Before Djangonaut Space, I felt as though I wasn't the kind of person who could become a Django contributor; now I feel like I found a place where I belong.” - Eliana, Djangonaut Session 1 Enthusiastic about contributing to Django but wondering what we have in store ..