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LLM

Large Language Models (LLM)

nlp ai machine_learning

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Discover the breakthrough AI capabilities transforming cloud operations and management. Join us for an overview of Gemini Cloud Assist and learn how it brings you an AI-based cloud management experience. Gemini Cloud Assist empowers you to design and deploy apps faster, troubleshoot issues with AI insights, and optimize performance and costs through intelligent recommendations. We’ll showcase its new capabilities and integrations in various Google Cloud products, and show you how it can completely reshape your cloud management experience.

This session offers insight on diverse AI user journeys to help you visualize AI’s potential. Drawing on Google’s experience working with different clients, our experts will showcase impactful ways customers are driving their businesses forward with Google Workspace with Gemini. We’ll explore different use cases, demonstrating how AI can optimize operations, enhance experiences, and unlock new growth opportunities.

APIs dominate the web, accounting for the majority of all internet traffic. And more AI means more APIs, because they act as an important mechanism to move data into and out of AI applications, AI agents, and large language models (LLMs). So how can you make sure all of these APIs are secure? In this session, we’ll take you through OWASP’s top 10 API and LLM security risks, and show you how to mitigate these risks using Google Cloud’s security portfolio, including Apigee, Model Armor, Cloud Armor, Google Security Operations, and Security Command Center.

This hands-on lab equips you with the practical skills to build and deploy a real-world AI-powered chat application leveraging the Gemini LLM APIs. You'll learn to containerize your application using Cloud Build, deploy it seamlessly to Cloud Run, and explore how to interact with the Gemini LLM to generate insightful responses. This hands-on experience will provide you with a solid foundation for developing engaging and interactive conversational applications.

If you register for a Learning Center lab, please ensure that you sign up for a Google Cloud Skills Boost account for both your work domain and personal email address. You will need to authenticate your account as well (be sure to check your spam folder!). This will ensure you can arrive and access your labs quickly onsite. You can follow this link to sign up!

This hands-on lab empowers you to build a cutting-edge multimodal question answering system using Google's Vertex AI and the powerful Gemini family of models. By constructing this system from the ground up, you'll gain a deep understanding of its inner workings and the advantages of incorporating visual information into Retrieval Augmented Generation (RAG). This hands-on experience equips you with the knowledge to customize and optimize your own multimodal question answering systems, unlocking new possibilities for knowledge discovery and reasoning.

If you register for a Learning Center lab, please ensure that you sign up for a Google Cloud Skills Boost account for both your work domain and personal email address. You will need to authenticate your account as well (be sure to check your spam folder!). This will ensure you can arrive and access your labs quickly onsite. You can follow this link to sign up!

Discover how Apigee and Advanced API Security can help you stay protected from OWASP Top 10 API Security risks, and how to adopt a layered API security approach using Apigee and Cloud Armor together. You’ll also see how Apigee can send API security incident information to Google SecOps for centralized triage and correlation, and serve as an enforcement point for Model Armor to sanitize prompts and responses for LLMs fronted by APIs.

In this hands-on lab, you'll explore data with BigQuery's intuitive table explorer and data insight features, enabling you to gain valuable insights without writing SQL queries from scratch. Learn how to generate key insights from order item data, query location tables, and interact with your data seamlessly. By the end, you’ll be equipped to navigate complex datasets and uncover actionable insights quickly and efficiently.

If you register for a Learning Center lab, please ensure that you sign up for a Google Cloud Skills Boost account for both your work domain and personal email address. You will need to authenticate your account as well (be sure to check your spam folder!). This will ensure you can arrive and access your labs quickly onsite. You can follow this link to sign up!