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Articles by Sebastian
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8 Easy Ways to Run Your Jupyter Notebook in the Cloud (2023 Update)
8 Easy Ways to Run Your Jupyter Notebook in the Cloud (2023 Update)
Jupyter Notebooks are a widely popular tool among data scientists and researchers, allowing them to combine code…
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What are Large Language Models and How Do They Work?Apr 18, 2023
What are Large Language Models and How Do They Work?
What are Large Language Models? Large language models are a type of artificial intelligence (AI) model designed to…
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Top 11 ML Infrastructure ToolsOct 25, 2022
Top 11 ML Infrastructure Tools
Every data science & machine learning team needs infrastructure to work effectively. Choosing technical infrastructure…
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Saturn Cloud Enables Easy and Powerful NVIDIA GPU Computing For EveryoneOct 13, 2020
Saturn Cloud Enables Easy and Powerful NVIDIA GPU Computing For Everyone
NEW YORK, Oct. 13, 2020 /PRNewswire/ -- Today, Saturn Cloud, the GPU data science company, announces the launch of…
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Setting Up Your Data Science & Machine Learning Capability in PythonJul 21, 2020
Setting Up Your Data Science & Machine Learning Capability in Python
Why Python? Python is the clear winning programming language in data science & machine learning (DSML). With its rich…
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Should I use Dask?Jul 9, 2020
Should I use Dask?
What is Dask? From dask.org, “Dask is a flexible library for parallel computing in Python”.
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Activity
31K followers
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Sebastian Metti shared thisAI agents are powerful, but running them locally..? Bad idea. OpenClaw needs deep system access (files, shell, browser). Most people don't want that running on their laptop -- so they buy another laptop or try to spin up VPS. That's too much work though when you can just use well-governed cloud environments. Why deploy OpenClaw on Saturn Cloud instead? - it works right away - isolated environments - persistent deployment - access to hardware from AWS and Nebius - full access to the NVIDIA catalog of libraries https://lnkd.in/ekhThPT6 #openclaw #claude #ai #aiagents Saturn CloudHow to Deploy OpenClaw on Saturn Cloud | Saturn Cloud BlogHow to Deploy OpenClaw on Saturn Cloud | Saturn Cloud Blog
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Sebastian Metti reposted thisSebastian Metti reposted thisWe're at The Xcelerated Compute show today and tomorrow! Looking forward to seeing everyone there. 👋 DatacenterDynamics #Xcompute
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Sebastian Metti shared thisGTC keeps getting betterSebastian Metti shared thisFantastic evening at an invite-only GTC-week gathering, joining a curated group of AI and infrastructure leaders to discuss scaling the next generation of real-world AI. 🚀 The energy was electric, but the consensus was clear: we need more creative ways to manage the global GPU appetite. The standout concept for me? An “Airbnb” model for GPU networks from Ryan Ewing and his brother! Philip Engström’s images analysis is also very 😎! As we look to scale complex AI applications—especially in fields like precision medicine and multi-modal data integration—this kind of decentralized thinking could be the "missing link" to democratizing access to high-performance compute. Lastly, I had a great photo with Ryan Wang (NVIDIA)👍 Grateful to the organizers for such a brilliant, forward-thinking evening. #GTC2026 #AIInfrastructure #GPU #Biotech #Innovation #CloudCompute
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Sebastian Metti reposted thisSebastian Metti reposted thisWe are incredibly proud to join the NVIDIA AI Cloud Ready Initiative as a founding ISV partner — bringing k0rdent AI’s validated metal-to-model stack to NVIDIA Cloud Partners so neoclouds can stop wrestling with infrastructure and start running profitable AI cloud businesses. Partnerships like this don’t happen on paper. They’re built through the work, understanding what neoclouds genuinely need, and building something that reflects shared commitment to their success. That trust is what this announcement is built on, thanks Warren Barkley and the awesome DGX Cloud Team! Warren put it well: neoclouds have a choice. Build it themselves or get help from a partner. We’re proud to be that partner. #Neoclouds #NVIDIA #AIInfrastructure #k0rdentAI #NVIDIACloudPartners https://lnkd.in/g8RCAj2NMirantis Joins NVIDIA AI Cloud Ready Initiative as Founding ISV Partner, Bringing a Validated “Metal-to-Model” Stack to NVIDIA Cloud Partners | MirantisMirantis Joins NVIDIA AI Cloud Ready Initiative as Founding ISV Partner, Bringing a Validated “Metal-to-Model” Stack to NVIDIA Cloud Partners | Mirantis
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Sebastian Metti reposted thisSebastian Metti reposted this
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Sebastian Metti shared thisFull-stack AI cloud underway with Nebius! https://lnkd.in/eNQBSSCGNVIDIA and Nebius Partner to Scale Full-Stack AI CloudNVIDIA and Nebius Partner to Scale Full-Stack AI Cloud
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Sebastian Metti reposted thisSebastian Metti reposted thisThe best conversations at NVIDIA GTC don't always happen in a session hall. Neocloud execs, NCP leaders, sovereign AI operators, AI factory teams — we're hosting an invite-only cocktail night where infrastructure leaders can compare notes on what's actually working (and what isn't). No stage. No slides. Premium cocktails, a signature drink quiz, AI-generated caricatures, rooftop DJ, and limited-edition swag. 🗓️ Wednesday, March 18 | 7:00–10:00 PM 🎯 Downtown San Jose (location shared upon approval) 🌟 Hosted by Netris, Mirantis, and Saturn Cloud. Spots are limited. RSVP at: https://lnkd.in/gfDcimay #NVIDIAGTC #AIInfrastructure NVIDIA
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Sebastian Metti shared thisIf you're building in AI, you need to check out Crusoe during NVIDIA GTC. One of best GPU clouds today and a rapidly growing software stack + ecosystem! Also, a very fun group! cc Jerome Agnola #gpu #gtc #nvidiaSebastian Metti shared thisSee you at NVIDIA GTC 2026 ? I'll be onsite from Sunday onwards. Check our Crusoe Happy Hour: AI builders only. No selling, no pitches. Straight insights from builder to builder. https://lnkd.in/gWxZn8EN
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Sebastian Metti shared thisAre you going to GTC? Here's an event that you need to know about AI Executive Salon with some of the smartest folks in tech right now #gtc #nvidia #aiSebastian Metti shared this🍸 In San Jose for NVIDIA GTC 2026? Join us for an invite-only AI Executive Salon, a cocktail party for leaders building and scaling AI infrastructure in the real world, hosted by Mirantis, Netris, and Saturn Cloud. This curated GTC-week evening brings together execs, platform leads, and AI and infrastructure decision-makers for meaningful, peer-level conversations. No presentations, no pitches. Just premium cocktails, great food, and high-signal discussions with people tackling the same production AI challenges. 📍 Loft Bar & Bistro ����️ March 18 (Wed), 2026 | 7:00–10:00 PM 🚶 10-minute walk from the San Jose Convention Center We’ll also have a few thoughtful surprises throughout the night, including a limited-edition goodie bag while supplies last. Spots are limited. Reserve yours in advance! https://buff.ly/1jNXSNf
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Sebastian Metti reacted on thisSebastian Metti reacted on this🌟🌟 Metaflow reached 10,000 stars on GitHub! 🌟🌟 Surely cool AI projects get to 10k stars in a week these days, but if you believe in the Lindy Law, you can be confident that Metaflow is going to be around for longer than a week too 🤗 (btw, the visualization below shows the actual distribution of stargazers over time. Calling out folks in Africa to join the community in particular and help balance the distribution! 🌍 )
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Sebastian Metti liked thisSebastian Metti liked thisAnother fruitful KubeCon — this time in Amsterdam! I had a wonderful time presenting across 𝗳𝗼𝘂𝗿 𝘀𝗲𝘀𝘀𝗶𝗼𝗻𝘀: - Opening remarks for Cloud Native AI Day - KServe project lightning session - Kubernetes (Official) AI Conformance Program updates - Cloud Native Computing Foundation (CNCF) TAG Workloads Foundation updates Slides (and recordings soon) are available here: https://lnkd.in/e5Q33Avq It was also great to attend the 𝗠𝗮𝗶𝗻𝘁𝗮𝗶𝗻𝗲𝗿 𝗦𝘂𝗺𝗺𝗶𝘁 for the first time and finally be part of the group photo! Beyond the sessions, I had the opportunity to connect with partners and collaborators across many organizations and hear valuable 𝗲𝗻𝗱-𝘂𝘀𝗲𝗿 𝘀𝘁𝗼𝗿𝗶𝗲𝘀. These conversations always provide important insights and inspiration for what’s next. In case you missed it, 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀 𝗔𝗜 conformance was highlighted again on the keynote stage. Check out the announcement from CNCF: https://lnkd.in/ee-BtuRq It was also fantastic to see the 𝗞𝗦𝗲𝗿𝘃𝗲 𝗯𝗼𝗼𝘁𝗵 buzzing with community members. The energy from the community continues to grow every KubeCon. Already looking forward to the next one!
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Sebastian Metti reacted on thisSebastian Metti reacted on thisMost enterprises think they’ve adopted AI. They haven’t. They’ve just added GPUs to existing cloud. That’s not AI infrastructure. It's legacy thinking with better hardware.
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Sebastian Metti reacted on thisSebastian Metti reacted on thisExcited to share this news of the expansion of our eco-system. #Neoclouds have a choice. Build it themselves or get help from a partner. Thanks Richard Borenstein, Shaun O'Meara for the hard work to make this happen.
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Sebastian Metti reacted on thisKAI Scheduler is now a Cloud Native Computing Foundation (CNCF) Sandbox project 🎉 Huge kudos to the team for making this happen. Check out the roadmap: https://lnkd.in/dtE6TrrySebastian Metti reacted on thisWow, what a week at KubeCon! 🚀 It’s actually wild to think that just one year ago in London, we were open-sourcing the KAI scheduler. Coming back this year as Cloud Native Computing Foundation (CNCF) Sandbox project maintainers felt like such a huge milestone - and a whole new level of "wow." Maintainer Day was easily a highlight. There’s something so different about finally grabbing a coffee and chatting in person with the same people you’ve only seen on a screen for months. Between the deep-dive roadmap discussions and meeting brilliant minds from across the ecosystem, the energy was🔥 What really hit home for me, though, was seeing how KAI is actually being used. Hearing users talk through their stacks and how they’re planning to build on top of our work was incredibly rewarding. Between those chats and catching up with our partners, we’ve walked away with enough feedback and ideas to keep us very busy until the next KubeCon! Speaking of being busy... we recently published our high-level roadmap for 2026, and we’re wide open for new contributors and users with new ideas to help shape what’s next in AI workload scheduling. Check out what we are up to (see comments for the link) and jump in! Huge thanks to everyone who made this week so memorable. See you at the next one! ☁️✨
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Sebastian Metti liked thisSebastian Metti liked this🎤 𝗦𝗹𝗶𝗱𝗲𝘀 𝗮𝗿𝗲 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲! At #KubeCon Europe 2026 in Amsterdam, I had the pleasure of joining Stephen Rust, Kante Yin, and Marlow Warnicke for our session: 𝘌𝘹𝘱𝘭𝘰𝘳𝘦 𝘛𝘈𝘎 𝘞𝘰𝘳𝘬𝘭𝘰𝘢𝘥𝘴 𝘍𝘰𝘶𝘯𝘥𝘢𝘵𝘪𝘰𝘯: 𝘈𝘥𝘷𝘢𝘯𝘤𝘪𝘯𝘨 𝘊𝘭𝘰𝘶𝘥 𝘕𝘢𝘵𝘪𝘷𝘦 𝘌𝘹𝘦𝘤𝘶𝘵𝘪𝘰𝘯 𝘍𝘳𝘰𝘮 𝘊𝘰𝘳𝘦 𝘙𝘶𝘯𝘵𝘪𝘮𝘦 𝘛𝘰 𝘈𝘱𝘱𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯𝘴 The 𝗖𝗡𝗖𝗙 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗔𝗱𝘃𝗶𝘀𝗼𝗿𝘆 𝗚𝗿𝗼𝘂𝗽𝘀 (TAGs) play a vital role in shaping the future of cloud native. We’re excited to share updates from the 𝗧𝗔𝗚 𝗪𝗼𝗿𝗸𝗹𝗼𝗮𝗱𝘀 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻. We presented the mission, scope, and early initiatives of our TAG, focused on defining and advancing practices and standards for cloud native workload execution environments and lifecycle management. We also discussed how community members can get involved. 📑 Slides (link to recording will also be available soon): https://lnkd.in/edC3aQ_C Join us to help shape the next phase of cloud native maturity, from fundamental runtime environments to future-forward workload patterns.
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Eran Tapan
3K followers
Digital Transformation and the Future of 5G Countries that successfully implement digital transformation will emerge as the leaders of the future. Those that fail to keep pace will fall behind in the global race. As we talk about technology, artificial intelligence, and digital transformation, 5G stands at the core of this infrastructure. We’ve conducted a brief analysis of what 5G brings, what it entails, and the associated risks. I hope you find this insight valuable. Considering that Turkey will transition to 5G in April 2026, it’s important to recognize that this delayed adoption also offers certain advantages. By analyzing the challenges other countries faced during their 5G rollout—and how they resolved them, or why some failed to do so—we can learn valuable lessons. For instance, the European experience of insufficient base station deployment in rural areas, leading to a growing digital divide and unequal income distribution, or China’s success in public-private collaboration for cybersecurity, provide us with crucial insights. Evaluating both success stories and challenges is essential. This is the advantage of a later entry into the 5G era. https://lnkd.in/dB6kX8Ad #5G #digitaltransformation #artificialintelligence #technology #ai #navbea #ideproje #erantapan
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Eran Tapan
3K followers
When addressing the issue of employment in Turkey, it is essential to create a holistic ecosystem where all elements are interconnected, and to implement various measures simultaneously across different sectors and fields. In this context, addressing everything from the education system to women’s employment, from the informal economy to youth unemployment, is crucial. The solution lies not only in diagnosing these problems but also in having qualified and visionary personnel in governance and implementing stable, long-term strategies. It’s also important to study global success stories and adapt them to our own conditions. However, changing the existing system and making this change permanent is key. In this regard, a stable approach, aligning the education system with economic needs, and emphasizing vocational training and technological advancements are vital. #unemployment, #economy, #digitaltransformation, #arrificialintelligence, #technology, #sustainableconomy, #greenenergy #education https://lnkd.in/drbXAbcZ
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Benjamin Erkan Guntore
Teknokratlar Derneği • 9K followers
Emre Kaplaner , Oncel Ozgul and Fikri San Koktas founded, US-based Patientdesk.ai (YC W26) raised $1 million in a pre-seed round led by Y Combinator. e2vc also participated in the round. The startup is developing voice-based artificial intelligence health technologies. 🥂👏🏻👏🏻👏🏻🇹🇷🧿🇺🇸
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Günce Önür
Startup Wise Guys • 25K followers
We are pleased to welcome two distinguished speakers to our EnterInvest - Investment Readiness Program this week🙌 Aylin Girgin Özbiliş - Vinci Venture Capital Aylin will share her expertise from the corporate VC perspective, covering how corporates structure their venture arms, assess strategic investments, and collaborate with startups for long-term value creation. Oktay Namver - Arz Portföy Extensive hands-on experience in GSYF structures and portfolio management, Oktay will deliver practical insights into fund mechanics, investment evaluation processes, and what institutional investors look for in investment-ready startups. This session will help founders understand the differences between Corporate VC and traditional venture investing and how professional funds evaluate startups before investing🙏 #EnterInvest #InvestmentReadiness #VentureCapital #CorporateVC #GSYF #PortfolioManagement #StartupInvesting
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Serhat Pala
NuFund Venture Group • 19K followers
Recently, I watched a talk by Aydin Senkut, founder of Felicis Ventures, called “Don’t Let People Put You in a Box” — and I believe it’s a masterclass every early-stage investor, especially those focused on pre-seed and seed, should watch. While at first glance it seems like a motivational speech about personal grit (and it is!), if you listen carefully, Senkut drops pure gold about how to find, screen, and invest in exceptional startups — and why mindset and market fit matter as much as metrics. 1️⃣ Start with the Market — Everything else can be great, but if the market’s not big or growing, it won’t matter. 2️⃣ 10x or Bust — The product needs to be 10x better, faster, or cheaper (ideally all three). 3️⃣ Bet on Resilience — Founders who turn rejection into jet fuel always stand out. 4️⃣ Speed & Focus Beat Brilliance — Small wins, compounding fast > scattered genius. 5️⃣ Great Storytellers Win — If they can’t inspire, they won’t recruit or sell. This talk reminded me why founder mindset and market selection are still the two biggest levers we have as early-stage investors. #investmentthesis #venturefund #emergingfund #earlystageinvesting https://lnkd.in/dKhk23r6
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Nisa Leung
Aulis Capital • 15K followers
In a rapidly evolving healthcare landscape, experience-centered AI is poised to drive the next wave of innovation. Unlike incremental point solutions that address isolated inefficiencies, this approach integrates AI seamlessly across all touchpoints - creating a cohesive, patient-centric system. By focusing on outcomes, not just outputs, experience-centered AI empowers both patients and healthcare providers, improving communication, trust, and health outcomes. With tools designed to reduce administrative burdens and personalize care, this paradigm shift promises more affordable, efficient, and empathetic healthcare. The key to success will be fostering trust through responsible, transparent AI development that protects privacy and mitigates bias. #AIinHealthcare #PatientExperience #Healthcare #DigitalHealth #AI https://lnkd.in/gey7mU2i
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Naomi Fried, Ph.D.
PharmStars Ventures • 7K followers
It was a fabulous conversation at the LSX conference on Tuesday on the panel moderated by John Lynn! I was joined by Morten Sogaard, Ozlem Arisoy, PhD and Emre Ozcan, to discuss the #AI transformation happening in #pharma. I shared some #data collected from our survey of PharmStars' "Pharma Innovation Leader" community regarding AI adoption. Here is what they said: 🎯 50% of pharma report they have fully adopted #GenAI and 43% are planning on it 🎯 When it comes to adopting #AgenticAI, it will take: ⏳ 6-12 months for 60% of the pharmas ⏳ 1-2 years for 25% of the pharmas ⏳ 2-4 years for 17% of the pharmas 🎯 The top pharma use cases were #1 Real time data analysis during clinical trials (83%) #2 Personalized patient monitoring (75%) #3 Clinical trial simulation (67%) 👎 But there are some barriers to AI adoption in pharma, the top 4 reported are: X data security and privacy X interpretation of decisions X unintended consequences X ethical concerns, including bias But cost and lack of emotional intelligence were ranked very low as a concern!😃 Thanks, LSX and Nadia Moodie, for giving me an opportunity to share these important learnings with the #pharmatech community!
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Evinova
13K followers
This year has marked a significant shift in the life sciences industry, with many companies rapidly embracing digital technologies and AI to accelerate clinical development and deliver improved patient outcomes. At the intersection of cutting-edge technologies and healthcare, Evinova's Gizem Demircioglu, Director of Digital Health Strategy, will join a lineup of experts at #NYTechWeek. Alongside healthcare innovators and VCs, Gizem will discuss how artificial intelligence and digital technologies, including Evinova's AI-enabled clinical development platform, are reshaping the health and med tech landscapes today and in the future. #NYTechWeek #MedTech #clinicaltrials #digitalinnovation
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Cenk Bayrakdar
9K followers
It was a pleasure to attend startups.watch’s quarterly Turkish startup ecosystem event at İTÜ ARI Teknokent - Magnet and present Revo Capital's investment strategy with the launch of our Fund III, which will support over 25 Turkish and Turkish diaspora startups from pre-seed to Series A stages over the next five years—reaffirming our commitment to Türkiye’s thriving startup landscape. Over the past four years, more than 1,450 startups in Türkiye have secured seed funding, yet only 130 advanced to Series A —an indication that the ecosystem is at a critical juncture. Looking ahead, we anticipate a surge in Series A and B funding rounds with continued international investor interest in Türkiye. At Revo Capital, we will continue to invest in globally-minded founders who maintain critical R&D operations in Türkiye—an approach that will strengthen technology exports, attract foreign investment, and create new job opportunities as these companies expand regionally and globally.
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Andrea Acciarri
PwC • 5K followers
I just finished The Coming Wave by Mustafa Suleyman. A must read. The wave is not just GenAI. Biotech is coming just as fast. When they collide, the impact will be bigger than anything we’ve seen in technology before. The benefits? Revolutionary. The risks? Equally so. Pretending we can focus on one without the other is delusion. And here’s the uncomfortable truth: security and controls are not nice-to-haves. They are the deciding factor. They will determine whether this wave propels us forward, or crashes over us.
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