Using DataRobot to build models for Diabetes dataset, Bodyfat dataset and income dataset. Finding the best model and practicing machine learning skill.
This presentation was provided by Ranti Junus of Michigan State University as part of the 11th Annual NISO-BISG Forum, Ensuring the Integrated Information Experience, held on June 23 during ALA 2017 in Chicago.
"What Are We Doing With Our Data?" was presented as part of #S13: Embodied Data,at ACH 2019, the inaugural conference from the Association for Computers and the Humanities on Friday, July 26, 2019 in Pittsburgh, Pennsylvania.
I believe that many young peoples spending too much time on searching information from the web. In Ethiopia it is not well researched the average time we spend per day. The worst case is organizing the information will take triple time. That is why unless we use our priceless time properly, the effects of information overload is multi-dimensional.
Using DataRobot to build models for Diabetes dataset, Bodyfat dataset and income dataset. Finding the best model and practicing machine learning skill.
This presentation was provided by Ranti Junus of Michigan State University as part of the 11th Annual NISO-BISG Forum, Ensuring the Integrated Information Experience, held on June 23 during ALA 2017 in Chicago.
"What Are We Doing With Our Data?" was presented as part of #S13: Embodied Data,at ACH 2019, the inaugural conference from the Association for Computers and the Humanities on Friday, July 26, 2019 in Pittsburgh, Pennsylvania.
I believe that many young peoples spending too much time on searching information from the web. In Ethiopia it is not well researched the average time we spend per day. The worst case is organizing the information will take triple time. That is why unless we use our priceless time properly, the effects of information overload is multi-dimensional.
Take a hybrid approach to garner the benefits of the public cloud while meeting the security and performance requirements of a private cloud.
Learn how customer, BlackLine, turned risk into growth with NetApp's hybrid cloud solutions: http://nt-ap.com/1DWvQhM
From modern transportation to monetary infrastructures, we depend on data to power global systems. Take a quick glimpse at what our lives would look like without data.
Learn more about our products and solutions here: http://www.netapp.com/us/
[NetApp] Managing Big Workspaces with Storage MagicPerforce
If you work with large volumes of data—multimedia assets, video game art, or firmware designs—you understand the pain of trying to quickly get a copy of source and build assets. But if you have the right storage system, you can be up and running with a new Perforce workspace in minutes instead of hours. See a simple procedure for fast workspace cloning using a few Perforce commands and NetApp FlexClone.
Why do you work for IT in the 21st century? We asked NetApp IT employees from all corners of the world to share why they like to come to work each day and compiled them into an infographic.
CloudBridge and NetApp Storage Solutions - The Killer AppNetApp
Among the largest pain points for most businesses are data storage and backup. Learn about the value and best practices of deploying Citrix CloudBridge to help optimize NetApp SnapMirror storage replication.
Making data work for providers, patients, payers, and population health. In healthcare, using this data in meaningful ways has the potential for people to live longer healthier lives.
Be sure to check out NetApp's healthcare solutions page: http://www.netapp.com/us/solutions/industry/healthcare/
Here are highlights from a CIO survey that shows the changing IT landscape in the era of the hybrid cloud, the most common data management challenges faced by organizations and how a data fabric can help.
Financial services IT has focused on security and regulatory compliance in recent years. Now, more and more financial service companies are leveraging data in innovation to better serve customers worldwide.
We are celebrating 5 years of FlexPod with Cisco! See what we have achieved, what is in store the future and more in this graphic.
Learn more about FlexPod:
NetApp - http://www.netapp.com/us/solutions/flexpod/
Cisco - http://www.cisco.com/c/en/us/solutions/data-center-virtualization/flexpod/index.html
In 1995, NetApp was a two-year-old company making its debut on the NASDAQ stock exchange. Over the course of the past 20 years, the world of data has experienced a few changes.
Leading organizations worldwide count on NetApp for software, systems and services to manage and store their data. Customers value our teamwork, expertise and passion for helping them succeed now and into the future. To learn more visit www.netapp.com.
Take a hybrid approach to garner the benefits of the public cloud while meeting the security and performance requirements of a private cloud.
Learn how customer, BlackLine, turned risk into growth with NetApp's hybrid cloud solutions: http://nt-ap.com/1DWvQhM
From modern transportation to monetary infrastructures, we depend on data to power global systems. Take a quick glimpse at what our lives would look like without data.
Learn more about our products and solutions here: http://www.netapp.com/us/
[NetApp] Managing Big Workspaces with Storage MagicPerforce
If you work with large volumes of data—multimedia assets, video game art, or firmware designs—you understand the pain of trying to quickly get a copy of source and build assets. But if you have the right storage system, you can be up and running with a new Perforce workspace in minutes instead of hours. See a simple procedure for fast workspace cloning using a few Perforce commands and NetApp FlexClone.
Why do you work for IT in the 21st century? We asked NetApp IT employees from all corners of the world to share why they like to come to work each day and compiled them into an infographic.
CloudBridge and NetApp Storage Solutions - The Killer AppNetApp
Among the largest pain points for most businesses are data storage and backup. Learn about the value and best practices of deploying Citrix CloudBridge to help optimize NetApp SnapMirror storage replication.
Making data work for providers, patients, payers, and population health. In healthcare, using this data in meaningful ways has the potential for people to live longer healthier lives.
Be sure to check out NetApp's healthcare solutions page: http://www.netapp.com/us/solutions/industry/healthcare/
Here are highlights from a CIO survey that shows the changing IT landscape in the era of the hybrid cloud, the most common data management challenges faced by organizations and how a data fabric can help.
Financial services IT has focused on security and regulatory compliance in recent years. Now, more and more financial service companies are leveraging data in innovation to better serve customers worldwide.
We are celebrating 5 years of FlexPod with Cisco! See what we have achieved, what is in store the future and more in this graphic.
Learn more about FlexPod:
NetApp - http://www.netapp.com/us/solutions/flexpod/
Cisco - http://www.cisco.com/c/en/us/solutions/data-center-virtualization/flexpod/index.html
In 1995, NetApp was a two-year-old company making its debut on the NASDAQ stock exchange. Over the course of the past 20 years, the world of data has experienced a few changes.
Leading organizations worldwide count on NetApp for software, systems and services to manage and store their data. Customers value our teamwork, expertise and passion for helping them succeed now and into the future. To learn more visit www.netapp.com.
Interlinking Standardized OpenStreetMap Data and Citizen Science Data in the ...Werner Leyh
Abstract. The aim of this work is to explore the opportunities offered by
semantic standardization to interlink primary “spatial data” (GI) from “Open-
StreetMap” (OSM) with repositories of the “Linked Open Data Cloud” (LOD).
Research in natural sciences can generate vast amounts of spatial data, where
Wikidata could be considered as the central hub between more detailed natural
science hubs on the spatial semantic web. Wikidata is a world readable and
writable community-driven knowledge base. It offers the opportunity to collaboratively
construct an open access knowledge graph that spans biology,
medicine, and all other domains of knowledge. In this study, we discuss
the opportunities and challenges provided by exploring Wikidata as a central
integration facility by interlink it with OSM, a popular, community driven
collection of free geographic data. This is empowered by the reuse of terms
and properties from commonly understood controlled vocabularies that
represent their respective well-identified knowledge domains.
URL: https://www.springerprofessional.de/en/interlinking-standardized-openstreetmap-data-and-citizen-science/13302088
DOI: https://doi.org/10.1007/978-3-319-60366-7_9
Werner Leyh, Homero Fonseca Filho
University of São Paulo (USP), São Paulo, Brazil
WernerLeyh@yahoo.com
Intro of data analysis in healthcare for triple aimYaxing Liu
Have you ever heard of Triple Aim in healthcare? The slide briefly introduces how to turn millions of healthcare data into useful insights and predictions for Triple Aim. What aspects do we usually use data for analysis? Reports for enrollment and ED visits demonstrate the aspects you can dig into. What is the structure for claims? How to use quality measures? It also has emergency department (ED) visits as the example to show how to use the codes in claims to dig out ED visits. Lastly, it explains common diagnosis and procedure coding in healthcare, including ICD, CPT, and HCPCS.
Functional MRI using Apache Spark in Big Data ApplicationSivaSankari36
Technologies for ascendable investigation of terribly massive datasets have emerge within the domain of web computing, however are still seldom utilized in neuroimaging despite the existence of knowledge and analysis queries in want of economical computation tools particularly in fMRI
AI in the Singapore Health and Public SectorAshley Khor
A 9min overview of how Singapore has leveraged AI for its smart nation journey. Presented at AI Monday organised by the Finnish Business Council on 4 March 2019
Pouring the Foundation: Data Management in the Energy IndustryDataWorks Summit
At CenterPoint Energy, both structured and unstructured data are continuing to grow at a rapid pace. This growth presents many opportunities to deliver business value and many challenges to control costs. To maximize the value of this data while controlling costs, CenterPoint Energy created a data lake using SAP HANA and Hadoop. During this presentation, CenterPoint will discuss their journey of moving smart meter data to Hadoop, how Hadoop is allowing CenterPoint to derive value from big data and their future use case road map.
This paper describes the NHS National Innovation Centre's Linked Data initiative. A discussion on the OHIO (Open Health Innovation Ontology) is also provided.
Healthcare ecosystem is witnessing a huge transformation lately propelled by improved care and patient outcomes as the critical drivers, in addition mobile technology and IoT are leading the way for innovation in the healthcare industry, by integration sensor network such as Beacons, NFC, RFID etc.. that will play an important roles to improvise the quality of services in Intelligent Healthcare sectors .
Similar to NetApp Enabling the U.S. Public Sector (20)
DevOps the NetApp Way: 10 Rules for Forming a DevOps TeamNetApp
Does your enterprise IT organization practice DevOps without a common team approach? To create a standardized way for development and operations teams to work together at NetApp, the IT team differentiates a DevOps team from a regular development team based on these 10 rules.
Spot Lets NetApp Get the Most Out of the CloudNetApp
Prior to NetApp acquiring Spot.io, two of its IT teams had adopted Spot in their operations: Product Engineering for Cloud Volumes ONTAP test automation and NetApp IT for corporate business applications. Check out the results in this infographic.
NetApp has fully embraced tools that allow for seamless, collaborative work from home, and as a result was fully prepared to minimize COVID-19's impact on how we conduct business. Check out this infographic for a look at results from the new remote work reality.
4 Ways FlexPod Forms the Foundation for Cisco and NetApp SuccessNetApp
At Cisco and NetApp, seeing our customers succeed in their digital transformations means that we’ve succeeded too. But that’s only one of the ways we measure our performance. What’s another way? Hearing how our wide-ranging IT support helps Cisco and NetApp thrive. Here’s what makes FlexPod an indispensable part of Cisco’s and NetApp’s IT departments.
With the widespread adoption of hybrid multicloud as the de-facto architecture for the enterprise, organizations everywhere are modernizing to deliver tangible business value around data-intensive applications and workloads such as AI-driven IoT and Hyperledgers. Shifting from on-premises to public cloud services, private clouds, and moving from disk to flash – sometimes concurrently – opens the door to enormous potential, but also the unintended consequence of IT complexity.
With the widespread adoption of hybrid multicloud as the de facto IT architecture for the enterprise, organizations everywhere are modernizing to deliver tangible business value around data-intensive applications and workloads such as AI-driven IoT and indelible ledgers.
10 Reasons Why Your SAP Applications Belong on NetAppNetApp
NetApp has been supporting SAP for 20 years, delivering advanced solutions for SAP applications. Here are 10 reasons why your SAP applications belong on NetApp!
Redefining HCI: How to Go from Hyper Converged to Hybrid Cloud InfrastructureNetApp
The hyper converged infrastructure (HCI) market is entering a new phase of maturity. A modern HCI solution requires a private cloud platform that integrates with public clouds to create a consistent hybrid multi-cloud experience.
During this webinar, NetApp and an IDC guest speaker covered what led to the next generation of hyper converged infrastructure and which five capabilities are required to go from hyper converged to hybrid cloud infrastructure.
As we enter 2019, what stands out is how trends in business and technology are connected by common themes. For example, AI is at the heart of trends in development, data management, and delivery of applications and services at the edge, core, and cloud. Also essential are containerization as a critical enabling technology and the increasing intelligence of IoT devices at the edge. Navigating the tempests of transformation are developers, whose requirements are driving the rapid creation of new paradigms and technologies that they must then master in pursuit of long-term competitive advantage. Here are some of our perspectives and predictions for 2019.
Künstliche Intelligenz ist in deutschen Unter- nehmen ChefsacheNetApp
Einer aktuellen Umfrage des führenden Datenma- nagementspezialisten in der Hybrid Cloud NetApp zufolge gewinnt künstliche Intelligenz (KI) in deut- schen Unternehmen zunehmend an Relevanz.
Iperconvergenza come migliora gli economics del tuo ITNetApp
In this NetApp Webinar we present how NetApp HCI helps improve the economics of IT: accelerating and ensuring performance for each application, simplifying your Data Center and make your architecture more scalable by reducing waste, implementing and expanding your HCI infrastructure quickly and inexpensively, making your management even simpler and more intuitive, saving time and using the skills you already have in the company.
NetApp IT’s Tiered Archive Approach for Active IQNetApp
NetApp AutoSupport technology proactively monitors the health of NetApp systems installed at customer’s location and provides 24/7 actionable intelligence to optimize their storage environment. The amount of data received back to NetApp doubles approximately every 16 months. To manage the swelling waves of data to archive, NetApp IT sought a more flexible solution.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/