AWS SageMaker AI technology page Top Builders

Explore the top contributors showcasing the highest number of AWS SageMaker AI technology page app submissions within our community.

AWS SageMaker

Amazon SageMaker is a fully-managed machine learning service that makes it easy for data scientists and developers to quickly and easily build, train, and deploy models into a production-ready hosted environment. It provides an integrated Jupyter notebook instance for convenient access to data sources for exploration and analysis, eliminating the need to manage servers. Additionally, it offers optimized common machine learning algorithms that are designed to function efficiently with large data sets in distributed environments. SageMaker also allows users to bring their own algorithms and frameworks and offers flexible distributed training that can be adapted to individual workflows. Models can be quickly deployed into a secure and scalable environment using the SageMaker Studio or the SageMaker console.

General
Relese date	November 29, 2017
Author	AWS
Type	Learning Service

AWS Amazon SageMaker Libraries

Discover the AWS Amazon SageMaker libraries and SDKs.

AWS Amazon SageMaker Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows
SageMaker Tutorials Machine Learning Tutorials with Amazon SageMaker

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AWS SageMaker AI technology page Hackathon projects

Discover innovative solutions crafted with AWS SageMaker AI technology page, developed by our community members during our engaging hackathons.

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.

AutoGuided Onboarding WebApp

AGO webApp is an AI-powered chatbot designed to streamline project management by centralizing communication, automating routine tasks, and providing real-time insights. Acting as a single point of contact for team members, stakeholders, and collaborators, it answers inquiries about project objectives, development phases, budgets, and evaluation plans, ensuring clarity and efficiency. By integrating with project management tools, calendars, and email systems, AGO webApp simplifies scheduling, sends automated reminders, and provides status updates, reducing administrative workload and enhancing productivity. Its AI-driven natural language processing ensures a seamless, interactive experience, allowing users to quickly access relevant information without delays. Beyond communication, AGO webApp enhances decision-making through data-driven insights. It collects user feedback, generates reports, and provides analytics that help project managers track progress, identify bottlenecks, and optimize resource allocation. Its secure and scalable architecture makes it adaptable for projects of various sizes and complexities. With its ability to improve collaboration, automate repetitive tasks, and provide actionable insights, AGO webApp transforms project management, making workflows more efficient, communication more effective, and teams more productive.

Act4City - Il ponte fra cittadini e PA

Problem I cittadini spesso incontrano difficoltà nel reperire informazioni o interagire in modo efficiente con la pubblica amministrazione. Allo stesso tempo, i comuni faticano a raccogliere feedback utili dai cittadini, portando a risposte lente e opportunità mancate per migliorare i servizi pubblici. Solution Act4City introduce agenti AI per colmare questa lacuna. Per i cittadini, un assistente su WhatsApp risponde in tempo reale alle domande utilizzando i dati estratti dal sito web di Ravenna. Le conversazioni vengono archiviate per analisi, consentendo ai comuni di affrontare le problematiche ricorrenti. Per le amministrazioni pubbliche, un chatbot web permette ai comuni di monitorare tendenze, raccogliere feedback e promuovere il dialogo con i cittadini, trasformando le interazioni in spunti utili. Target Audience La soluzione è pensata per le amministrazioni locali che desiderano migliorare l’interazione con i cittadini e semplificare la comunicazione, così come per i cittadini alla ricerca di risposte rapide e precise alle loro domande. Unique Features/Benefits Automated AI Assistance: i cittadini ricevono risposte immediate via WhatsApp, migliorando accessibilità e soddisfazione.. Citizen Digital Twin: i comuni ottengono preziose informazioni sui bisogni e le preoccupazioni dei cittadini attraverso l'analisi delle tendenze. Enhanced Dialogue: la piattaforma favorisce una conversazione bidirezionale, migliorando l'erogazione dei servizi pubblici e la trasparenza. Scalable Model: applicabile a diversi comuni per standardizzare e modernizzare le interazioni pubbliche. Questi flussi evidenziano come gli agenti AI semplifichino le interazioni tra cittadini e comuni, promuovendo una comunicazione più intelligente ed efficiente.

Tachiwin Indigenous Languages Translator

Tachiwin is an initiative aimed at building and developing Artificial Intelligence tools for Mexico’s indigenous and endangered languages. The goal is to provide their speakers and communities with tools available in other dominant languages, thereby balancing opportunities for development, access, and the use of technology. Additionally, it seeks to promote and revalue these languages and the knowledge of indigenous peoples who, until now, have been left behind in cutting-edge information technologies, all while maintaining a socially and ethically grounded vision. Developments Tutunakú-Spanish-English Translation Large Language Model We are among the first initiatives globally to achieve a language model for an indigenous language novel to the base model. In this phase, we have developed a pretrained and fine-tuned Llama 3.1 8b model, which, to the best of our knowledge, represents the first LLM implemented for a Mexican indigenous language. The model was trained using a custom instruction dataset containing translations between Tutunakú, Spanish, and English. We are currently preparing additional datasets to include Nahuatl, which will be released soon. This model now powers the new beta version of the Tachiwin Android App. The app has evolved from being a simple bilingual dictionary to a fully functional offline/online translator, enabling communities with limited internet access to use the tool offline or toggle between modes as needed.

ML-powered Malay Messaging Maker

Business Problem: MNCs lose $120 billion in annual revenue opportunities due to insufficient localization efforts in their promotions. Ineffective localization can hinge brand trust and cost brand reputation, while decreasing sales and customer acquisition. The Malay-speaking market is a strategic gateway to the broader Muslim market for MNCs. However, entering this market presents significant challenges, including lengthy agency hiring processes and potential cultural and religious misunderstandings. On top of that, traditional A/B testing is a slow and inefficient process, often taking 3-6 months to see the performance due to organizational bureaucracy and insufficient ML infrastructure. Content selection is frequently arbitrary and subjective, further complicated by the need for Malay language translation. Goals: To help businesses reach 290 mil. Malay speakers and enter the market with ease - leveraging ML-powered personalized messaging Solutions: Our plug-in platform automates the entire cross-cultural marketing process. From website analysis to message delivery, it ensures culturally sensitive communication with Malay speakers, eliminating the need for manual translation and human intervention. Technical approaches: - Use TogetherAI to preprocessed the dataset downloaded from HuggingFace - Fine-tuned Llama 3.2 using the refined dataset via TogetherAI - Used LlamaIndex to template prompts and execute the model

Memoir AI

Memoir AI is an innovative photo album assistant designed to revolutionize how we interact with our digital memories. Leveraging advanced artificial intelligence, Memoir AI offers a seamless, conversational interface that allows users to effortlessly search through their extensive photo collections. Users can upload entire photo albums, which are then meticulously organized and indexed by the AI, making it easier than ever to find specific moments. The app's intuitive design supports bulk uploads, ensuring that users can quickly and efficiently manage their photo libraries. With features like AI-driven tagging, facial recognition, and natural language search capabilities, Memoir AI not only enhances the accessibility of your photos but also adds a layer of personalization by allowing users to name and categorize faces within their albums. Our platform aims to provide a user-friendly experience, complete with the ability to integrate future features like linking to Google Photos and Apple Photos for even broader access. Through Memoir AI, we envision a future where your precious memories are always at your fingertips, organized and accessible through simple, conversational queries.