Topic / AI & Data
AI & Data
The next level of AI advancement, agentic AI, uses LLMs, machine learning, and corporate automation to do complicated, multi-step operations without human interaction. It lets smart computers understand context, adapt to new knowledge, and work with humans to solve complex problems.
156 resources for “AI & Data”
Sep 22, 2026
Build an AI agent Amstelveen, NetherlandsJoin us for a hands-on workshop and learn how to build an AI agent in a sovereign environment.
This workshop is designed for developers, data scientists, and business innovators who want to see how…|
EventJul 24, 2026
Agentic AI in Action Houston, USJoin this hands-on workshop to build and deploy Agentic AI solutions for healthcare using the secure, turnkey HPE Private Cloud AI (PCAI) platform. Working directly with Sickbay’s clinical data…|
EventJun 6, 2026
HPE Private Cloud AINVIDIA AI Computing by HPE is a joint portfolio that enables organizations to deploy AI easily, securely, and effectively. It brings together technology, people, and economics to give organizations of…|
PlatformMay 6, 2026
HPE Private Cloud AI: Natural Language to Structured Query LanguageIn today's data-driven world, two fundamental languages enable us to interact with information: Natural Language and SQL (Structured Query Language). Natural language is the way humans naturally…|
Blogby Santosh Nagaraj, Isabelle SteinhauserMay 4, 2026
AI Tips: Efficient management of long inference AI sessionsComparing solutions offered by KV-Cache offload and Google TurboQuant The rapid diffusion of large language models (LLMs) and the explosion of agentic AI have created a critical infrastructure…|
Blogby Andrea Fabrizi (AI Storage Solutions Product Manager)Apr 19, 2026
Integrating Dagster as a modern data orchestration framework in HPE Private Cloud AIHPE Private Cloud AI (PCAI) provides a curated set of pre‑integrated orchestration and machine‑learning (ML) frameworks, including Airflow, Kubeflow, Spark and Ray, to streamline the development and…|
Blogby Guoping JiaApr 3, 2026
AI DevCon 2026: Why the future of enterprise AI is a data and storage engineering problemAI DevCon 2026, held on 12–13 March 2026 at the NIMHANS Convention Centre in Bengaluru, brought together developers, data engineers, platform architects, DevOps leaders, and AI practitioners working…|
Blogby Madhukar RupakumarMar 25, 2026
Build your own AI Agent Göteborg, SwedenJoin us for an immersive, hands-on workshop where you’ll learn how to design and deploy real-world generative AI use cases on HPE Private Cloud AI, powered by NVIDIA AI Enterprise Software.|
EventMar 24, 2026
Build your own Agent Stockholm, SwedenJoin us for an immersive, hands-on workshop where you’ll learn how to design and deploy real-world generative AI use cases on HPE Private Cloud AI, powered by NVIDIA AI Enterprise Software.|
EventMar 17, 2026
Implementing a local LLM using S3-based model storage and vLLM in HPE Private Cloud AIDeploying a local Large Language Model (LLM) architecture using S3‑compatible object storage and vLLM as the inference engine provides a scalable, cost‑efficient, and secure foundation for enterprise…|
Blogby Guoping JiaMar 10, 2026
Create your own AI agent Paris, FranceLe 10 Mars 2026 Construisez et déployez une véritable solution d'IA dans le cadre d'un atelier en petit groupe animé par des conseillers HPE et NVIDIA, et repartez avec les outils, les compétences et…|
EventMar 6, 2026
LLM observability and cost management on HPE Private Cloud AILLM (Large language Model) observability and cost management are critical for deploying reliable, secure, and financially sustainable AI applications. By tracking metrics like token usage, latency…|
Blogby Santosh Nagaraj & Claudio CalderonFeb 25, 2026
Building an MCP server to take advantage of OpsRamp monitoring - A Step-by-Step Implementation Guide Part 2Introduction In my previous article, I explored the Model Context Protocol (MCP) as the universal connector for AI applications. Now, let's roll up our sleeves and dive into the actual implementation…|
Blogby BalaSubramanian VetrivelFeb 24, 2026
HPE AI Developer Day Bogota, ColombiaÚnase a nosotros en un taller práctico y envolvente en el que aprenderá a diseñar e implementar casos de uso de IA generativa del mundo real en HPE Private Cloud AI, con tecnología NVIDIA AI…|
EventFeb 17, 2026
Simplifying permission management using Kubernetes ClusterRole aggregation in HPE Private Cloud AIWhen operating Kubernetes (K8s), Role‑Based Access Control (RBAC) serves as a foundational security mechanism, mapping users and workloads to define permissions and enforcing the principle of least…|
Blogby Guoping JiaFeb 16, 2026
AI Tips: Why is storage important for KV cache?Although KV (Key-value) cache is usually described as an LLM inference optimization, it is actually best understood as a specialized, high‑performance storage layer that holds intermediate attention…|
Blogby Andrea Fabrizi, Product manager for Storage for AI Jan 29, 2026
HPE AI Developer Day Monterrey, MexicoSumérgete en una exploración práctica de HPE AI Essentials y NVIDIA AI Enterprise Software, donde adquirirás experiencia práctica con herramientas y marcos de trabajo de vanguardia. Empieza por…|
EventJan 28, 2026
Work Smarter: Natural Language Access to your infrastructure via GreenLake MCP01/28/2026 Managing infrastructure often means navigating complex consoles, learning APIs, and manually generating reports. But what if there was an easier way? GreenLake MCP (Model Context Protocol…|
EventJan 26, 2026
HPE AI Developer Days San Jose, CaliforniaJoin us for an immersive, hands-on workshop where you’ll learn how to design and deploy real-world generative AI use cases on HPE Private Cloud AI, powered by NVIDIA AI Enterprise Software.|
EventDec 3, 2025
Bringing AI assistants to GreenLake with MCP ServersOverview Modern cloud platforms generate vast amounts of operational data. GreenLake customers often find themselves toggling between multiple interfaces, running complex API queries, and piecing…|
Blogby Vandewilly SilvaSep 9, 2025
AI agents as the meeting whisperersPart 7 of our Gen AI for PM series Introduction Meetings often move fast, ideas overlap, action items get lost, and key insights can slip through the cracks. This is where AI agents step in as the…|
Blogby Dinesh R Singh, Nisha Rajput, Varsha ShekhawatAug 30, 2025
Multi-agent systems for multi-stakeholder projectsPart 4 of our Gen AI for PM series Intro Large projects often involve multiple stakeholders, each with different priorities, risks, and information needs. Managing all of these moving parts with a…|
Blogby Dinesh R Singh, Nisha Rajput, Varsha ShekhawatAug 28, 2025
Experimenting with the Model Context Protocol and Chapelexternal blog|
Blogby Daniel FedorinAug 28, 2025
Part 12: AgentOS - The invisible conductor of enterprise AIScene one: The orchestra without a conductor Picture an orchestra hall. The violinist plays beautifully, the percussionist pounds with passion, the flutist adds magic — but there’s no conductor…|
Blogby Dinesh R SinghAug 27, 2025
Your new PM assistant: The rise of Agentic AI in daily task managementPart 2 of our Gen AI for PM series Intro: Project managers juggle endless moving parts—status updates, task assignments, shifting priorities, and the constant chase for clarity. Too often, valuable…|
Blogby Dinesh R Singh, Nisha Rajput, Varsha ShekhawatAug 11, 2025
Part 11: Agentic AI versus AI agentIntroduction Artificial Intelligence (AI) is evolving rapidly, and two terms — Agentic AI and AI agent — are increasingly appearing in business strategy documents, technical roadmaps, and boardroom…|
Blogby Dinesh R SinghAug 5, 2025
Sustainably Scaling AI AdoptionAI-capable infrastructure configurations are introducing new computing, energy, and cooling demands on our data centers and technology stacks. Our engineering capabilities around efficiency, design…|
EventJul 21, 2025
Part 5: Agentic AI: Team coordination mode in actionOne of the most transformative patterns in Agentic AI is team-based orchestration — a collaborative approach where specialized agents work together to fulfill complex goals. In this edition, we…|
Blogby Dinesh R SinghJul 11, 2025
Build your first AI Chatbot on HPE Private Cloud AI using Flowise and HPE MLISIn today’s AI-driven landscape, conversational interfaces are transforming how organizations interact with users and automate workflows. Building a secure, scalable, and customizable chatbot solution…|
Blogby Santosh NagarajJul 9, 2025
Part 2: What makes AI agents truly intelligentIn the first part of this series, I discussed the shift from passive large language models to more capable, action-oriented AI. Now, I will provide a closer look at what actually powers this…|
Blogby DINESH R SINGHJul 3, 2025
From generative to agentic AI: Tracing the leap from words to actionsAI has come a long way from simply finishing our sentences. Today, it’s not just generating content — it’s actively solving problems, making decisions, and executing complex tasks. This blog post…|
Blogby DINESH R SINGHJul 3, 2025
Setting up Harbor as a local container registry in HPE Private Cloud AIA container registry serves as a centralized system for storing and managing container images. In today’s fast-paced containerized application development landscape, speed, security and control over…|
Blogby Guoping JiaMay 13, 2025
Lessons in AI for retailers: Transforming the shopping experienceAI is reshaping the retail industry, from reducing shrink and optimizing inventory management to delivering faster, more personalized customer experiences. However, the journey from AI adoption to…|
EventMay 9, 2025
From data centers to centers of data: Navigating the pull of data gravity“Son, when I don’t have the data—people die.“ The room fell silent as a highly decorated Army colonel spoke about supporting frontline combat operations with real-time IT. His point landed hard: in…|
Blogby Denis VilfortApr 29, 2025
HPE Private Cloud AI Technical DemoThis technical meetup will delve into the HPE Private Cloud AI platform, offering role-specific walkthroughs for administrators focusing on user and GPU management, data engineers exploring data…|
EventApr 22, 2025
Developing and deploying AI in the enterpriseIntegrating the right software into your enterprise AI infrastructure is crucial to deploying AI applications successfully today. In this session, we'll discuss the ever-changing developer ecosystem…|
EventApr 15, 2025
Beyond generic AI: achieve contextual accuracy with HPE's Knowledge BasesThe demand for AI applications that deliver accurate, contextually relevant insights from enterprise data is rapidly increasing. However, the challenge of integrating fragmented, often sensitive, data…|
Blogby Abhishek Kumar AgarwalMar 19, 2025
ChatHPE Hub: Enabling Secure and Scalable AI Transformation at HPEJoin us to learn more about an internal project HPE has developed using HPE Private Cloud AI that helps its teams use Generative AI (GenAI) to achieve its business goals. In this session, we will…|
EventMar 16, 2025
Using structured outputs in vLLMGenerating predictable and reliable outputs from large language models (LLMs) can be challenging, especially when those outputs need to integrate seamlessly with downstream systems. Structured outputs…|
Blogby Ismael Delgado MuñozFeb 20, 2025
Deploying a Small Language Model in HPE Private Cloud AI using a Jupyter NotebookDeploying new language models for users to interact with can be challenging for beginners. HPE developed Private Cloud AI to help users set up and implement AI solutions quickly and easily. In this…|
Blogby Dave Wright and Elias AlagnaFeb 18, 2025
Unlocking Private AI Power: Insurance Fraud Detection and BeyondJoin us to explore the potential of HPE Private Cloud AI in tackling real-world challenges, such as insurance fraud detection. We'll delve into the benefits of leveraging Private AI services. This…|
EventFeb 11, 2025
AI Inferencing at the Edge: Use Cases from Earth to SpaceHigh-stake operating environments can add additional challenges when it comes to implementing AI technologies. Whether your use case is focused on speeding up time-to-target while maintaining data…|
EventJan 28, 2025
Unleashing AI Innovation: A deep dive into the HPE Private Cloud AI Software StackJoin us for an in-depth exploration of the cutting-edge AI software stack powering the HPE Private Cloud AI (PCAI). This webinar will demonstrate how our platform enables enterprises to accelerate AI…|
EventJan 21, 2025
IT New Year’s resolution: Build an ethical and trustworthy AI systemThe "era of AI" provides new technological capabilities accompanied by new responsibilities. Learn how we developed AI principles to guide our organization's development decisions and how to put these…|
EventJan 17, 2025
Using the gdb4hpc debugger at scale with a CUDA/MPI HPC applicationCommand line debuggers for Linux have existed for decades. The GNU debugger (gdb) is the most famous and arguably the most powerful. But gdb has a weakness when it comes to high performance computing…|
Blogby Josh ChandlerJan 14, 2025
From log files to AI insights: The 60-year evolution of observability and AIOpsIn an era where systems are increasingly complex and interconnected, the ability to monitor, understand, and optimize your IT landscape has evolved dramatically. This session takes you on a 60-year…|
EventJan 10, 2025
Why Private AI?Everybody’s getting into AI. The visceral experience of using ChatGPT in professional or personal lives can raise a lot of concern. Concerns about the future of work, creativity... even civilization's…|
Blogby Jordan NanosDec 17, 2024
LL-Mesh – Democratizing Gen AILL-Mesh is a pioneering initiative by HPE aimed at democratizing Generative Artificial Intelligence (Gen AI). It empowers users to create tools and web applications using Gen AI with Low or No Coding…|
EventDec 6, 2024
HPE Swarm LearningEditor’s Note: HPE Swarm Learning product is now offered only as a community edition. HPE Swarm Learning is a decentralized, privacy-preserving Machine Learning framework. This ML framework utilizes…|
PlatformNov 14, 2024
Getting started with Retrieval Augmented Generation (RAG)Keeping up with AI technology and understanding more about Generative AI and LLM (Large Language Models) is quickly becoming an imperative. If you are like me, curious but not that much of a data…|
Blogby Didier LalliNov 13, 2024
How to Pick a Large Language Model for Private AINote: this blog is based on a video and slide deck available here on YouTube. As organizations continue to explore the potential of generative AI, choosing the right Large Language Model (LLM) is…|
Blogby Jordan NanosNov 5, 2024
Implementing Your AI Breakthroughs Effectively - The Infrastructure to your AIGrab a coffee together with your IT Ops Manager, as we discuss different AI infrastructure environment options to suit your use case. Consider what processes are necessary, who will be involved, and…|
EventOct 31, 2024
Implementing your AI Breakthroughs Effectively – The Infrastructure to your AIWe’ve been here before. Think about the seemingly obscure and ever-evolving infrastructure technologies that have been introduced over the years that only few interact with, learn, and even see, but…|
Blogby Audrey ScribnerOct 29, 2024
NVIDIA NIM Agents Blueprints - Do your own AI: Multimodal PDF Data Extraction 101Pursuant to the launch of HPE Private Cloud AI, which leverages NVIDIA AI Enterprise and NIM Agent Blueprints, NVIDIA will highlight how it eases and accelerates the process of building a multimodal…|
EventOct 9, 2024
Distributed Tuning in Chapel with a Hyperparameter Optimization Exampleexternal blog|
Blogby Lydia Duncan, Michelle StroutOct 3, 2024
Small Language Models: The Next Frontier with Private Cloud AIText|
Blogby Brian GruttadauriaOct 1, 2024
Cool AI Use Case, Now What?You’ve come up with a great use case where AI technologies can help your business. Now your leadership is saying “show me something.” Join this session to understand best practices on getting started…|
EventSep 26, 2024
Keeping it Real with a new AI Jam SeriesIt wasn’t that long ago we used to say “Artificial Intelligence". Now we just say A.I. These words are so pervasive in conversation that we are now down to the acronym. But what I have been hearing is…|
Blogby Audrey ScribnerSep 17, 2024
Enhancing NLP with Retrieval-Augmented Generation: A Practical DemonstrationIn the evolving landscape of Natural Language Processing (NLP), Retrieval-Augmented Generation (RAG) stands out as a powerful technique that enhances the NLP application by incorporating relevant…|
EventAug 27, 2024
LLM finetuning for mere mortalsEveryone wants to use Large Language Models (LLMs), and for good reason. With applications ranging from content creation to automated software development, LLMs have the potential to transform nearly…|
EventAug 20, 2024
Exploring Transformative AI Use Cases Across IndustriesArtificial Intelligence (AI) is rapidly reshaping industries, driving innovation, and creating new opportunities for growth and efficiency. This panel discussion brings together thought leaders…|
EventJul 26, 2024
HPE AI Foundations workshopThe innovation workshop is an invaluable opportunity for all IT technologists looking to learn how to design, implement, and operate a hybrid cloud AI platform. The HPE AI Foundations workshop shows…|
EventJul 9, 2024
Integrating K8sGPT to empower Kubernetes with AI in HPE GreenLake for Private Cloud EnterpriseThis blog post describes the process to integrate K8sGPT serving a local large language model (LLM) as an artificial intelligence (AI) backend to Kubernetes (K8s) in HPE GreenLake for Private Cloud…|
Blogby Guoping JiaMay 20, 2024
Demystifying machine learning at scale: HPE Ezmeral Unified Analytics in actionIn 2024, businesses are scuffling to seek innovative ways to leverage Generative AI to elevate customer experiences and streamline operational workflows. Traditional machine learning workflows, tools…|
Blogby Alex Ollman Apr 30, 2024
Leveraging the open source ML advantageJoin this virtual session from HPE Data Science Community for discussions around: Scaling ML model training using state-of-the-art hyperparameter tuning and distributed training methods - using all…|
EventApr 16, 2024
The Transformative Impact of Generative AI on Telco ProductsThis session will showcase a PoC for an innovative application that demonstrates a bot capable of retrieving information and executing commands on Athonet 5G Networks. Utilizing an LLM as a core…|
EventMar 19, 2024
Learn how AI hackers detect fragility and how to thwart them with AI model resilienceLearn how AI hackers detect fragility and how to thwart them with AI model resilience
On every lab test, your AI was superhuman. But how will it fare in the real world of smog, smears, and nation…|
EventMar 13, 2024
Announcing GenAI studio: Your generative AI playground built on DeterminedExternal Blog|
Blogby Isha GhodgaonkarFeb 20, 2024
Secure GenAI Adoption for all!GenAI can bring great value to a business by providing a new interface that can be used to accelerate creativity, run knowledge-centric tasks, or simply provide more rapid access to information…|
EventJan 29, 2024
Opportunities and challenges of self-hosting GenAIJoin us on 30 January with TitanML as we bring together the HPE data science user group to discuss opportunities and challenges of self-hosting GenAI.|
EventDec 20, 2023
Mixtral 8x7B could pave the way to adopt the "Mixture of Experts" modelOn December 8th, 2023, Mistral AI released Mixtral 8x7B, a high-quality sparse mixture of experts model (SMoE) with open weights (ref: Mistral AI). What is this Mixtral 8x7B? Very simply, it takes 8 x…|
Blogby SOON HENGDec 18, 2023
HPE Cray Programming EnvironmentHPE Cray Programming Environment (CPE) suite offers programmers a comprehensive set of tools for developing, porting, debugging, and tuning applications. The programming environment simplifies the…|
PlatformDec 5, 2023
HPE Machine Learning Development EnvironmentMachine learning (ML) engineers and data scientists are on a never-ending search for new solutions that will enable them to better focus on innovation and accelerate their time to production—and this…|
PlatformNov 14, 2023
Optimizing deep neural network inference workloadsAI, and specifically deep learning, is driving significant advancements in many vertical markets. Whether within the computer vision or natural language processing domain, deploying this technology at…|
EventNov 7, 2023
The last mile of the self-hosted LLMJoin us on 7 November with TitanML as we bring together the HPE data science user group to discuss the latest trends, best approaches and practical experiences. We’ll have technical talks, live demos…|
EventOct 17, 2023
The open-source advantage: Exploring machine learning through thought leadershipIn our next Munch & Learn, Chase Christensen and Amber Graner from the HPE Ezmeral team get real about why machine learning is a big deal today. They break down what machine learning actually means…|
EventSep 15, 2023
Closing the gap between High-Performance Computing (HPC) and artificial intelligence (AI)Scientists and engineers face a number of technical hurdles to utilizing artificial intelligence (AI) techniques alongside high-performance scientific computing applications. Recently, a…|
Blogby Philipp Offenhäuser & Christopher Williams Sep 11, 2023
ML-at-Scale ‘23September 12-13, 2023 What does it mean to truly achieve machine learning (ML) at scale? Determined AI is hosting a virtual conference where you can find out. If you work on solving critical problems…|
EventJun 16, 2023
End-to-end, easy-to-use pipeline for training a model on Medical Image Data using HPE Machine Learning Development EnvironmentIn this blog post, we’ll be covering how HPE Machine Learning Development Environment can add value to your machine learning workflow, as well as how to utilize HPE Machine Learning Development…|
Blogby Isha GhodgaonkarJun 16, 2023
Production-ready object detection model training workflow with HPE Machine Learning Development Environment This in-depth blog tutorial is divided into five separate sections, where I will recount the seamless user experience one has when working with HPE Machine Learning Development Environment, pointing…|
Blogby Andrew MendezJun 13, 2023
Digital twins, the Metaverse, and augmented reality: Developer insights and IT foundations for immersive technologies powered by AIIn this Munch & Learn session, learn about digital twins, the metaverse, and augmented reality, including their application in industries, the role of AI, and developer factors. You’ll get to view…|
EventJun 12, 2023
Announcing HPE Swarm Learning 2.0.0We’re excited to announce the HPE Swarm Learning 2.0.0 community release!! In the previous version of HPE Swarm Learning, if the sentinel Swarm Network (SN) node goes down during Swarm training, the…|
Blogby HPE Swarm Learning TeamMay 30, 2023
HPE Machine Learning Development Environment and the Open Source ML AdvantageBuilt upon the widely popular open source Determined Training Platform, the HPE Machine Learning Development Environment (MLDE) helps developers and scientists focus on innovation by removing the…|
EventMay 23, 2023
Embracing large language model tools like ChatGPT for iterative problem solvingLearn how coders and project architects alike are using Large Language Model tools like ChatGPT to transform software development. Tailored for those with some developer experience, this Munch & Learn…|
EventFeb 19, 2023
Determined AI Model Training HackathonFebruary 20, 2023 - April 17, 2023 The Determined Community Team is running a hackathon! Build and train an ML model using Determined to win cash prizes.|
EventFeb 14, 2023
Accelerating scientific research through high performance computing democratizationLarge, complex computer simulations of the physical world are becoming more common-place thanks to the broader availability of high performance computing resources. Contemporaneously, the advent of…|
EventNov 29, 2022
Introduction to KubeflowLearn the basics of Kubeflow, the machine learning toolkit for Kubernetes dedicated to making deployments of ML workflows on Kubernetes simple, portable, and scalable. See how it works and what it…|
EventOct 25, 2022
Boost Spark AI workloads with PepperdataHPE combines the power and versatility of Apache Spark with the robust, enterprise-grade HPE Ezmeral Runtime Enterprise to support running analytics at scale against large data sources. But what do…|
EventOct 24, 2022
SPIFFE/SPIRE graduates, enabling greater security solutionsLate September 2022, the Cloud Native Computing Foundation® (CNCF) announced the graduation of the SPIFFE and SPIRE projects, joining an elite group of only 18 graduated CNCF projects, like HELM and…|
Blogby HPE DEVSep 29, 2022
HPE GreenLake delivers NVIDIA AI as a serviceBuilding the infrastructure required for AI solutions can be an expensive and daunting undertaking. That’s why an as-a-service option that supports customer flexibility makes so much sense. With…|
Blogby Dale RensingSep 28, 2022
Machine Learning Data Version Control (DVC): Reproducibility and Collaboration in your ML Projects In this session, we’ll do a demo where you’ll learn how to manage and make your machine learning projects reproducible with our open-source tool DVC and the DVC extension for VS Code IDE. We will see…|
EventSep 21, 2022
Watch Party: NVIDIA'S EARTH-2: DIGITAL TWINS FOR WEATHER AND CLIMATEJoin this interactive session to hear industry experts from NVIDIA and HPE discuss NVIDIA’s Earth-2 digital twin project, which continues to advance what is possible in the application of AI to…|
EventSep 20, 2022
Accelerate public sector AI use cases using a powerful ML Ops platformJoin us for a free, 60-minute session where you can connect with experts who offer valuable insights into today’s most popular technologies. This month, learn how the French governmental agency, Pole…|
EventSep 18, 2022
NVIDIA GTC – the developer conference for the era of AIInterested in artificial intelligence and high performance application development? Hewlett Packard Enterprise (HPE) is as well and is excited to announce its participation as a Diamond sponsor of…|
EventAug 16, 2022
Machines learn from data to be artificially intelligentJoin us for a free, 60-minute session where you can connect with experts who offer valuable insights into today’s most popular technologies. This month, hear from HPE’s own Dr. Eng Lim Goh, senior VP…|
EventAug 8, 2022
ML Ops – Deploying an ML model in HPE GreenLake Platform ML Ops serviceOverview HPE GreenLake Central is an advanced software-as-a-service platform that provides you with a consistent cloud experience for all your applications and data on-premises or off-premises. It…|
Blogby Thirukkannan MJul 18, 2022
NVIDIA Deep Learning InstituteAdvance your knowledge in AI, accelerated computing, accelerated data science, graphics, and simulation with a free NVIDIA Deep Learning Institute course (offer valid while supplies last).|
EventJun 27, 2022
HPE Discover 2022Las Vegas, June 28-30 From the latest insights in secure connectivity, hybrid cloud, AI and unified data analytics, HPE Discover 2022 is the best place to stay ahead of the trends and technologies…|
EventMay 25, 2022
Scaling Language Training to Trillion-parameter Models on a GPU ClusterToday, natural language processing (NLP) powers the latest conversational AI and translation apps. Join us to explore the collaborative experimentation process that machine learning teams leverage and…|
EventMay 3, 2022
Deep Learning Model Training – A First-Time User’s Experience with Determined – Part 2Determined is an open-source training platform that aims to simplify deep learning (DL) model development and experimentation for data science teams by providing tools like distributing training…|
Blogby Denis ChoukrounApr 20, 2022
Chapel: Making parallel computing as easy as Py(thon), from laptops to supercomputersJoin us for a free, 60-minute session where you can connect with experts who offer valuable insights into today’s most popular technologies. This month, meet with Brad Chamberlain, HPE, who will…|
EventApr 14, 2022
Deep Learning Model Training – A First-Time User’s Experience with Determined - Part 1Determined is an open-source deep learning training platform that helps data science teams train models more quickly, easily share GPU resources, and collaborate more effectively. The open-source…|
Blogby Denis ChoukrounApr 13, 2022
World Artificial Intelligence Cannes FestivalThis event brings together the top 120 AI players in the market to showcase their latest products and technologies. In partnership with NVIDIA, HPE will showcase state-of-the-art AI technologies such…|
EventMar 30, 2022
HPE + vFunction: Modernizing Legacy Applications and Data Sources FasterToday, most application migrations focus on lift-and-shift strategies to get to the cloud faster, yet neglect the parallel challenge of harnessing value from massive amounts of data. Come to this…|
EventFeb 23, 2022
Streamlit - The fastest way to build and share data science appsPoor tooling slows down data science and machine learning projects. Projects often develop a unique ecosystem of bug-ridden and unmaintainable internal tools to analyze data through a patchwork of…|
EventFeb 16, 2022
Golden Age of AI, Dark Ages of AI InfrastructureThis month, meet with Neil Conway, senior director of engineering Determined AI at HPE and learn why practical use of deep learning (DL) remains difficult, what problems DL infrastructure tools solve…|
EventFeb 11, 2022
Writing Deep Learning Tools for all Data Scientists, Not Just UnicornsMachine learning (ML) is exploding in popularity, and, as it does, ML tooling is frantically trying to keep up. Tools for everything you can imagine are popping up: data versioning, experiment…|
Blogby By Neil Conway and Alex PutnamDec 5, 2021
HPE Deep Learning CookbookIt is a common wisdom today, that to start a deep learning exploration one needs a GPU-enabled system and one of the existing open source deep learning frameworks. But which GPU box to choose? How…|
PlatformNov 4, 2021
Build Transformative AI Applications at Scale with HPE Machine Learning Development EnvironmentBuilding and training optimized machine learning (ML) models at scale is considered the most demanding and critical stage of ML development. Doing it well requires researchers and data scientists to…|
Blogby Alex PutnamFeb 24, 2021
Explore Containerization and MLOpsExplore Containerization and MLOps February 24, 2021 Run by the HPE Developer Community, the Munch & Learn monthly technology talks feature industry technology experts who offer valuable insights into…|
EventFeb 5, 2021
Kubernetized Machine Learning and AI Using KubeFlowEditor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019 may have older product names and model numbers that differ from…|
Blogby Rachel SilverFeb 5, 2021
End-to-End Machine Learning Using ContainerizationEditor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019 may have older product names and model numbers that differ from…|
Blogby Rachel SilverFeb 3, 2021
The Challenges of Sharing GPUs and How to Solve Thempinkish image 4 run ai post Editor’s Note – HPE Ezmeral Container Platform is now HPE Ezmeral Runtime Enterprise. For more information on why the name was changed, please click here. Whether…|
Blogby Raz HalevaJan 22, 2021
Top Trends: Machine Learning, Microservices, Containers, Kubernetes, Cloud to Edge. What are they and how do they fit together?Editor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019 may have older product names and model numbers that differ from…|
Blogby Carol McDonaldJan 22, 2021
Association Rule Mining – Not Your Typical Data Science AlgorithmEditor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019 may have older product names and model numbers that differ from…|
Blogby Kirk BorneJan 15, 2021
Making AI a Reality data drive ai Main body of this blog post was originally published on H2O.ai blog. Published here with permission. Do you want to make AI a part of your company? You can’t just mandate AI. But you can…|
Blogby Ellen FriedmanDec 9, 2020
Types of Machine Learning – Part #2 in the Intro to AI/ML SeriesEditor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019, may have older product names and model numbers that differ from…|
Blogby Saira KennedyNov 25, 2020
Apache Spark Machine Learning TutorialEditor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019, may have older product names and model numbers that differ from…|
Blogby Carol McDonaldNov 25, 2020
Demystifying AI, Machine Learning and Deep LearningEditor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019, may have older product names and model numbers that differ from…|
Blogby Carol McDonaldNov 12, 2020
Artificial Intelligence and Machine Learning: What Are They and Why Are They Important?Editor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019, may have older product names and model numbers that differ from…|
Blogby Saira KennedyOct 28, 2020
Streaming Machine learning pipeline for Sentiment Analysis using Apache APIs: Kafka, Spark and Drill - Part 1Editor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019, may have older product names and model numbers that differ from…|
Blogby Carol McDonaldOct 21, 2020
Fast data processing pipeline for predicting flight delays using Apache APIs: Kafka, Spark Streaming and Machine Learning (part 1)Editor’s Note: MapR products and solutions sold prior to the acquisition of such assets by Hewlett Packard Enterprise Company in 2019, may have older product names and model numbers that differ from…|
Blogby Carol McDonaldAug 14, 2020
Building Dynamic Machine Learning Pipelines with KubeDirectorEditor’s Note – HPE Ezmeral Container Platform is now HPE Ezmeral Runtime Enterprise. For more information on why the name was changed, please click here. Imagine that you’re a data scientist who’s…|
Blogby Joel Baxter & Kartik Mathur & Don WakeJul 8, 2020
Tips and Best Practices to Take Advantage of Spark 2.xOriginal post information: Editor’s Note: MapR products referenced are now part of the HPE Ezmeral Data Fabric. With Apache Spark 2.0 and later versions, big improvements were implemented to enable…|
Blogby Carol McDonaldJul 3, 2020
Spark 101: What Is It, What It Does, and Why It MattersOriginal post information: In this blog post, we will give an introduction to Apache Spark and its history and explore some of the areas in which its particular set of capabilities show the most…|
Blogby Carol McDonaldMar 21, 2018
Why we created HPE Deep Learning CookbookA history behind the Cookbook In the beginning of 2014, when Hewlett Packard Labs (still HP Labs back then, within Hewlett-Packard), embarked on its journey towards Memory Driven Computing and The…|
Blogby Natalia Vassilieva, Sergey SerebryakovNov 26, 2017
CPUs for GPU-enabled deep learningA role of CPUs in Deep Learning pipelines and how many CPU cores is enough for training on a GPU-enabled system How CPUs are typically used in deep learning pipelines Although GPUs are the main engine…|
Blogby Sergey SerebryakovNov 26, 2017
Scaling deep learning workloadsData parallelism, weak and strong scaling, and what you need to know to scale a single training job to multiple CPUs or GPUs Training of many state-of-the-art deep neural networks is a very compute…|
Blogby Sergey SerebryakovMultimedia
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