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OverviewThis project implements an AI-powered system for banking relationship managers to identify suitable customers for personalized product recommendations. The system uses natural language processing to match customer profiles with specific queries, moving beyond traditional rule-based targeting to a more nuanced approach.Features Natural language query interface for finding similar customers Semantic search using sentence transformers MLflow integration for model versioning and deployment Interactive demo interface Comprehensive customer profile analysis Support for filtering based on credit scores and other metricsAI Studio Benefits for Banking ProjectsCustom workspace configuration allows tailoring resources to specific banking model needs Connect to multiple data stores across local and cloud networks, essential for accessing sensitive banking data from different secure sources Local computation capabilities support processing large financial datasets without network vulnerabil
This is an example of AI Studio project for predicting Crypto prices. This tool creates a "what-if" scenario showing how stock and cryptocurrency prices might behave over time. Think of it like a weather forecast, but for financial markets. Instead of using real market data, it creates realistic fictional price movements based on mathematical models.Steps to get it running in AI Studio:Copy (git clone) the code to your local machine: Open AI Studio, create New Project or add a Worksp[ace to an existing Project. Drag and drop the Notebook and requirements.txt to the Workspace Install the requirements (from AIS Terminal) Run the Notebook!git repo: https://github.com/HPInc/aistudio-samples/tree/main/hackathon-sample-projects/Stocks-cryptoStep by step Walkthrough:https://vimeo.com/1076094469?share=copy
This is an example of AI Studio project for predicting Crypto prices. This tool creates a "what-if" scenario showing how stock and cryptocurrency prices might behave over time. Think of it like a weather forecast, but for financial markets. Instead of using real market data, it creates realistic fictional price movements based on mathematical models.Steps to get it running in AI Studio:Copy (git clone) the code to your local machine: Open AI Studio, create New Project or add a Worksp[ace to an existing Project. Drag and drop the Notebook and requirements.txt to the Workspace Install the requirements (from AIS Terminal) Run the Notebook!git repo: https://github.com/HPInc/aistudio-samples/tree/main/hackathon-sample-projects/Stocks-crypto
This video reviews the process of creating a html based UI in HP AI Studio.This project demonstrates how to build, deploy, and interact with a machine learning model using MLflow. It provides recommendations for Netflix content based on user queries.Key features:A Python model that finds Netflix content using semantic similarity MLflow for model packaging and deployment Simple HTML interface for users to interact with the model📎Github Project Files
This video reviews the process of creating a workspace in HP AI Studio.
Explore how AI Studio enables fast, visual, and data-rich insurance portfolio analysis using this ready-to-run notebook. The demo walks through generating synthetic policy data, analyzing risk exposure, and visualizing results—all in one workspace. 📎 View the project on GitHub
Be 10x faster without compromising on security: Tired of Docker complexity slowing down your AI projects? HP AI Studio transforms container creation from a frustrating 2-hour debugging marathon to a seamless 1-minute solution. No Dockerfile writing required. Simply name your workflow, add custom packages, and build your container. Designed specifically for data scientists and AI engineers to build secure, reproducible development environments and accelerate innovation.
In this hands-on demo, we'll showcase the full power of DeepSeek's Janus text-to-image model by accessing idle NVIDIA GPUs with HP Z Boost.We'll demonstrate running Janus locally on a standard laptop, seamlessly connecting to remote GPUs using HP Z Boost, and conducting real-time performance comparisons, including inference speed, image quality, and GPU utilization. This session is perfect for data scientists, ML engineers, and AI enthusiasts who need to scale up their computational resources without modifying the model’s code.You'll gain a deeper understanding of:How to run Janus locally and access idle GPUs with HP Z Boost Side-by-side performance metrics showing improvement in speed and quality How to optimize your AI workflows for enhanced efficiencyJoin us to learn how to supercharge your workflows. Space is limited - register now to secure your spot!
Ready to experiment with state-of-the-art model families like DeepSeek, Llama and Mistral, but organizational hurdles keep slowing your down?HP AI Studio simplifies AI development with 1-click containerization, creating secure, reproducible environments in seconds. No more spending hours configuring infrastructure—just launch, develop, and deploy with confidence.Join Curtis Burkhalter, HP Product Manager, for a live webinar where we’ll walk through the entire process, from initial setup to advanced implementation.You’ll see how to:Quickly containerize AI projects without complex configurations Ensure data privacy compliance while experimenting with the latest models Save valuable development time with streamlined workflows Event Details:📅 Date: March 7, 2025⏰ Time: 9:00 - 9:30 AM PT🎤 Speaker: Curtis Burkhalter, HP Product Manager Register Here!
AI, rendering, and data-heavy workflows demand serious GPU power—but not every workstation needs a high-end setup 24/7. Z by HP Boost offers a smarter way to share GPUs across your network, so teams can tap into high-performance hardware whenever they need it.Whether you're an AI developer fine-tuning large language models, an architect using Stable Diffusion for design ideation, or a data scientist running complex simulations, this solution provides remote access to idle GPUs—turning a standard PC or laptop into a GPU-accelerated powerhouse.Scale resources efficiently—no need to equip every workstation with top-tier GPUs. Reduce cloud costs & keep data secure—run AI workloads locally without unpredictable expenses. Boost collaboration—multiple users can share available GPU power for faster processing.From NVIDIA RTX™ 2000 Ada to RTX 6000 Ada, Z by HP Boost helps you maximize performance without overhauling your entire setup.🔗 Check out the Develop3D 2025 Workstation Special Repor
Organizations developing AI often grapple with costly inefficiencies, underutilized GPU resources, and slower development cycles. Z by HP Boost is here to change the game.Join Hunter Kempf, Z by HP AI Software Solutions Architect, and Ruchi Bhatia, Product Marketing Manager, for an exclusive webinar. Through a live demonstration featuring Stable Diffusion, you'll see how Z by HP Boost redefines AI development with optimized GPU utilization and reduced processing times.📅 Date: January 30th⏰ Time: 9am PT - 10am PTWhat’s in it for you?Unlock idle GPU resources across your network effortlessly Experience real-time inference with remote GPU access Dive into a simple setup process for immediate deployment See dynamic GPU scaling in action for smarter resource managementDon’t miss this opportunity to transform your AI workflows!👉 Register now - https://reinvent.hp.com/Boost-Jan-30
Traditional satellite imagery analysis can be slow and inefficient, relying on complex workflows and multiple tools. Z by HP AI Studio changes the game, reducing processing time from days to hours in a single integrated platform.Join us to discover how Z by HP AI Studio streamlines satellite data analysis into a single, integrated environment—reducing setup and processing time from days to hours.HP Product Marketing Manager Ruchi Bhatia, and Ayon Roy, Z by HP Global Data Science Ambassador will demonstrate how AI Studio accelerates deep learning workflows for geospatial analysis, from building detection to land use/land cover (LULC) classification and landslide mapping.📅 Date: January 17th, 2025🕒 Time: 9:00AM PST👉 Register now: https://reinvent.hp.com/AI-Studio-Jan-17
Z by HP AI Studio One platform to connect people, data, tools, and compute to accelerate AI and data science model development. A centralized data science platform bringing data, people, and compute together. Get fast and easy access to tools, templates, and models to collaborate on AI, machine learning, and data science on-prem projects, while spending less time on operational tasks. Deploy Projects Faster - Spend more time working with data models, AI tools, and visualizations, and less time on operational tasks. With AI Studio, you can configure, connect, and share local and remote objects at noticeable speed. Collaborate with Ease - Easily access and share data, templates, and experiments with your team. Smart, user-friendly features help you create, compare, and reuse components, exchange outputs and insights, and gather feedback to move your projects forward. Work Your Way—Online or Offline, Anytime - Tap into the right compute for your AI and data science workflows. AI Studi
We’re currently are using a Z840 with an NVIDIA 4090 board for our ML development in-house. I know that the 4090 will work with BOOST, but will the Z840?As the title says, it’s not really clear what a “Z by HP workstation” is. A comprehensive list of workstations that can do the job would be really nice to have.
Robert Luciani with The AI Framework discovered that using low-rank adaptation and quantization it is possible to fine-tune LLMs on Z by HP workstations. To validate this, Robert used Hugging Face’s State-of-the-art Parameter-Efficient Fine-Tuning (PEFT) method.
Join our Nov 15th webinar to see how Z by HP AI Studio and NVIDIA NGC streamline AI development.Learn how to:🔹 Access GPU-optimized models🔹 Jumpstart projects with preconfigured tools🔹 Streamline workflows with easeJoin Product Managers, Rick Gosalvez (HP), Software Architect, Emila Grant (She/Her) (HP) and Shokoufeh Monjezi Kouchak (NVIDIA) as they walk through these game-changing tools. Register now! https://bit.ly/4elBe6u
A recent survey showed that 86% of CEOs saw AI as a key part of business operations. Its rapid rise in customer-facing roles and its ability to enhance efficiency across various industries made it a top priority for many leaders. While there are plenty of exciting opportunities, there were also challenges to navigate when it came to implementing these new strategies.In a recent fireside chat, Sama Bali, Senior Product Marketing Manager at NVIDIA, chatted with Alex Klug, Senior Manager of Data Science & AI Product Management at HP. They talked about the current state of generative AI in businesses, the essential role of workstations for data science teams, and took a closer look at Z by HP’s software solutions powered by NVIDIA graphics. You can catch the full discussion: https://www.brighttalk.com/webcast/20544/628829
Z by HP Boost lets data scientists and AI developers tap into the power of idle GPUs in workstations, speeding up AI development cycles and making the most of your resources.If you have suggestions to make Z by HP Boost even better, we’d love to hear from you! 🎉 Share your thoughts in the Z by HP Boost Ideas Portal 👉 Submit your ideas.Your input really matters and helps us create something awesome together! 🚀
AI Studio is designed for data scientists and AI professionals, offering seamless integration with popular AI frameworks and robust collaboration features. With its user-friendly interface, you can quickly build, train, and deploy machine learning models.Have suggestions to enhance AI Studio? 🎉 We’d love to hear them! Share your thoughts in the AI Studio Ideas Portal 👉 Submit your ideas.Your feedback plays a key role in making AI Studio even better. Let’s build something great together!
Discover how Z by HP Boost puts the power of composable computing in the hands of AI and ML professionals, offering GPU resources that adjust seamlessly to your workflow.Z by HP Boost allows you to dynamically manage GPU power, scaling up or down based on your needs. Whether you're training intricate models, running demanding simulations, or working on data-heavy projects, this flexible architecture ensures you get the right compute power, exactly when you need it.Why should your compute stay the same when every workflow is different?With Z by HP Boost, we're not just enhancing productivity—we’re reshaping how AI and ML workflows are optimized.Interested in transforming your workflow? Join our Early Access Program and be part of the journey. Your insights will help shape the future of this product. Sign up for the waitlist today!Register here for the Z by HP Boost Early Access Program By providing on-demand access to high-performance workstation GPUs, it allows firms to efficiently ma
Z by HP Boost delivers instance access to idle GPU resources, giving your data science teams a performance boost that accelerates their AI workflows. Join us on October 4th for an exclusive webinar to discover how Z by HP Boost can supercharge your on-prem compute. Don’t miss out—reserve your spot today!📅 Date: October 4th🕒 Time: 9AM PT/12PM ET🔗 Register here: https://bit.ly/ZbyHPBoostWebinar Find more information at https://hp.com/boost
Announced at #HPImagine, Z by HP Boost enables remote GPU sharing between devices and host workstations, turning idle GPUs into powerful, on-demand resources that deliver performance precisely when it’s needed most.Boost Your Team’s ImpactProvide remote access to GPUs in workstations you own and turn PCs into powerhouse devices. Deliver power for teams to iterate quickly, improve model development, and deliver AI solutions effectively.Remote GPU Access. Anytime Productivity.Empower teams to tackle complex AI workflows from nearly anywhere. With remote GPU access, teams can train AI models on their own devices without compromising on compute.Unlock Idle ResourcesGrant access to single or multiple GPUs within your Z by HP workstations and give individuals access to compute when needed or free it up for others when they don’t. Harness the full potential of your GPUs today and in the future.Secure Data ProtectionBacked by a leader in security, Z by HP ensures protocols are in place to prot
Hi DS Community! Reminder that there's less than 24 hours until the next AI Studio webinar event.ready to collaborate and hear questions. The team will have subject matter experts and experience managers ready to field questions and ideas. If you're not already using AI Studio but are interested in trying it out for yourself, you can contact the team after the event to get you onboarded. Can't wait to see you there!https://bit.ly/3MFISxkRegister Today!
Ready to dive into the future of AI workflow? Join us for "Skip the Cloud: Train AI models using local resources with AI Studio"! This engaging webinar will give you the lowdown on Z by HP’s latest AI tool that’s set to transform how you work. We’ll explore standout features, reveal how it can streamline your tasks, and answer all your questions in real-time.What to ExpectWelcome & Introduction Live Demo: AI Studio Interactive Q&A Session Next Steps and ResourcesSecure Your Spot Now—Register Here!
Just wanted to say a quick thank you for joining our first Webinar “AI Studio Live Demo: Empowering Early Access Program Participants”. It was great to have you with us, and I hope you found it useful!If you missed anything or want to check it out again, we've got the recording and some extra resources available below.Resources🎥 Webinar Recording AI Studio EAP Sign-up Form AI Studio Frequently Asked QuestionsFeel free to reach out if you have any questions or just want to chat more about what we covered. We're always happy to help!Thanks again and stay tuned for more details about next webinar in a few weeks.
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