talk-data.com talk-data.com

Event

Google Cloud Next '24

2024-04-09 Google Cloud Next Visit website ↗

Activities tracked

553

Google Cloud Next Conference (24)

Filtering by: AI/ML ×

Sessions & talks

Showing 326–350 of 553 · Newest first

Search within this event →

Build highly scalable generative AI apps with Vector Search and RAG

2024-04-10
session
Arindam Bhattacharya (Uber) , Josh Goldenberg (Google Cloud) , Eran Lewis (Google Cloud) , Clarence Kwei (Dow Jones)

Unlock the power of retrieval-augmented-generation (RAG) for generative AI apps with Vertex AI app builder platform. Vertex AI Vector Search powers blazingly fast embeddings retrieval for your search, recommendations, ad serving, and other gen AI applications. Multimodal embeddings scale your search across text, images, and other modalities. Customize your RAG pipeline with document understanding capabilities. With comprehensive offerings, Vertex AI makes building robust RAG systems easy.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Deep dive into Titanium: Google Cloud's tiered offload architecture

2024-04-10
session
Diwakar Gupta (Google Cloud) , Salil Suri (Google Cloud)

To extract the maximum performance, reliability and security out of every instance from enterprise applications to AI/ML, we built a cutting-edge system of custom silicon, security microcontrollers, and tiered scale-out offloads: Titanium. Titanium already underpins all of our latest compute instances. Join this session to see why Titanium matters, how it works, and how to maximize the benefit in your workloads.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Orchestrate generative AI with Workflows

2024-04-10
session
Mete Atamel (Google Cloud)

Workflows is a versatile service for orchestrating and automating microservices, business processes, data, and ML pipelines, including generative AI calls. Explore the benefits of using Workflows to orchestrate generative AI calls to Vertex AI. Dive into a demo showcasing how you can effortlessly orchestrate and parallelize generative AI calls, creating a map-reduce style workflow for summarizing large amounts of text.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

PyTorch/XLA for generative AI on Google Cloud TPUs and GPUs

2024-04-10
session
Philipp Schmid (Hugging Face) , Nisha Mariam Johnson (Google Cloud) , Sapir Weissbuch (Lightricks) , Milad Mohammadi (Google Cloud)

More generative AI models are built on PyTorch than on any other framework. We partner with Lightricks to share how PyTorch/XLA offers a performant, automatic compiler experience with all the ease-of-use and ecosystem benefits of PyTorch. Learn from Hugging Face as they share more about the latest features that improve PyTorch/XLA performance and usability on GPUs and TPUs.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Troubleshoot cloud applications in the AI era

2024-04-10
session
Benji Soto (Google Cloud) , Preston Holmes (Google Cloud)

Applications of all types continue to be born and migrated to the cloud. Managing and troubleshooting applications in these environments benefits from continuous improvements in both tools and techniques. But with these tools come growing complexity and volumes of information, alongside increased expectations for rapid resolution. In this session we review how to best combine modern operations on Google Cloud with AI assistance along the way provided by Gemini. Understand how AI helps you focus your effort where it can be most effective.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Startup Stories: Transforming Financial Services with Google Cloud AI

2024-04-10
session
Karen Zhang (Google Cloud) , Alberto Rizzoli (V7) , Petar Kramaric (Flybits) , Michael Cullum (Bud Financial)

Join us to learn how Generative AI is revolutionizing financial services. Hear how Flybits has found success developing unique AI use cases for financial organizations, how V7 Labs has integrated Gemini Pro into their LLM product and how Bud is using LLMs to drive hyper-personalization in banking.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Accelerating cloud-powered AI transformation on Google Cloud

2024-04-10
session
Rajan Padmanabhan (Infosys Limited)

Traditional enterprises can unlock their full potential and achieve transformative results by adopting a Cloud-first, AI-first approach. In this session, Infosys experts share a comprehensive blueprint powered by Infosys Topaz and Infosys Cobalt offerings on Google Cloud. Gain insights into the power of this dynamic duo and learn how Infosys is uniquely positioned to navigate enterprises through this transformative journey. By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

AI Powered Automation: An End-to-End Generative AI and Automation Lab with AutomationAnywhere

2024-04-10
session
Aaron Gleason (Automation Anywhere) , Max Cassidy (Automation Anywhere) , Micah Smith (Automation Anywhere)

Discover how low-code automation development and generative AI can work together to optimize business workflows. In this lab, we’ll equip attendees to rapidly automate business processes and use the Automation Success Platform to combine automation, AI, and other technologies to optimize workflows. Attendees will leave not only with new skills but inspiration about automation's immense potential.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Duet Your Data: Unleash AI Insights in 15 Minutes

2024-04-10
demo
Alice Keeler (AliceKeeler LLC)

Stuck staring at spreadsheets? Yearning for insights? Duet AI & Apps Script are your data dream team! ‍ In this lightning-fast session, we'll blitz through: Magic Data Extraction: Ditch copy-paste! Duet AI pulls data from emails & docs like magic.

Instant Insights: Stop sifting, Duet AI finds trends & generates summaries in seconds.

Dynamic Dashboards: Build interactive dashboards that respond to your clicks! Apps Script adds the customization magic.

Find the tools and inspiration to transform data drudgery into discovery.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Getting Started with MongoDB Atlas on Google Cloud

2024-04-10
session
Stanimira Vlaeva (MongoDB) , Shane McAllister (MongoDB)

Explore Mongodb Atlas — MongoDB’s developer data platform, and learn how to integrate it with various Google Cloud services. During this lab lounge, you will create a fully managed database deployment, set up serverless Triggers that react to database events, and build Atlas Functions to communicate with Google Cloud APIs.

Additionally, you will explore Google Cloud’s NLP APIs, perform sentiment analysis on incoming data, learn how to replicate operational datasets from MongoDB Atlas to BigQuery and build an ML model for classification.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

How IPRally built their ML platform on Ray and GKE

2024-04-10
demo
Nathan Beach (Google Cloud) , Juho Kallio (IPRally)

Learn how the patent search engine company IPRally created a custom compute platform to enable higher scale data processing and deep learning. The solution relies on Ray Core and Google Kubernetes Engine, and harvests the cheapest resources from all around the world. In addition to the efficiency, the goal was to build the best environment for machine learning R&D. This has been achieved with integration to Weights&Biases as the experiment tracking system. In this session, we’ll go through on a high level the solution. Please note: seating is limited and on a first-come, first served basis; standing areas are available

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Start Your Experiential AI Journey

2024-04-10
demo
Frank Torres (Google Cloud)

Experience the excitement of training and testing your first AI model in this interactive session. We'll make AI approachable and fun by guiding you through the initial steps of AI model training, followed by a game demonstrating the technology's potential. Join us for this Mini Talk at 'Meet the Experts, hosted by Google Cloud Consulting' at Expo. Seating is limited and on a first-come, first served basis; standing areas are available.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Accelerate research breakthroughs with AI

2024-04-09
session
Gerardo Castaneda (Advanced Research Projects Agency for Health) , Matthew Gunkel (UC Riverside) , Jesus Trujillo Gomez (Google Cloud) , Mr. Addis Walter O'Connor (Stanford University)

Artificial intelligence (AI) is poised to revolutionize the way we conduct research, leading to groundbreaking discoveries and transformative advancements in various fields. This panel discussion will explore the transformative power of AI in accelerating research breakthroughs, offering insights from leading public sector experts and practitioners.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Accelerate the value of generative AI with three secret ingredients

2024-04-09
session

As generative AI rapidly evolves, companies are increasingly focused on realizing its value in their work and operations. In this session, we’ll showcase three secret ingredients to help accelerate value creation: Personas, Patterns and Controls. Using our gen AI solution enabled by Vertex AI, we’ll show how developing user personas is the first step to success. Secondly, we’ll highlight examples of patterns that drive rapid reusability, consistency and reduced costs. Finally, we’ll demonstrate important governance controls that organizations need.

By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Achieve AI-powered, Zero Trust Advanced Maturity with Gmail and Google Workspace

2024-04-09
session
Neil Kumaran (Google Cloud) , Nikhil Sinha (Google Cloud) , Adam Currie (HCL)

In this session, you'll learn how a number of new, built-in, AI-powered data access and protection controls in Gmail, Google Drive, and across Google Workspace are helping enterprise and public sector organizations meet advanced and optimal levels of CISA's Zero Trust Maturity Model. We'll also discuss how Workspace's cloud-embedded, zero trust architecture is helping U.S. federal agencies comply with federal mandates of having a zero trust architecture by end of year. In this demo-packed session, we’ll share new security tools from Workspace including first-party and third-party integrations.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Bring it all together: Google's ecosystem powers the future of AI at work

2024-04-09
session
Anthony Biolatto (Sports Basement) , Jared Iwata (Google Cloud) , Kathy Young (Hackensack Meridian Health) , Manesh Patel (Sanmina)

Join industry leaders as they reveal strategies to help maximize business impact with Google Workspace, Pixel for Business, ChromeOS, and Android Enterprise. Get a firsthand account how Google’s ecosystem works better together to supercharge collaboration and productivity, drive business results, and shape the future of AI at work.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Build generative apps better and faster with Vertex AI

2024-04-09
session
Bali Mangat (Charles Schwab) , Guangsha Shi (Google Cloud) , Dimitris Meretakis (Google Cloud) , Mark Szarka (Deloitte Consulting LLP) , Kamal Khilnani (Charles Schwab)

Generative AI opens up new ways to build information processing workflows, search capabilities, and enterprise applications. This session introduces a suite of new Vertex APIs that are purpose-built to accelerate building your apps. We will cover common patterns like understanding complex documents, extracting and retrieving the most relevant information, and creating high-quality gen AI experiences grounded in your first and third-party data sources.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Founder series panel: Why AI unicorns are choosing Google Cloud

2024-04-09
session
Pankaj Dugar (AI21 Labs) , Dylan Fox (AssemblyAI) , Amit Zavery (Google Cloud) , Dave Ferrucci (Elemental Cognition)

Join Dylan Fox (Founder and CEO of AssemblyAI), Pankaj Dugar (Senior Vice President and General Manager of NA of AI21 Labs) and David Ferrucci (Founder and CEO of Elemental Cognition), 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 multicloud approach, specialty cloud services like AI, data and tensor processing units, and migration.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

From images to text, understand how Google can help build trustworthy AI

2024-04-09
session
Madeleine Elish (Google Cloud) , Vishal Sood (Typeface) , Neama Dadkhahnikoo (Google Cloud)

The world of generative AI brings with it both opportunities and perils. In this session, learn from Google Cloud responsible AI and product teams on what features, tools, strategies, and approaches are available to customers on Vertex AI to build trustworthy AI that works for everyone. The session will cover both text and image modalities.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

How leading software companies are innovating with BigQuery and generative AI

2024-04-09
session
Jean Ji (Google Cloud) , Tom Cannon (Google Cloud) , Steve Wilson (Exabeam) , Projjol Banerjea (Zeotap) , Rebecca Corliss (GrowthLoop)

Generative AI is a fundamental shift in how business operate, and analytics ISVs (independent software vendors) are at the forefront of that shift. Join this session to: - Learn how ISVs that are built with BigQuery are using gen AI to solve complex business problems and create new opportunities. - Explore real-world success stories where businesses are achieving significant results - Gain insights into emerging trends and challenges, and potential for your business

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

How to evaluate generative models for optimal business outcomes

2024-04-09
session
Irina Sigler (Google Cloud) , Stefano Frigerio (Generali) , Domenico Vitarella (Generali) , Ivan Nardini (Google Cloud) , Ivan Vigorito (Generali)

Evaluating the quality of a model’s responses relative to other models is a top challenge in deployment. Vertex AI makes this easier with new evaluation capabilities that help you assign a score to the quality of a model response. In this session, you will learn how to use evaluation tooling, best practices to set up your task-based evaluation framework, and how to use explanations to build trust in your evaluation.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Resilience redefined: How AI and geospatial technology drives smarter decisions

2024-04-09
session
Gregory Stuart (Broward Metropolitan Planning Organization) , Matthew Peacore (Southern California Edison (SCE)) , Anant Dinamani (Deloitte Consulting) , Mike Segala (Deloitte Consulting LLP)

Extreme weather events caused by climate volatility threaten infrastructure as never before. Learn from Broward County, Florida and Southern California Edison leaders who will reveal how public and private sector organizations are partnering with Deloitte and Google Cloud, leveraging geospatial capabilities and AI to improve infrastructure planning and monitoring, generate new insights, and create regional resilience for communities facing climate challenges today and tomorrow.

By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Under the hood: Redefining vector search for generative AI application development

2024-04-09
session
Yannis Papakonstantinou (Google Cloud) , Alan Li (Google) , Andrew Brook (Google Cloud)

Join our technical session delving into the innovative world of vector search and its pivotal role in generative AI app development. We’ll showcase the latest breakthroughs in query algorithms that leverage research insights from a decade of building vector search at Google scale. We’ll provide an in-depth exploration of the latest algorithms for vector search on AlloyDB and offer a glimpse into the future. Enterprise data is the key to gen AI and in this session we'll help you understand how to achieve the scale needed for critical workloads.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Workload-optimized and AI-powered infrastructure

2024-04-09
session
Jeff Welsch (Google Cloud) , Mark Lohmeyer (Google Cloud) , Srinath Reddy Meadusani (Salesforce) , Sushma Gundlapally (Salesforce)

Learn how you can improve performance, reliability, and efficiency with infrastructure optimized for all your workloads including AI. We’ll highlight new product innovations for our highly optimized systems, like AI Hypercomputer, meaningfully combine compute, storage, networking infrastructure, Titanium offloads, open software, and new consumption models. Plus see how generative AI assistance makes infrastructure design, operation, and optimization easier than ever.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Advancing Generative AI with Databricks on Google Cloud

2024-04-09
session
Margaret Amori (Databricks)

Explore the transformative power of Generative AI with Databricks on Google Cloud. Learn to integrate and leverage governed, sensitive data for real-world problem-solving, from advanced RAG applications to traditional challenges. With 88% of enterprises investing in Generative AI, discover how to swiftly develop and deploy tailored solutions, which could include Q&A bots and custom models. Gain insights from a customer’s experience and propel your organization into the forefront of AI innovation. By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.