Getting started with Vector Embeddings with AlloyDB AI. In this codelab you will learn how to use AlloyDB AI by combining vector search with Vertex AI embeddings. We will go step by step loading data to the new created AlloyDB database, enable necesary extensions and testing vector search in combination with other data passing results to the Gen AI text model to make the answer relevat and combined with real data from the database.

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Discover how to build a customized, AI-powered Business Intelligence solution.In this hands-on workshop, you'll learn to integrate Looker, Gemini and Vertex AI, to: - Generate queries and visualizations effortlessly using natural language with Looker's AI Explore Assistant. - Extract instant insights from dashboards with AI-generated summaries and actions. - Understand the powered by Looker platform to build new data experiences with leveraging the entire Google Cloud ecosystem Join us and learn to architect innovative, AI-powered analytics with Looker and Vertex AI!

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The data landscape is evolving rapidly, with generative AI poised to revolutionize insight generation and data culture. Join experts from Databricks, MongoDB, Confluent, and Dataiku for an exclusive executive discussion on harnessing gen AI's transformative potential. We'll explore how to break down multicloud data silos, empowering informed decision-making and unlocking your data's full value with gen AI. Discover strategies for integrating gen AI, addressing challenges, and building a future-proof, innovation-driven data culture.

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We'll explore how integrating AI, serverless computing, data analytics, and APIs can revolutionize the retail landscape. Learn how Google Cloud Run, Apigee, BigQuery, and Vertex AI collaborate to create personalized shopping experiences, streamline operations, and drive sustainability. Key takeaways include implementing conversational AI for enhanced customer interaction, leveraging BigQuery for data-driven insights, and using Cloud Run for efficient, scalable retail solutions.

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Proactively defend your organization's cloud network with Google Cloud's machine learning-powered zero-trust architecture. This demo-packed session reveals the latest Cloud next-generation firewall (NGFW), Secure Web Proxy and Cloud Armor enhancements, partner integrations, and real-world use cases. Learn to neutralize unauthorized access, sensitive data loss, and other cloud attack vectors across public and hybrid cloud environments.

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In the face of unprecedented technological change and security threats, TD is unlocking business velocity through cloud transformation. Expecting more from its cloud provider, Google Cloud’s shared fate model has helped TD accelerate its transformation with peace of mind. Learn how TD is building out a next-generation computer, data, and generative AI platform designed to expand its business capabilities, create a next generation user experience, drive innovation, and enhance the bank’s security posture.

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TwoSigma will provide an overview of its research and AI/ML Platform. The Google Kubernetes Engine-based platform seamlessly integrates with popular frameworks like Ray, Spark, and Dask allowing researchers to test investment strategies. This session will focus on the platform's architecture and capabilities and highlight a recent integration with Google Cloud's Dynamic workload Scheduler and Kueue providing researchers on-demand access to A100 and H100 graphics processing units.

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Ask all your burning questions to Walter Reade, AKA "inversion" and D. Scully (Kaggle CEO). Learn about what happens behind the scenes at Kaggle and find out about the latest ML competitions, techniques, models, and more.

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Discover the art of minimizing AI infrastructure costs without compromising your product's quality. Learn from the Product Science founding team, experts who have helped top tech companies save millions of dollars on their infrastructure costs. This talk will delve into strategies for efficient resource scaling, cost-effective data management, and leveraging monitoring tools to identify savings opportunities. Whether you're overseeing large-scale AI operations or are in the early stages of development, gain valuable insights into balancing the latest AI advancements with economic efficiency.

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TCS will share our perspective on the role of responsible AI. We will provide an overview of how to infuse Responsible AI principles into the AI lifecycle to design, build and deploy responsible, ethical, and trustworthy AI. We will explore our offerings, combined with the power of Google Cloud’s tools. By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

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Artificial Intelligence is becoming a critical part of your organization's strategy. Businesses are waking up to the opportunities that AI can bring, as well as the massive task of taking advantage of them. Learn how AI and ML could become a part of your business and how Publicis Sapient and Google Cloud can help you harness the power of AI. By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

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Join us to learn customer-proven strategies for AI-powered innovation and modernization, leveraging the best of public cloud, edge, sovereign, and cross-cloud infrastructure and services. See how leaders are achieving real business outcomes faster and more cost-effectively in industries like retail, healthcare, and even the most stringent regulated industries. Plus, see how Gemini is dramatically simplifying and reimagining cloud as we know it.

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Generative AI is transforming the way organizations work, but successful deployment requires thoughtful architecture and design. Come and learn how Onix has helped several customers across different industries seamlessly integrate Gen AI solutions across Google Workspace and Google Cloud, achieving significant business and technical value for those organizations.

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Learn to build inclusive AI products that are accessible to people with a variety of neurocognitive needs, such as ADHD, autism, and dyslexia, and disabilities involving speech, sight, and hearing. While representation is critical, creating truly inclusive AI products requires a more comprehensive approach that addresses systemic barriers and fosters a culture of belonging, in order to make products more accessible. We’ll explore the challenges of and opportunities for creating AI products for everyone.

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As organizations look to embrace generative AI for their new digital experiences, they need industry-leading data & AI solutions. Join this interactive panel discussion with Manhattan Associates and Accenture to learn how they selected Google Cloud as their transformation partner. You will also hear how these organizations are building next-gen applications leveraging Google Cloud’s data & AI solutions.

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Join the founders and executives from AssemblyAI, Histowiz and Ideogram as they discuss their approach using cloud technology as they build and scale their startups. They’ll give their perspective on critical cloud decisions that can impact growth, including a single cloud vs multi-cloud approach, specialty cloud services like AI, Data & TPUs, and migration.

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Join us in this fireside chat with Phillipp Schmid, Technical Lead of Hugging Face, a collaboration platform for the machine learning community where anyone can share, explore, discover, and experiment with open-source ML. Phillipp will talk about the benefits of open source going into production with generative AI applications – everything from versioning, evaluating, monitoring, and data drift. He will highlight the challenges of evaluating large language models (LLMs), including what works today and where we need to improve. Join us for his thoughts on the role of cloud computing in accelerating AI and how Hugging Face is leveraging it to build an open, ethical, and collaborative AI future.

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Developers choose PostgreSQL for its power, ecosystem, and enterprise-grade features. In this session, unlock best practices for building apps of all kinds with PostgreSQL. We'll cover Google Kubernetes Engine deployments, pgvector for generative AI development, performance optimization with caching, essential observability strategies, and more.

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Research indicates that organizations that absorb generative AI fastest will see disproportionate business success. Accelerate and equip your organization to leverage generative AI by understanding a practical and pragmatic framework to build organizational muscle to drive business value. This workshop covers business use cases accelerated by Google Cloud solutions, showcases training opportunities across functional roles, and will include real time brainstorming and identification of actions.

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Gemini in Looker has made the most complex data actions simple, letting you chat with your business data. The latest advancements in Google's business intelligence (BI) suite bring insights to your users and customers, and form the basis of your own data-driven applications. This session will show you how we are building the future of BI with AI at the center, and keeping our focus on an open ecosystem that enables you to bring all your important data and share it with your teams – all driven by generative AI.

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Google stands at the forefront of innovation and AI across its many divisions. Hear from Google executives about the impact of the Gemini Era, how AI is shaping the future of business and how enterprise executives can boldly approach innovation.

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How are you getting products to market faster? How are you working with your CMO, CHRO and other line-of-business leaders to adopt AI for business value ? What kind of change management is needed? In this session, we dive into how teams are moving beyond tinkering with AI to foundational implementations that will drive better business outcomes and customer experiences.

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The democratization of AI has accelerated the development and deployment of powerful machine learning models. While this trend offers immense potential, it also raises critical concerns about security, privacy, and responsible AI governance. Join this session to learn how enterprises are using the Vertex AI platform to safely enable their organizations to build, customize, and use AI at scale.

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How generative AI and geospatial data is being applied by the world's leading organizations to help prepare for the new regulation changes. With enhanced supply chain transparency, we are using AI to make complex geospatial data understood by consumers so they can make more informed decisions on the environmental impact of their purchases. Learn how Earth Engine can be leveraged for businesses that need to verify claims of zero deforestation across their global supply chain.

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Learn how Stagwell, a global marketing group of over 50 agencies in more than 34 countries, is transforming its business on Google Cloud with SADA. Follow their business transformation journey as they fully embrace AI and evolve the world of marketing by bringing clients and marketers together with co-operated SaaS solutions.

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