A presentation that captures some basic ideas about connecting planning data with spending data, part of my OMB detail in support of the Obama Administration transparency and open Government goals.
The Talis Platform provides a cloud-based multi-tenant data storage service with RDF triplestore and unstructured data storage. It includes features for managing structured and unstructured data through RESTful APIs, extracting and augmenting data through services like search and SPARQL querying, and publishing Linked Data through hosting and public APIs. Current projects using the platform include hosting Linked Data from BBC, government data from the UK and EU, and supporting research into exploring Linked Data applications.
5 Ruby Gems in 10 minutes - Faraday, Hashie, Twitter, Diametric, and AdamantiumJustin Litchfield
5 Ruby Gems in 10 minutes
Presented at Austin.rb Feb 3, 2014.
Diametric, Twitter, Hashie, Faraday, and Adamantium were discussed along with their influence on thinking of how we deal with Ruby objects
The document provides details on data sizes for various projects worked on using Hadoop/Spark, including the Panera LLC Capacity Planning and Predictive Analytics projects, AT&T Insights production and non-production projects, a CTL data lake ingestion project, and an AT&T Telegence Mobility project. It notes that the total data size across all projects is approximately 52.5 TB, with unstructured data making up 36.2 TB (69%), structured data accounting for 9 TB (17%), and semi-structured data consisting of 7.3 TB (14%).
A Talk on the Graph Database with tutorials
Introduction to the Graph databases and Cypher Query Language
Comparison of the SQL and the Cypher implementations
The DBMS market trends focused on the Graph DBMS. The benefit of the Graph Database and its forecasted the growth rate. The Advice from the renowned market research institute.
The Talis Platform provides a cloud-based multi-tenant data storage service with RDF triplestore and unstructured data storage. It includes features for managing structured and unstructured data through RESTful APIs, extracting and augmenting data through services like search and SPARQL querying, and publishing Linked Data through hosting and public APIs. Current projects using the platform include hosting Linked Data from BBC, government data from the UK and EU, and supporting research into exploring Linked Data applications.
5 Ruby Gems in 10 minutes - Faraday, Hashie, Twitter, Diametric, and AdamantiumJustin Litchfield
5 Ruby Gems in 10 minutes
Presented at Austin.rb Feb 3, 2014.
Diametric, Twitter, Hashie, Faraday, and Adamantium were discussed along with their influence on thinking of how we deal with Ruby objects
The document provides details on data sizes for various projects worked on using Hadoop/Spark, including the Panera LLC Capacity Planning and Predictive Analytics projects, AT&T Insights production and non-production projects, a CTL data lake ingestion project, and an AT&T Telegence Mobility project. It notes that the total data size across all projects is approximately 52.5 TB, with unstructured data making up 36.2 TB (69%), structured data accounting for 9 TB (17%), and semi-structured data consisting of 7.3 TB (14%).
A Talk on the Graph Database with tutorials
Introduction to the Graph databases and Cypher Query Language
Comparison of the SQL and the Cypher implementations
The DBMS market trends focused on the Graph DBMS. The benefit of the Graph Database and its forecasted the growth rate. The Advice from the renowned market research institute.
O documento fala sobre como as "pausas" na vida, como provações e planos fracassados, na verdade ajudam a compor a melodia da vida, assim como as pausas na música ajudam a definir a melodia. Embora as pausas não contenham música, elas preparam para a nota seguinte e aprimoram a aprendizagem. Devemos confiar que Deus dirige sábiamente essas pausas para nosso bem.
This document summarizes an E-commerce Europe presentation on e-commerce trends. The presentation covers 5 megatrends in e-commerce: 1) the convergence of all channels, 2) the internet of things, 3) the powerful super consumer, 4) the rise of the sharing economy, and 5) increased global competition. It also provides data on e-commerce growth rates in Europe and Belgium and reviews strategies for companies to compete against large players like Amazon.
Clinical Quality Linked Data on health.data.govGeorge Thomas
This document provides an overview of the Clinical Quality Linked Data (CQLD) project at CMS. It discusses key concepts of linked data including using URIs to identify things and provide information about those things online. It describes CQLD's conventions for assigning URIs to clinical concepts and data. CQLD aims to create a linked data "cloud" that integrates clinical quality data from various health organizations using common standards like RDF and SPARQL to enable new applications and insights.
App's, innovation boulevards, free-wifi, ... Heel wat interessante 'nieuwe' technologiën bieden zich aan. Maar wat zijn de mogelijkheden en hoe kan je het introduceren.
Presentatie 'Shop&go' door Axel Weydts - Kortrijk
The document discusses the profession of IT architecture, describing the challenges of understanding what architecture is and the different roles of architects. It explores how architecture fits into an organization, covering areas like business, information, and technology architecture. Additionally, it examines the various architect roles including enterprise, domain, solution, and technical architects as well as the skills and focus required for each.
This document outlines several use cases for data transformation and processing on data.gov.uk. It describes how XML data is transformed to RDF using XSLT with parameters. It also discusses on-the-fly data transformations and complex nested data processing pipelines that include multiple steps like data enrichment. The challenges of representing provenance for non-digital and heterogeneous data from different systems are also summarized.
The document describes the PLAZI Markup System, which includes tools for semantically enhancing biodiversity literature. The GoldenGATE Editor allows for interactive markup of documents to extract structured information like treatments, taxon names, and citations. The PLAZI Server stores the marked-up documents and makes extracted information searchable through the PLAZI Search Portal. External data sources help annotate names and citations in the documents. The goal is to facilitate access to biodiversity knowledge in literature.
From Web 2.0 to the Semantic Web: Bridging the Gap in the Newsmedia IndustryJoel Amoussou
The document discusses bridging the gap between traditional news media and the semantic web. It outlines how news content on the web has evolved from HTML to using APIs and standards like RSS, XML, and RDF. Linking news content to external semantic web data sources using techniques like SKOSification and entity extraction could unlock new revenue opportunities by enhancing findability and relevance for professional audiences. This could help news organizations transition from free to paid content models in the current economic environment.
The document discusses data ecosystems and how FME (Feature Manipulation Engine) can help with interoperability challenges. It describes how data flows through different environments like clouds, data stores, and visualization tools. It then discusses challenges like different data formats, models, schemas, and quality issues. Finally, it summarizes that FME can help soar above barriers with over 400 supported formats and capabilities like translation, transformation, integration, validation, and more to help share data across diverse systems.
Architecture Patterns for Semantic Web Applicationsbpanulla
This document provides an overview of non-relational database (NoSQL) architectures and patterns for semantic web applications. It discusses NoSQL key-value and graph databases as alternatives to relational databases for domains where schemas change rapidly or data is sparse. It also covers semantic web technologies like RDF, OWL, SPARQL and linked data for representing information and relationships in a machine-readable way. The document uses examples to illustrate concepts like modeling bookmark data from a social bookmarking site in RDF and querying it with SPARQL.
Implementing the Open Government Directive using the technologies of the Soci...George Thomas
This presentation demonstrates the use of Semantic Web technologies with Social Networking tools, considering metadata specifications as Social Media. Example ontologies and instance data from the Capital Planning and Investment Control and Business Motivation are created that link 'what' (Agency IT investments) with 'why' (Agency goals and objectives), using a simple linking ontology. Knowledge Workers use a Semantic Halo Mediawiki to curate the data.
Presentation to discuss major shift in enterprise data management. Describes movement away from older hub and spoke data architecture and towards newer, more modern Kappa data architecture
The document describes Pelorus, a semantic web application platform developed by Clark & Parsia. Pelorus aims to ease the process of prototyping and assessing semantic web technologies for enterprises by providing an integrated development stack. It includes components like PelletServer for reasoning over ontologies, a semantic ETL toolkit to transform data into RDF, and Annex for publishing linked data. Pelorus handles steps from ontology development to application creation to reduce barriers to exploring semantic web approaches. The goal is to allow users to add their data and automatically generate a working application for data integration and analysis.
Structured Dynamics provides 'ontology-driven applications'. Our product stack is geared to enable the semantic enterprise. The products are premised on preserving and leveraging existing information assets in an incremental, low-risk way. SD's products span from converters to authoring environments to Web services middleware and to eventual ontologies and user interfaces and applications.
Information Extraction and Linked Data CloudDhaval Thakker
The document discusses Press Association's semantic technology project which aims to generate a knowledge base using information extraction and the Linked Data Cloud. It outlines Press Association's operations and workflow, and how semantic technologies can be used to develop taxonomies, annotate images, and extract entities from captions into an ontology-based knowledge base. The knowledge base can then be populated and interlinked with external datasets from the Linked Data Cloud like DBpedia to provide a comprehensive, semantically-structured source of information.
One Slide Overview: ORCL Big Data Integration and GovernanceJeffrey T. Pollock
This document discusses Oracle's approach to big data integration and governance. It describes Oracle tools like GoldenGate for real-time data capture and movement, Data Integrator for data transformation both on and off the Hadoop cluster, and governance tools for data preparation, profiling, cleansing, and metadata management. It positions Oracle as a leader in big data integration through capabilities like non-invasive data capture, low-latency data movement, and pushdown processing techniques pioneered by Oracle to optimize distributed queries.
Modern data management using Kappa and streaming architectures, including discussion by EBay's Connie Yang about the Rheos platform and the use of Oracle GoldenGate, Kafka, Flink, etc.
O documento fala sobre como as "pausas" na vida, como provações e planos fracassados, na verdade ajudam a compor a melodia da vida, assim como as pausas na música ajudam a definir a melodia. Embora as pausas não contenham música, elas preparam para a nota seguinte e aprimoram a aprendizagem. Devemos confiar que Deus dirige sábiamente essas pausas para nosso bem.
This document summarizes an E-commerce Europe presentation on e-commerce trends. The presentation covers 5 megatrends in e-commerce: 1) the convergence of all channels, 2) the internet of things, 3) the powerful super consumer, 4) the rise of the sharing economy, and 5) increased global competition. It also provides data on e-commerce growth rates in Europe and Belgium and reviews strategies for companies to compete against large players like Amazon.
Clinical Quality Linked Data on health.data.govGeorge Thomas
This document provides an overview of the Clinical Quality Linked Data (CQLD) project at CMS. It discusses key concepts of linked data including using URIs to identify things and provide information about those things online. It describes CQLD's conventions for assigning URIs to clinical concepts and data. CQLD aims to create a linked data "cloud" that integrates clinical quality data from various health organizations using common standards like RDF and SPARQL to enable new applications and insights.
App's, innovation boulevards, free-wifi, ... Heel wat interessante 'nieuwe' technologiën bieden zich aan. Maar wat zijn de mogelijkheden en hoe kan je het introduceren.
Presentatie 'Shop&go' door Axel Weydts - Kortrijk
The document discusses the profession of IT architecture, describing the challenges of understanding what architecture is and the different roles of architects. It explores how architecture fits into an organization, covering areas like business, information, and technology architecture. Additionally, it examines the various architect roles including enterprise, domain, solution, and technical architects as well as the skills and focus required for each.
This document outlines several use cases for data transformation and processing on data.gov.uk. It describes how XML data is transformed to RDF using XSLT with parameters. It also discusses on-the-fly data transformations and complex nested data processing pipelines that include multiple steps like data enrichment. The challenges of representing provenance for non-digital and heterogeneous data from different systems are also summarized.
The document describes the PLAZI Markup System, which includes tools for semantically enhancing biodiversity literature. The GoldenGATE Editor allows for interactive markup of documents to extract structured information like treatments, taxon names, and citations. The PLAZI Server stores the marked-up documents and makes extracted information searchable through the PLAZI Search Portal. External data sources help annotate names and citations in the documents. The goal is to facilitate access to biodiversity knowledge in literature.
From Web 2.0 to the Semantic Web: Bridging the Gap in the Newsmedia IndustryJoel Amoussou
The document discusses bridging the gap between traditional news media and the semantic web. It outlines how news content on the web has evolved from HTML to using APIs and standards like RSS, XML, and RDF. Linking news content to external semantic web data sources using techniques like SKOSification and entity extraction could unlock new revenue opportunities by enhancing findability and relevance for professional audiences. This could help news organizations transition from free to paid content models in the current economic environment.
The document discusses data ecosystems and how FME (Feature Manipulation Engine) can help with interoperability challenges. It describes how data flows through different environments like clouds, data stores, and visualization tools. It then discusses challenges like different data formats, models, schemas, and quality issues. Finally, it summarizes that FME can help soar above barriers with over 400 supported formats and capabilities like translation, transformation, integration, validation, and more to help share data across diverse systems.
Architecture Patterns for Semantic Web Applicationsbpanulla
This document provides an overview of non-relational database (NoSQL) architectures and patterns for semantic web applications. It discusses NoSQL key-value and graph databases as alternatives to relational databases for domains where schemas change rapidly or data is sparse. It also covers semantic web technologies like RDF, OWL, SPARQL and linked data for representing information and relationships in a machine-readable way. The document uses examples to illustrate concepts like modeling bookmark data from a social bookmarking site in RDF and querying it with SPARQL.
Implementing the Open Government Directive using the technologies of the Soci...George Thomas
This presentation demonstrates the use of Semantic Web technologies with Social Networking tools, considering metadata specifications as Social Media. Example ontologies and instance data from the Capital Planning and Investment Control and Business Motivation are created that link 'what' (Agency IT investments) with 'why' (Agency goals and objectives), using a simple linking ontology. Knowledge Workers use a Semantic Halo Mediawiki to curate the data.
Presentation to discuss major shift in enterprise data management. Describes movement away from older hub and spoke data architecture and towards newer, more modern Kappa data architecture
The document describes Pelorus, a semantic web application platform developed by Clark & Parsia. Pelorus aims to ease the process of prototyping and assessing semantic web technologies for enterprises by providing an integrated development stack. It includes components like PelletServer for reasoning over ontologies, a semantic ETL toolkit to transform data into RDF, and Annex for publishing linked data. Pelorus handles steps from ontology development to application creation to reduce barriers to exploring semantic web approaches. The goal is to allow users to add their data and automatically generate a working application for data integration and analysis.
Structured Dynamics provides 'ontology-driven applications'. Our product stack is geared to enable the semantic enterprise. The products are premised on preserving and leveraging existing information assets in an incremental, low-risk way. SD's products span from converters to authoring environments to Web services middleware and to eventual ontologies and user interfaces and applications.
Information Extraction and Linked Data CloudDhaval Thakker
The document discusses Press Association's semantic technology project which aims to generate a knowledge base using information extraction and the Linked Data Cloud. It outlines Press Association's operations and workflow, and how semantic technologies can be used to develop taxonomies, annotate images, and extract entities from captions into an ontology-based knowledge base. The knowledge base can then be populated and interlinked with external datasets from the Linked Data Cloud like DBpedia to provide a comprehensive, semantically-structured source of information.
One Slide Overview: ORCL Big Data Integration and GovernanceJeffrey T. Pollock
This document discusses Oracle's approach to big data integration and governance. It describes Oracle tools like GoldenGate for real-time data capture and movement, Data Integrator for data transformation both on and off the Hadoop cluster, and governance tools for data preparation, profiling, cleansing, and metadata management. It positions Oracle as a leader in big data integration through capabilities like non-invasive data capture, low-latency data movement, and pushdown processing techniques pioneered by Oracle to optimize distributed queries.
Modern data management using Kappa and streaming architectures, including discussion by EBay's Connie Yang about the Rheos platform and the use of Oracle GoldenGate, Kafka, Flink, etc.
Enterprise Content Management Migration Best Practices Feat Migrations From...Alfresco Software
www.alfresco.com/about/events/ondemand (for full webinar)
Technology Services Group (TSG) discusses a recent project showcasing a migration effort from SharePoint 2003 to Alfresco.
TSG has extensive content migration experience and is able to understand and meet complex migration requirements by leveraging their OpenSource migration framework, OpenMigrate.
This webinar will include various Alfresco migration success stories (like Documentum to Alfresco)...
as well as an architectural overview of their open source migration tool - OpenMigrate.
Towards an architecture and adoption process for Linked Data technologies in ...Jose Emilio Labra Gayo
The document proposes an architecture and adoption process for implementing Linked Data technologies at the Library of Congress of Chile. It describes applying the approach to publish over 300,000 norms and their relationships as Linked Data. Key aspects included developing domain ontologies, modeling the data as RDF graphs, implementing SPARQL and update services, and creating documentation and visualization tools. The process provides a methodology for public institutions to publish their data as Linked Open Data.
Towards a rebirth of data science (by Data Fellas)Andy Petrella
Nowadays, Data Science is buzzing all over the place.
But what is a, so-called, Data Scientist?
Some will argue that a Data Scientist is a person able to report and present insights in a data set. Others will say that a Data Scientist can handle a high throughput of values and expose them in services. Yet another definition includes the capacity to create meaningful visualizations on the data.
However, we enter an age where velocity is a key. Not only the velocity of your data is high, but the time to market is shortened. Hence, the time separating the moment you receive a set of data and the time you’ll be able to deliver added value is crucial.
In this talk, we’ll review the legacy Data Science methodologies, what it meant in terms of delivered work and results.
Afterwards, we’ll slightly move towards different concepts, techniques and tools that Data Scientists will have to learn and appropriate in order to accomplish their tasks in the age of Big Data.
The dissertation is closed by exposing the Data Fellas view on a solution to the challenges, specially thanks to the Spark Notebook and the Shar3 product we develop.
1. The document discusses 10 trends in data and analytics for 2020 and beyond, including the rise of data spiders, bots, and natural language processing to automate data discovery, pipelines, and analytics.
2. Organizations will need to offer data literacy programs as data skills become more important, and establish ways to measure their analytics maturity over time.
3. The convergence of digital transformation and data will see the roles of Chief Data Officer and Chief Digital Officer combine their objectives, as data plays a central role in digital strategies.
Spatial ETL For Web Services-Based Data SharingSafe Software
Spatial ETL is a process that extracts, transforms, and loads spatial data to enable data sharing through web services. It supports various spatial data formats and sources. Spatial ETL can transform and integrate data from multiple sources into a single data model and output format. It then loads and publishes the data to make it available through web services for use in applications and by consumers on demand. Spatial ETL plays a key role in enabling organizations to leverage web services and share their spatial data.
Pecha Kucha presentation on MarkLogic for Digital Media metadata. Pecha Kucha is a format with 20 slides, each slide intended to be 20 seconds. In this presentation I outline the case for better asset metadata access and search and show examples of MarkLogic Server in action with digital assets.
This document summarizes an agenda for a session on open health knowledge graphs. The session will:
1) Introduce the business value of linked data and how it enables integration across disparate data publishers.
2) Describe the healthdata.gov platform and new functionality to programmatically expose tabular and graph data.
3) Set the context for follow-up sessions reviewing developer challenges and opportunities to contribute to healthdata.gov as a knowledge graph.
Realizing the GPRAMA using Government Linked DataGeorge Thomas
This presentation was given at the 2011 DoD symposium on SOA & Semantic Technology, and demonstrates the use of open standard metadata tags to implement the Government Performance and Results Act Modernization Act (GPRAMA) using topical examples like cloud computing, and the meaningful use of electronic health record exchanges.
This is a presentation given for a HealthData.gov Developer Challenge; see
http://www.health2con.com/devchallenge/health-data-platform-metadata-challenge/
and/or
http://www.health2con.com/devchallenge/health-data-platform-simple-sign-on-challenge/
(both links contain the same embedded video and deck)
1. George Thomas from the HHS OCIO discussed the health knowledge graph (GKG) which models relationships between things to help systems like Watson, Siri understand context.
2. He advocated for an open health knowledge graph to integrate health data from sources like healthdata.gov and link datasets.
3. The graph would use common schemas like schema.org and provide tools for users to edit, curate and link data.
HDI III - Healthdata.gov - Now, Next and ChallengesGeorge Thomas
This is a presentation that will be given at the 2012 Health Datapalooza (http://hdiforum.org), describing the new healthdata.gov site, its PaaS/DaaS direction, and related i2/ONC developer challenges.
This document summarizes efforts to publish clinical quality data from health.data.gov as linked open data. It describes releasing metadata and data from the Hospital Compare project as RDF using vocabularies like VoID, FOAF and DC. Tools like Google Refine, Top Braid Composer and Virtuoso were used to transform, model and serve the data. A community of practice seeks to evolve standards and share best practices for publishing government linked data.
This document proposes a project called Learn By Doing (LBD) to demonstrate an "Acquisition 2.0" approach to cloud computing procurement. The LBD project would involve standing up a hybrid cloud using open source software to provide infrastructure and platform services. This cloud environment would serve as an "innovation sandbox" and procurement example. The project aims to help agencies better understand cloud types and procurement while providing a working system to develop requirements and contracting documents in collaboration with stakeholders.
The document discusses the evolution of the web from a web of linked documents to a web of linked data. It explains that the data web uses the Resource Description Framework (RDF) to create custom link types between data in triples. By linking open government data, agencies can automatically infer relationships and integrate disparate data sources. When combined with social aspects, the social data web allows collaboration to enhance data quality.
The document discusses using Web Oriented Architecture (WOA) principles and technologies to improve transparency, collaboration, and information sharing through publishing and linking government data on the Web. It describes exposing raw data and semantically enriched structured data as public records. Technologies that enable interoperability across disparate data sources for large-scale data federation are also described. Finally, the applicability of the proposed solution architecture to existing frameworks is discussed.
The document discusses using semantic web technologies like linked data and vocabularies to integrate government data on Data.gov. It describes how common and domain-specific vocabularies can be used along with URI schemes to connect related data across agencies. Interlinking vocabularies allow integration of metadata and data without changing existing schemas. Social media features could be added to make vocabularies and data function as social objects that users can annotate and discuss.
This presentation is the culmination of my detail to the E-Government Office in the US Office of Management and Budget and the work I did to evolve and mature initiatives like recovery.gov and data.gov.
The document discusses a proposed solution architecture for exposing and analyzing government data using Web-oriented architecture principles. Key points include:
1) Describing technologies for exposing raw data and publishing structured data on the web for access and analysis.
2) Enabling interoperability across published data sources to achieve large-scale data federation.
3) Consuming and transforming data using widgets and services for interactive use and integration by stakeholders.
4) Leveraging cloud computing for web-scale business intelligence and data archive analysis.
The document discusses plans for an open government project to create a transparent and accessible system for tracking federal spending through recovery efforts using semantic web and linked open data technologies. Key aspects include exposing financial and award data in multiple formats, modeling financial and project lifecycles as concepts, integrating data from multiple sources using graph databases, and leveraging open source tools and crowdsourcing to build reusable components and dashboards.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.