Vertex AI è una piattaforma di machine learning (ML) che ti consente di addestrare ed eseguire il deployment di modelli ML e applicazioni AI. Vertex AI combina i flussi di lavoro di data engineering, data science e ML engineering, consentendo la collaborazione dei team utilizzando un set di strumenti comune. Scopri di più.
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GeminiUtilizza Gemini, il modello di IA generativa multimodale di Google, per elaborare immagini, video e testo.
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Generative AIAccedi ai modelli di IA generativa di Google per testarli, ottimizzarli ed eseguirne il deployment per l'utilizzo nelle tue applicazioni basate sull'IA.
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Model GardenUtilizza Model Garden per scoprire, testare, personalizzare ed eseguire il deployment di modelli e LLM di IA generativa proprietari di Google e di alcuni modelli OSS.
Risorse di documentazione
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Gestire il flusso di lavoro
- Utilizzare le pipeline per orchestrare il flusso di lavoro
- Utilizzare Model Registry per gestire le versioni dei modelli
- Utilizzare Vertex AI Feature Store per pubblicare funzionalità di ML
- Monitorare il rendimento del modello
- Sperimenta il modello utilizzando diverse tecniche di ML
- Utilizzare Ray su Vertex AI per scalare l'addestramento
Video più recenti
New Way Now: Dun & Bradstreet cuts data workflows to minutes; boosts product response times by 60%
*Featured in this video:* Michael Manos, Chief Technology Officer of Dun & Bradstreet *Executive summary:* Dun & Bradstreet, a leading provider of business data and analytics, is bringing its centuries-old data company into the AI era,
How to evaluate your Gen AI models with Vertex AI
Gen AI evaluation service overview → https://goo.gle/4jrdUIm Notebooks → https://goo.gle/4jC1bTw How to evaluate generated answers from RAG at scale on Vertex AI? → https://goo.gle/4aCsHvP Creating a successful Generative AI application goes beyond
New Way Now: Radisson Hotel Group makes every moment matter with multilingual customers experiences
*Featured in this video:* Velit Dundar, vice president of global ecommerce at Radisson Hotel Group *Executive summary:* With over 1,400 hotels spanning nearly 100 countries, Radisson Hotel Group was looking for a way to personalize its marketing
How to tune embeddings for generative AI on Vertex AI
Tuning Embeddings on Vertex AI → https://goo.gle/3P68eFR Tune text embeddings → https://goo.gle/42wsZ5n GitHub → https://goo.gle/3ZMnWuF Learn how to enhance information retrieval in your GenAI applications by tuning embeddings on Vertex AI. Watch
Introduction to grounding with Gemini on Vertex AI
Grounding overview | Google Cloud → https://goo.gle/3CPOnYq Try Vertex AI Search | Google Cloud → https://goo.gle/3YYwM8l Get started with Vertex AI Search → https://goo.gle/3AVivRF leverage Gemini and Vertex AI to build AI models that are more
Evaluate any generative AI model with Vertex AI
Colab Notebook: Evaluate Gemma 2 with the Gen AI evaluation service on Vertex AI → https://goo.gle/4iIAZpI Docs: Gen AI evaluation service on Vertex AI → https://goo.gle/3VOThvJ Reference: Model-based metrics prompts → https://goo.gle/3P4s7ND Learn
Securing your AI model development pipeline
Vertex AI Pipelines → https://goo.gle/41IIBSZ Binary Authorization → https://goo.gle/3VOTAGL Vertex AI Pipeline demo → https://goo.gle/4ghaHJE Are you concerned about AI models going rogue? Secure your AI development pipeline using Google Cloud and
New Way Now: NIH makes STRIDES to advance biomedical research with Google Cloud
*Featuring:* Nick Weber, Acting Director of the Office of Scientific Computing Services at the National Institutes of Health *Executive summary:* The National Institutes of Health (NIH), the U.S. government’s healthcare and research agency, uses
New Way Now: Xometry revolutionizes custom manufacturing with Google Cloud Consulting and Vertex AI
*Summary:* Xometry, a leading AI-driven marketplace for custom manufacturing, partnered with Google Cloud Consulting to enhance their platform and optimize the manufacturing process. *Challenge:* Xometry needed to scale its AI capabilities to provide
Text to image with Google Cloud’s Vertex AI on Cloud Run
Code lab → https://goo.gle/4iLL2KK Unleash your creativity and build an image generation app using Vertex AI on Google Cloud. With Google Cloud's Vertex AI image generation model, developers can create stunning visuals without the need for complex
How Google AI helps with safer pregnancies
In India, expectant mothers often face lengthy wait times and paper based record keeping for their pregnancy care. Savemom is changing that with the help of Google AI. This innovative app, developed using Vertex AI Studio, Flutter, and Firebase,
The generative AI decision tree
Getting Started with Generative AI on Google Cloud → https://goo.gle/3Q2FkXA Getting Started with Vertex AI → https://goo.gle/4aKH4hO Google Cloud AI Hypercomputer → https://goo.gle/3WMnUlZ Generative AI is transforming industries but navigating the
New Way Now: Discover powers award-winning customer experiences with gen AI and Google Cloud
*Summary:* Szabolcs Paldy, senior vice president of enterprise operations at Discover Financial Services, discusses how Google Cloud is helping the digital banking and payment services company improve its award-winning customer experience with AI.
Introduction to Gemini on Vertex AI
Getting started with Vertex AI Gemini 2.0 Flash → https://goo.gle/3D7UaZB Getting started with Vertex AI Gemini 1.5 Flash → https://goo.gle/4eZOL58 Getting started with Vertex AI Gemini 1.5 Pro → https://goo.gle/3UkYBpC Build scalable, enterprise
Using Vertex AI for healthcare
Meet Savemom Founder & Engineer Senthil Kumar in India. Senthil is leveraging multimodal AI in Vertex AI studio to digitize, analyze, and process healthcare paperwork. Savemom is comprised of software engineers and computer science students and
How student developers are using Vertex AI for healthcare
Savemom is comprised of software engineers and computer science students who delivered a market ready AI powered healthcare app in no time using Google Vertex AI. These student developers made an instant impact on their communities by creating an app
Gemini 2.0 and the Gen AI SDK: A powerful duo
Join Head of Developer Skills & Community, Stephanie Wong, and Cloud GDE, Sam Witteveen, as they break down the power of Gemini 2.0 and the Google Cloud Gen AI SDK. Discover how to leverage Gemini's multimodal capabilities, including text, image,
Translating baby sounds using Google AI
Get started with Vertex AI → https://goo.gle/3DcrC1b Build with Gemini → https://goo.gle/4fl9YWp Create document processors → https://goo.gle/4gaPG39 Extract insights from images, documents, and videos → https://goo.gle/4fdMDpr All over the world
New Way Now: SAP fuels innovation by transforming data into solutions with AI-powered analytics
*Summary:* Frederik Pohl, vice president and head of strategic cloud management at SAP, leads the team responsible for orchestrating the enterprise software giant’s cloud strategy across their own infrastructure and with large partners like Google.
Veo on Vertex AI: Revolutionizing Video Production
Stephanie Wong, Head of Technical Marketing, is joined by Warren Barkley, Senior Director of Product Management for Vertex AI to share what’s new with generative AI. Learn about the latest video generation model Veo, available on Vertex AI in private
Inference at the Edge: Transforming Retail with AI & Real-Time Insights
Join experts from Google and Intel as they discuss how AI is revolutionizing the retail industry. In this video, we will explore how retailers can leverage inference at the edge to enhance their operations and customer experience, including how
New Way Now: Broadcom connects and protects the digital world with the help of AI
𝗦𝘂𝗺𝗺𝗮𝗿𝘆: Rich Jardine, VP of Cloud Platform Engineering and Operations at Broadcom, discusses their unique partnership with Google Cloud, and how the global infrastructure technology leader is modernizing its infrastructure and building a scalable
Securing your AI inference pipeline
Check out part 1 of this video → https://goo.gle/4gpPXzc Google SAIF → https://goo.gle/3Dbfg9s Google AI Supply Chain Security Whitepaper → https://goo.gle/3ZRZf15 Are you leaving the door open for attackers to manipulate your AI model and steal
New "task type" embedding from the DeepMind team improves RAG search quality
Blog: Improve Gen AI Search with Vertex AI Embeddings and Task Types→ https://goo.gle/4equIeX Notebook: Using "task type" embeddings for improving RAG search quality→ https://goo.gle/4hlRtTO Document: Choose an embeddings task type →
How ML developers are saving moms in India
Abbiramy Kumar from Savemom explains how she uses her Machine Learning role to create a healthcare app for doctors and expecting moms. With the power of Google’s Vertex AI and other Google products, Abbiramy can deploy helpful tech to doctors and
Turn your data into actionable profit insights with Profit Isle on Google Cloud to drive growth
Profit Isle’s AI-powered platform delivers actionable profit insights that drive value to your company’s bottom line and power your AI initiatives. How? Together with Google Cloud, Profit Isle’s platform leverages AI and machine learning to integrate
Turn your data into actionable profit insights with Profit Isle on Google Cloud to drive growth.
Profit Isle’s AI-powered platform delivers actionable profit insights that drive value to your company’s bottom line and power your AI initiatives. How? Together with Google Cloud, Profit Isle’s platform leverages AI and machine learning to integrate
How to build interactive Gen AI applications with Vertex AI
RAG vs Model tuning vs Large prompt window → https://goo.gle/405POu7 GitHub → https://goo.gle/CymbalToys Want to create more engaging and effective AI applications? Watch along and learn how Retrieval Augmented Generation (RAG) can improve your AI
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
If you’re ready to transform your business with AI, join us at Next and connect with g.co/cloud/consulting Xometry, an on-demand manufacturing company, wanted to leverage AI to use data more effectively and scale their marketplace. It partnered with
How to deploy a Gemini powered Mesop app to Cloud Run
GitHub → https://goo.gle/4iuM1yB Cloud Run docs → https://goo.gle/3D6PYcB Enabling Vertex AI APIs → https://goo.gle/41l5z2q Watch along and learn how to deploy a Gemini powered application to Google Cloud using Mesop to Cloud Run. Join Googler
Prodotti Vertex AI e Cloud ML
IA generativa e modelli preaddestrati |
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| IA generativa |
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Soluzioni specifiche per le attività |
Soluzioni di AI |
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| Finanza Sanità Assistenza clienti | Traduzione Ricerca e consigli Conversazione e parlato | Retail Gestione dei documenti Visione e video |
Addestramento e sviluppo di modelli |
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| Addestramento automatico | Addestramento personalizzato | |
MLOps e produzione |
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| Deployment Strumenti per sviluppatori Iterazione del modello | Monitoraggio e valutazione | Dati e funzionalità Orchestrazione |