Exciting news for data enthusiasts and AI practitioners! 🚀 AWS has just released a comprehensive guide on building real-time streaming generative AI applications using cutting-edge services: 📊 Amazon Bedrock 🔄 Amazon Managed Service for Apache Flink 💾 Amazon Kinesis Data Streams This powerful combination allows you to: • Process continuous data streams in real-time • Leverage foundation models from leading AI companies • Perform advanced analytics like sentiment analysis on streaming data The blog post provides a detailed walkthrough, including: • A reference architecture • Step-by-step setup instructions • Sample code using AWS CDK • Practical example: Real-time sentiment analysis of movie reviews Whether you're working with IoT sensors, application logs, or clickstream data, this solution opens up new possibilities for deriving rapid insights from your streaming data.Ready to supercharge your real-time data processing with generative AI? Check out the full article for all the details! 👇 #AWS #GenerativeAI #DataStreaming #ApacheFlink #AmazonBedrock #RealTimeAnalytics
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Ex. AWS Ambassador | Lead Cloud Alliances Manager | Principal Solutions Architect | Full AWS-Certified (13/13) | First MLOps APN Competency in the World
Anomaly Detection in Streaming Time Series Data. 📈👀 Real-time anomaly detection is critical for monitoring systems and detecting problems early. This post from AWS shows how to build an anomaly detection system for time series data using Amazon Managed Streaming for Apache Flink. 🤖 The system uses a Markov Chain model and online learning to detect anomalies in real-time as new data arrives. This allows the model to adapt to changing data patterns over time. 📈🔁 Implementing this with Amazon Managed Streaming for Apache Flink and Amazon MSFA makes it scalable, fault-tolerant, and easy to deploy. Useful for monitoring IoT sensors, server metrics, and more! Check out the full post for code samples and a detailed architecture diagram. 👩💻 Let me know if you have any streaming data analytics needs! I'd be happy to discuss anomaly detection systems. 👋💬 https://lnkd.in/eZEDYEKA #aws #amazon #ai #artificialintelligence #bigdata #ml #machinelearning #dataanalytics #datascience #genai #generativeai #realtimedata #streamingdata #timeseriesdata #onlinelearning #apacheflink
Anomaly detection in streaming time series data with online learning using Amazon Managed Service for Apache Flink | Amazon Web Services
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BioPharma & HealthTech Competitive Strategy & Insights | Digital & AI Solutions | Gene & Cell Therapy | Vaccines
Thoughts on this? >> Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs >> Comment below! >>> lqventures.com #healthtech #AI #IoT #industry40 #mhealth
Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs
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Thoughts on this? >> Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs >> Comment below! >>> lqventures.com #IoT #industry40 #mhealth #healthtech #AI
Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs
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Your #AI assistant is only as smart 🤓 as your prompt. Here are 5 basic lessons on writing prompts that can turn Microsoft Copilot into an efficient and powerful AI assistant. 👇 What more can we teach you about Copilot? DM us to learn more. Microsoft Copilot
Five quick prompting tips to get more from your AI assistant
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Your #AI assistant is only as smart 🤓 as your prompt. Here are 5 basic lessons on writing prompts that can turn Microsoft Copilot into an efficient and powerful AI assistant. 👇 What more can we teach you about Copilot? DM us to learn more. Microsoft Copilot
Five quick prompting tips to get more from your AI assistant
dace2it.lll-ll.com
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If you are building a generative AI application: sharing a blog post I co-authored on AI agents. Per Forbes, agents are one of the key trends for generative AI in 2024. They are autonomous task fulfilling systems that can perform a set of real world actions based on inputs. E.g. "book a service appointment for my car". In this solution we implement agents for an IoT use-case, and compare approaches for building them.
Building a conversational AI assistant? Check out my latest blog, co-authored with Xiaohan (Sharon) Li and Kawsar Kamal, as we explore advanced routing techniques to enhance AI response capabilities. We compare the managed Agents for Amazon Bedrock service with the open-source LangChain framework, highlighting key differences in complexity, agility, and security. Read the blog: https://lnkd.in/gRKb3PbG GitHub Repository: https://lnkd.in/gJECq9C8 #AWS #MachineLearning #AI #TechBlog #GenAI #IoT
Enhance conversational AI with advanced routing techniques with Amazon Bedrock | Amazon Web Services
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It's amazing how much faster your dev team can churn out projects with NVIDIA AI Workbench. Have a look at the features that enable you to develop, collaborate on, and accelerate #AI and machine learning workflows anywhere. DM us to discuss the AI projects your dev team could finish faster with NVIDIA AI Workbench.
NVIDIA AI Workbench: Develop, collaborate on, and accelerate AI and machine learning workflows - from anywhere
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It's amazing how much faster your dev team can churn out projects with NVIDIA AI Workbench. Have a look at the features that enable you to develop, collaborate on, and accelerate #AI and machine learning workflows anywhere. DM us to discuss the AI projects your dev team could finish faster with NVIDIA AI Workbench.
NVIDIA AI Workbench: Develop, collaborate on, and accelerate AI and machine learning workflows - from anywhere
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NVIDIA and #Lenovo deliver AI power for the retailer's edge. 🛍️⚡ Read this eBook to learn how AI can improve customer experiences—and how Lenovo and NVIDIA deliver the power you need to harness AI at the edge. Contact Dace IT℠with Sense Traffic Pulse™ today for help with AI solutions.
Edge-AI Retail Restaurant eBook
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Get ready, Helsinki! The Qlik #AIRealityTour is coming to you! Join us for a transformative experience with AI on October 24. Discover how Qlik is shaping the future of business intelligence. Register now: https://lnkd.in/g9rHwqDP #AI #DataAnalytics #Qlik Lämpimästi tervetuloa mukaan!
Qlik AI reality Tour - Helsinki
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