The presentation supported the speech by Matteo Sartori and Michele Gabusi (Data Scientists, Engineering Group’s Big Data & Analytics Competency Center) at EclipseDay Milano 2017.
Cogito Instruments brings embedded intelligence products to complement National Instruments' ecosystem. Cogito's products offer autonomous analytics capabilities that enable real-time, low-latency intelligence at the edge for industrial applications. Cogito is focused on applications that require small form factor, low power and cost solutions for distributed intelligence. Its key differentiator is massively parallel neural network hardware that can learn and classify patterns in real-time without cloud connectivity.
This document describes a new technology called Cogito that can enable truly intelligent machines. Cogito uses a neuromorphic approach to provide real-time learning and analytics with low and predictable latency in a scalable and compact package. It is energy and bandwidth efficient with an optimum cost of ownership. Cogito-enabled machines can learn and think. The technology provides an extremely fast, low power and low cost pattern learning and recognition solution that can be applied to industrial applications like visual inspection and predictive maintenance. It puts the cognitive power of a data center into a credit-card sized module.
Develop a framework for test execution for a White Box Switch based Packet monitoring product.The framework should enable rapid automation of test cases and should integrate with 3rd party packages.Should reduce the overall
regression test time.
Ringtail 8 E-Discovery Software By FTI TechnologyFTI Technology
http://www.FTItechnology.com/ The Ringtail 8 advantage. E-Discovery’s most complete document review and case management solution.
FTI Technology provides e-discovery software, services and consulting expertise to deliver smart solutions for our clients.
The document discusses some of the challenges business leaders face when adopting advanced analytics, including determining return on investment, trusting technology to make decisions, and managing organizational changes. It notes that ROI can come from both cost savings and revenue generation use cases, but there may be hidden project and lifecycle costs. Advanced analytics requires descriptive, predictive, and prescriptive models to build trust. Finally, the document compares centralizing analytics under a Chief Data Officer versus keeping functions decentralized, noting pros and cons of each approach including potential hidden costs of organizational changes or data management challenges.
The document is a resume for Ritesh Soni, a Data Analyst with 3 years of experience in data analytics and machine learning projects. Some of the key projects in the resume include developing anomaly detection models for industrial equipment monitoring using unsupervised machine learning, designing a PowerBI dashboard for real-time data visualization on the Azure cloud platform, and developing computer vision solutions for parking space utilization analysis and advertisement audience analytics. The resume highlights Ritesh's proficiency in Python, TensorFlow, Keras, and skills like exploratory data analysis, machine learning, and Azure IoT.
New opportunities for connected data : Neo4j the graph databaseCédric Fauvet
Neo4j English presentation based on the French one.
Agenda :
The gaph theory
About Neo Technology
Uses cases
Vision of the market
The Neo4j Technology
Cypher the Neo4j’s « SQL »
Customer intelligence - Building stronger relationship with your customersPascal Ly
As more and more data are been collected across an organization, it becomes important to know how to manipulate all those data and to be knowing if we are or not capturing the right data that would allow one to take wise business decision.
This presentation is an overview of what solution have we been able to come up with to tackle the challenge of Customer Experience
Cogito Instruments brings embedded intelligence products to complement National Instruments' ecosystem. Cogito's products offer autonomous analytics capabilities that enable real-time, low-latency intelligence at the edge for industrial applications. Cogito is focused on applications that require small form factor, low power and cost solutions for distributed intelligence. Its key differentiator is massively parallel neural network hardware that can learn and classify patterns in real-time without cloud connectivity.
This document describes a new technology called Cogito that can enable truly intelligent machines. Cogito uses a neuromorphic approach to provide real-time learning and analytics with low and predictable latency in a scalable and compact package. It is energy and bandwidth efficient with an optimum cost of ownership. Cogito-enabled machines can learn and think. The technology provides an extremely fast, low power and low cost pattern learning and recognition solution that can be applied to industrial applications like visual inspection and predictive maintenance. It puts the cognitive power of a data center into a credit-card sized module.
Develop a framework for test execution for a White Box Switch based Packet monitoring product.The framework should enable rapid automation of test cases and should integrate with 3rd party packages.Should reduce the overall
regression test time.
Ringtail 8 E-Discovery Software By FTI TechnologyFTI Technology
http://www.FTItechnology.com/ The Ringtail 8 advantage. E-Discovery’s most complete document review and case management solution.
FTI Technology provides e-discovery software, services and consulting expertise to deliver smart solutions for our clients.
The document discusses some of the challenges business leaders face when adopting advanced analytics, including determining return on investment, trusting technology to make decisions, and managing organizational changes. It notes that ROI can come from both cost savings and revenue generation use cases, but there may be hidden project and lifecycle costs. Advanced analytics requires descriptive, predictive, and prescriptive models to build trust. Finally, the document compares centralizing analytics under a Chief Data Officer versus keeping functions decentralized, noting pros and cons of each approach including potential hidden costs of organizational changes or data management challenges.
The document is a resume for Ritesh Soni, a Data Analyst with 3 years of experience in data analytics and machine learning projects. Some of the key projects in the resume include developing anomaly detection models for industrial equipment monitoring using unsupervised machine learning, designing a PowerBI dashboard for real-time data visualization on the Azure cloud platform, and developing computer vision solutions for parking space utilization analysis and advertisement audience analytics. The resume highlights Ritesh's proficiency in Python, TensorFlow, Keras, and skills like exploratory data analysis, machine learning, and Azure IoT.
New opportunities for connected data : Neo4j the graph databaseCédric Fauvet
Neo4j English presentation based on the French one.
Agenda :
The gaph theory
About Neo Technology
Uses cases
Vision of the market
The Neo4j Technology
Cypher the Neo4j’s « SQL »
Customer intelligence - Building stronger relationship with your customersPascal Ly
As more and more data are been collected across an organization, it becomes important to know how to manipulate all those data and to be knowing if we are or not capturing the right data that would allow one to take wise business decision.
This presentation is an overview of what solution have we been able to come up with to tackle the challenge of Customer Experience
Gdpr CCPA Why Benchmarks of Billions of rows are as meaningful as compliance ...Steven Meister
GDPR/CCPA …, Fortune C Levels, What has been communicated to you is NO LONGER accurate. Data Compliance with your volumes is now viable! BigDataRevealed’s Architecture and Methodologies combined with the latest Spark & Apache, have broken the Compliance/Scalability Code. Billions of rows can now be processed for Compliance in minutes to hours. Video Benchmarks Spreadsheet & Demo = https://youtu.be/VTZ16LcgLmU
Why is VASmalltalk a great possibility for doing IoT and edge computing?ESUG
VASmalltalk is a good fit for IoT and edge computing for several reasons. It supports true object-oriented programming, easy deployment, and incredible debugging capabilities like binary stack dumping and remote debugging. VASmalltalk also benefits from maturity, uniformity, transparent object-oriented persistency, good support for FFI and ARM, and the ability to access GPIOs and integrate with technologies like MQTT. The presentation provided an overview of why VASmalltalk's features make it a strong possibility for IoT and edge computing applications.
IoT in the Cloud: Build & Unleash the Value in your Renewable Energy SystemMark Heckler
Learn how to build scalable, self-sustaining Embedded Ecosystems powered by small-scale Renewable Energy systems...connect them to cloud services using Java Embedded, Cloud services, & JavaScript...and control them from desktop, mobile, & wearables!
NOTE: This is the condensed, 30-minute version of a longer talk & demonstration.
Overview of end-to-end lifecycle to productize and commercialize alternative datasets at S&P Global Market Intelligence
Benefits to discuss:
How S&P Market Intelligence develops new alternative datasets
How S&P Market Intelligence develops robust production processes for alternative data
S&P Global Market Intelligence GTM strategy and capabilities to sell alternative data
Patient Care is a new health solution offered by Nokia that enables remote monitoring of patients. Biomedical signals collected via smart devices are analysed in the cloud and the results are presented to medical professionals.
The session will present our methodology of developing microservices that make the Patient Care backend. We pay special attention on testing during the various phases of the development process, and ending with deployment to production, aiming at ensuring that resulting software is compliant with relevant medical software regulations and standards, such as HIPAA or FHIR respectively.
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This Open access peer-reviewed journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field.
The International Journal on Soft Computing (IJSC) serves as a platform for scientists and engineers to foster new applications in the growing field of soft computing. Soft computing techniques like fuzzy systems, neural networks, machine learning, and evolutionary computing are likely to play an important role in science and engineering. The journal accepts submissions on topics including these techniques as well as applications in areas such as image processing, e-commerce, biomedical engineering, and more.
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This Open access peer-reviewed journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field.
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This Open access peer-reviewed journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field.
International Journal on Soft Computing ( IJSC )ijsc
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field
Slides for the presentation given at the Data Science Scotland Meetup (https://www.meetup.com/Scotland-Data-Science-Technology-Meetup/events/256269263/).
This talk aimed to give some general advice, tips, and tricks about how to run a successful data science project.
Hosted by:
Incremental Group - https://www.linkedin.com/company/incremental-group/
MBN Solutions - https://www.linkedin.com/company/mbn-recruitment-solutions/
The Datalab - https://www.linkedin.com/company/the-data-lab-innovation-centre/
This document discusses best practices for developing data science products at Philip Morris International (PMI). It covers:
- PMI's data science team of over 40 people across four hubs working on fraud prevention and other problems.
- Key principles for PMI's data science work, including being business-driven, investing in people, self-organizing, iterating to improve, and co-creating solutions.
- Challenges in data product development involving integrating work between data scientists and other teams, and practices like continuous integration/delivery to overcome these challenges.
- The role of data scientists in contributing code that is readable, testable, reusable, reproducible, and usable by other teams to integrate into
You know better than anyone how IoT is transforming your industry. It is a business revolution that offers many opportunities. But let’s be honest, it comes also with its challenges.
Time for action!
It can be a challenge to figure out which is the best set of services to bring together. Codit knows what you need. We have been building IoT solutions right from the start, for companies just like yours. Understanding business cases and translating them to working solutions is what we do.
Arocom is a consulting and solution engineering company with expertise in providing engineering services for AI & Machine Learning, Data Operations & Analytics, MLOps and Cloud Computing.
Our clients include companies within biotech, drug discovery, therapeutics, manufacturing, retail and startups. Our consultants are best in their skills and offer hands-on talent to our clients in achieving their goals.
This document discusses analytics for IoT and making sense of data from sensors. It first provides an overview of Innohabit Technologies' vision and products related to contextual intelligence platforms, machine learning analytics, and predictive network health analytics. It then discusses how analytics can help make sense of the endless sea of data from IoT sensors, highlighting key applications of analytics in areas like industrial IoT, smart retail, autonomous vehicles, and more. The benefits of analytics adoption in industrial IoT contexts include optimized asset maintenance, production operations, supply chain management, and more.
From Business Idea to Successful Delivery by Serhiy Haziyev & Olha Hrytsay, S...SoftServe
The document discusses transitioning product development to an open innovation model using outsourcing partners. It provides an overview of SoftServe's capabilities including big data solutions, reference architectures, and case studies. The document also outlines SoftServe's involvement in collaborating with clients throughout the product development lifecycle from envisioning ideas to commercialization. Finally, it provides a checklist for successful delivery when partnering with outsourcing providers for big data and product development.
A changing market landscape and open source innovations are having a dramatic impact on the consumability and ease of use of data science tools. Join this session to learn about the impact these trends and changes will have on the future of data science. If you are a data scientist, or if your organization relies on cutting edge analytics, you won't want to miss this!
Nov 2019 kafka with mongo db and confluent sydneyAndrew Blades
This document summarizes a meetup event about architecting for innovation with MongoDB, Kafka, and Confluent. It includes presentations from Sam Harley of MongoDB on powering microservices with Kubernetes, Kafka and MongoDB, and from Brett Randall of Confluent on building consciousness on real time events using KSQL recipes. The meetup concludes with a door prize drawing and announcement of the next meetup in December.
Data technology can help companies predict outcomes through simulations, find unexpected relationships in large data sets, and monitor situations in real-time. OpenSistemas is a company that specializes in data management, analysis, storage and visualization using technologies like Apache Spark, machine learning, and cloud integration. They provide services in areas like data processing, analytics, visualization and cloud to help clients strengthen the strategic value of their information.
Gdpr CCPA Why Benchmarks of Billions of rows are as meaningful as compliance ...Steven Meister
GDPR/CCPA …, Fortune C Levels, What has been communicated to you is NO LONGER accurate. Data Compliance with your volumes is now viable! BigDataRevealed’s Architecture and Methodologies combined with the latest Spark & Apache, have broken the Compliance/Scalability Code. Billions of rows can now be processed for Compliance in minutes to hours. Video Benchmarks Spreadsheet & Demo = https://youtu.be/VTZ16LcgLmU
Why is VASmalltalk a great possibility for doing IoT and edge computing?ESUG
VASmalltalk is a good fit for IoT and edge computing for several reasons. It supports true object-oriented programming, easy deployment, and incredible debugging capabilities like binary stack dumping and remote debugging. VASmalltalk also benefits from maturity, uniformity, transparent object-oriented persistency, good support for FFI and ARM, and the ability to access GPIOs and integrate with technologies like MQTT. The presentation provided an overview of why VASmalltalk's features make it a strong possibility for IoT and edge computing applications.
IoT in the Cloud: Build & Unleash the Value in your Renewable Energy SystemMark Heckler
Learn how to build scalable, self-sustaining Embedded Ecosystems powered by small-scale Renewable Energy systems...connect them to cloud services using Java Embedded, Cloud services, & JavaScript...and control them from desktop, mobile, & wearables!
NOTE: This is the condensed, 30-minute version of a longer talk & demonstration.
Overview of end-to-end lifecycle to productize and commercialize alternative datasets at S&P Global Market Intelligence
Benefits to discuss:
How S&P Market Intelligence develops new alternative datasets
How S&P Market Intelligence develops robust production processes for alternative data
S&P Global Market Intelligence GTM strategy and capabilities to sell alternative data
Patient Care is a new health solution offered by Nokia that enables remote monitoring of patients. Biomedical signals collected via smart devices are analysed in the cloud and the results are presented to medical professionals.
The session will present our methodology of developing microservices that make the Patient Care backend. We pay special attention on testing during the various phases of the development process, and ending with deployment to production, aiming at ensuring that resulting software is compliant with relevant medical software regulations and standards, such as HIPAA or FHIR respectively.
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This Open access peer-reviewed journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field.
The International Journal on Soft Computing (IJSC) serves as a platform for scientists and engineers to foster new applications in the growing field of soft computing. Soft computing techniques like fuzzy systems, neural networks, machine learning, and evolutionary computing are likely to play an important role in science and engineering. The journal accepts submissions on topics including these techniques as well as applications in areas such as image processing, e-commerce, biomedical engineering, and more.
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This Open access peer-reviewed journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field.
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This Open access peer-reviewed journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field.
International Journal on Soft Computing ( IJSC )ijsc
Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field
Slides for the presentation given at the Data Science Scotland Meetup (https://www.meetup.com/Scotland-Data-Science-Technology-Meetup/events/256269263/).
This talk aimed to give some general advice, tips, and tricks about how to run a successful data science project.
Hosted by:
Incremental Group - https://www.linkedin.com/company/incremental-group/
MBN Solutions - https://www.linkedin.com/company/mbn-recruitment-solutions/
The Datalab - https://www.linkedin.com/company/the-data-lab-innovation-centre/
This document discusses best practices for developing data science products at Philip Morris International (PMI). It covers:
- PMI's data science team of over 40 people across four hubs working on fraud prevention and other problems.
- Key principles for PMI's data science work, including being business-driven, investing in people, self-organizing, iterating to improve, and co-creating solutions.
- Challenges in data product development involving integrating work between data scientists and other teams, and practices like continuous integration/delivery to overcome these challenges.
- The role of data scientists in contributing code that is readable, testable, reusable, reproducible, and usable by other teams to integrate into
You know better than anyone how IoT is transforming your industry. It is a business revolution that offers many opportunities. But let’s be honest, it comes also with its challenges.
Time for action!
It can be a challenge to figure out which is the best set of services to bring together. Codit knows what you need. We have been building IoT solutions right from the start, for companies just like yours. Understanding business cases and translating them to working solutions is what we do.
Arocom is a consulting and solution engineering company with expertise in providing engineering services for AI & Machine Learning, Data Operations & Analytics, MLOps and Cloud Computing.
Our clients include companies within biotech, drug discovery, therapeutics, manufacturing, retail and startups. Our consultants are best in their skills and offer hands-on talent to our clients in achieving their goals.
This document discusses analytics for IoT and making sense of data from sensors. It first provides an overview of Innohabit Technologies' vision and products related to contextual intelligence platforms, machine learning analytics, and predictive network health analytics. It then discusses how analytics can help make sense of the endless sea of data from IoT sensors, highlighting key applications of analytics in areas like industrial IoT, smart retail, autonomous vehicles, and more. The benefits of analytics adoption in industrial IoT contexts include optimized asset maintenance, production operations, supply chain management, and more.
From Business Idea to Successful Delivery by Serhiy Haziyev & Olha Hrytsay, S...SoftServe
The document discusses transitioning product development to an open innovation model using outsourcing partners. It provides an overview of SoftServe's capabilities including big data solutions, reference architectures, and case studies. The document also outlines SoftServe's involvement in collaborating with clients throughout the product development lifecycle from envisioning ideas to commercialization. Finally, it provides a checklist for successful delivery when partnering with outsourcing providers for big data and product development.
A changing market landscape and open source innovations are having a dramatic impact on the consumability and ease of use of data science tools. Join this session to learn about the impact these trends and changes will have on the future of data science. If you are a data scientist, or if your organization relies on cutting edge analytics, you won't want to miss this!
Nov 2019 kafka with mongo db and confluent sydneyAndrew Blades
This document summarizes a meetup event about architecting for innovation with MongoDB, Kafka, and Confluent. It includes presentations from Sam Harley of MongoDB on powering microservices with Kubernetes, Kafka and MongoDB, and from Brett Randall of Confluent on building consciousness on real time events using KSQL recipes. The meetup concludes with a door prize drawing and announcement of the next meetup in December.
Data technology can help companies predict outcomes through simulations, find unexpected relationships in large data sets, and monitor situations in real-time. OpenSistemas is a company that specializes in data management, analysis, storage and visualization using technologies like Apache Spark, machine learning, and cloud integration. They provide services in areas like data processing, analytics, visualization and cloud to help clients strengthen the strategic value of their information.
Schnellere Digitalisierung mit einer cloudbasierten DatenstrategieMongoDB
Am 5. Juli zeigen wir Ihnen in Düsseldorf anhand unserer Best Practices für die Ausarbeitung und Optimierung einer cloudbasierten Datenstrategie, wie Sie die digitale Transformation in Ihrem Unternehmen beschleunigen können.
Discover existing customer stories from various industries such as manufacturing, logistics and construction. No theoretical use cases, but in-depth insights that will help you on how to get started with IoT.
This document discusses how telecom companies can leverage artificial intelligence and analytics to drive digital transformation. It identifies key opportunities for AI including improving the customer experience, fraud mitigation, and predictive maintenance. It then outlines the components of a telecom data lake that can support these advanced analytics initiatives. Examples of AI use cases for different telecom business functions like marketing, network operations, and security are also provided. The document argues that a data lake platform optimized for analytics can help telecom companies achieve business and innovation goals through improved operations, new revenue streams, and lower costs.
This document discusses how data science models have transitioned to the cloud to take advantage of greater computing resources. It notes that data science models are resource-intensive and traditionally required powerful local machines. The cloud allows data scientists to run models on cloud infrastructure for lower costs than high-end laptops and with access to many GPUs. Several major cloud platforms - Azure, AWS, and Google Cloud - are discussed and compared in terms of their machine learning offerings. The document also introduces Microsoft's Team Data Science Process, which aims to help data science teams collaborate more effectively on projects in the cloud.
201705 neoteric software development introMatt Kurleto
Introduction to software development services provided by Neoteric. Java, JavaScript, AngularJS, JointJS, NodeJS, MongoDB, Neo4j developers. Get a quote for free.
The document provides an overview of the Internet of Things (IoT). It defines IoT as the network of physical objects embedded with sensors that can collect and exchange data. It describes how IoT works using technologies like RFID sensors, smart technologies, and nanotechnologies to identify things, collect data, and enhance network power. It also discusses current and future applications of IoT in various fields, technological challenges, and criticisms of IoT regarding privacy, security, and control issues.
Extending open source and hybrid cloud to drive OT transformation - Future Oi...John Archer
A look at ESG concerns and agility needed to address pressures to transform energy organizations with decarbonization. Presented to Future Oil and Gas conference November 2021
In this opportunity I spoke for almost 4 hours -with a lunch in between- about the analytics solutions on azure and it's tool for machine learning and cognitive services. I introduced the automated machine learning on Azure with some demos in real time.
Similar to EclipseDay Milano 2017 - How to make Data Science appealing with open source software (20)
[SFScon'17] More than a decade with free open source softwareSpagoWorld
The presentation supported the speech by Gabriele Ruffatti - formerly Engineering Group's Open Source Competency Center Director - at SFScon ( https://www.sfscon.it/ ) in Bozen (Italy) on November 10th, 2017.
This set of slides is part of the course Data Visualization GE, available on FIWARE platform, whose SpagoBI is the reference implementation. Here it is shown how to set filters to a parametric Birt Report on SpagoBI Server.
This set of slides is part of the course Data Visualization GE, available on FIWARE platform, whose SpagoBI is the reference implementation. This course aims at offering assistance to create a simple Report with Birt. We drive users from installation to the development of the document through SpagoBI Studio and finally show how the report can be transfered on SpagoBI server.
This set of slides is part of the course Data Visualization GE, available on FIWARE platform, whose SpagoBI is the reference implementation. The course gradually explains how the end-user can manage the SpagoBI worksheet engine in order to build a set of analysis with charts and tables that display his own statistics.
This set of slides is part of the course Data Visualization GE, available on FIWARE platform, whose SpagoBI is the reference implementation. In this course it is explained how a simple analytical document can be developed from scratch.
This set of slides is part of the course Data Visualization GE, available on FIWARE platform, whose SpagoBI is the reference implementation. This course depicts the global vision over the SpagoBI suite, the policy it carries out, its usage and its main features.
Architectural Evolution Starting from HadoopSpagoWorld
Speech given by Monica Franceschini, Solution Architecture Manager at the Big Data Competencey Center of Engineering Group, in occasion of the Data Driven Innovation Rome 2016 - Open Summit.
Openness as the Engine for Digital InnovationSpagoWorld
Gabriele Ruffatti discusses openness and digital innovation in a presentation with three main sections. Openness is seen as an engine for digital innovation, driven by complexity, dynamism and a need for trust. Open source is presented as a development model that enables collaboration, transparency and new commercial models. The role of data, people and managers who embrace innovation are key factors for digital transformation.
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectSpagoWorld
The presentation supported the speech "Think differently – Stream-based Microservice Architecture for Next-Generation Applications" by Fabian Wilckens (EMEA Solutions Architect, MapR Technologies Inc.) at the HUG Italy meet-up supported by Engineering Group's SpagoBI Labs, which took place in Milan, Italy on March 17th, 2016. Read more: http://bit.ly/1UydNuz
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistSpagoWorld
The presentation supported the speech "Drilling into Data with Apache Drill" by Tugdual Grall (Technical Evangelist, MapR Technologies Inc.) at the HUG Italy meet-up supported by Engineering Group's SpagoBI Labs, which took place in Milan, Italy on March 17th, 2016. Read more: http://bit.ly/1UydNuz
This document describes SpagoBI's new data mining engine that uses the R scripting language. The engine allows users to execute R scripts and display multiple outputs. It features the JRI and Rserve libraries to interface R with Java applications. The engine works with datasets, scripts, commands, outputs, parameters, and variables. Scripts contain R code, datasets provide data, commands execute scripts and outputs display results. The template defines how these components work together in a data mining document.
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...SpagoWorld
This presentation supported the webinar delivered by Virginie Pasquon, SpagoBI Sales Engineer, in March 2015 (in English and French). It provides an overview of SpagoBI 5 focusing on the new self-service cockpits, to explore your data dynamically and gest instant insights. www.spagobi.org
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?SpagoWorld
This presentation supported the webinar delivered by Alberto Ghedin, SpagoBI Architect, in February 2015 (in English). It shows the what-if analytics provided by SpagoBI 5, allowing you to simulate scenarios and predict the effects of potential changes in your business strategies. www.spagobi.org
Webinar - SpagoBI 5: here comes the Social Network analysis SpagoWorld
This presentation supported the webinar delivered by Letizia Pernigotti, SpagoBI Consultant, in March 2015 (in English). It shows the latest feature for social network listening and monitoring provided by SpagoBI 5. www.spagobi.org
Webinar - What's new with SpagoBI 5: presentation and demoSpagoWorld
This presentation supported the webinar delivered by SpagoBI Labs within SpagoBI Webinar Center in February 2015 (in English and French). It provides an overview of the new features of SpagoBI 5 through a live presentation and demo. www.spagobi.org
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoWorld
These slides supported SpagoBI Labs' presentation of SpagoBI 5 ("Business Applications and Uses" session), taking place in New York, NY on January 26th, and in Herndon, VA on January 28th, 2015. Further details on the event: http://bit.ly/1IzatIX
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoWorld
These slides supported SpagoBI Labs' presentation of SpagoBI 5 ("Technology Applications and Uses" session), taking place in New York, NY on January 26th, and in Herndon, VA on January 28th, 2015. Further details on the event: http://bit.ly/1IzatIX
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...SpagoWorld
The presentation supported the speech by Stefano Scamuzzo (SpagoBI Ecosystem Manager) in the panel entitled “Big Data: towards a data-driven society” at the workshop “Embracing Potential of Big Data” (Pisa, Italy – December 12th, 2014). http://www.spagobi.org/
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...SpagoWorld
At OW2Con’14 – the annual international community event of OW2 – that took place in Paris from 4th to 6th November 2014, Stefano Scamuzzo (SpagoBI Ecosystem Manager) presented the OW2 Big Data initiative (http://www.ow2.org/view/Big_Data/), of which Engineering Group and SpagoBI are leading members.
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...SpagoWorld
The presentation supported the speech by Virginie Pasquon (SpagoBI Sales Engineer) at OW2Con’14 – the annual international community event of OW2, which took place in Paris from 4th to 6th November 2014. The presentation entitled “SpagoBI 5 – Towards new analytical horizons” provides an overview of the new analytical features and strengths of SpagoBI 5.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
CAKE: Sharing Slices of Confidential Data on BlockchainClaudio Di Ciccio
Presented at the CAiSE 2024 Forum, Intelligent Information Systems, June 6th, Limassol, Cyprus.
Synopsis: Cooperative information systems typically involve various entities in a collaborative process within a distributed environment. Blockchain technology offers a mechanism for automating such processes, even when only partial trust exists among participants. The data stored on the blockchain is replicated across all nodes in the network, ensuring accessibility to all participants. While this aspect facilitates traceability, integrity, and persistence, it poses challenges for adopting public blockchains in enterprise settings due to confidentiality issues. In this paper, we present a software tool named Control Access via Key Encryption (CAKE), designed to ensure data confidentiality in scenarios involving public blockchains. After outlining its core components and functionalities, we showcase the application of CAKE in the context of a real-world cyber-security project within the logistics domain.
Paper: https://doi.org/10.1007/978-3-031-61000-4_16
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
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Things to Consider When Choosing a Website Developer for your Website | FODUUFODUU
Choosing the right website developer is crucial for your business. This article covers essential factors to consider, including experience, portfolio, technical skills, communication, pricing, reputation & reviews, cost and budget considerations and post-launch support. Make an informed decision to ensure your website meets your business goals.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
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!
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
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).
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
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.
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.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
EclipseDay Milano 2017 - How to make Data Science appealing with open source software
1. How to make Data Science appealing
with open source software
Big Data & Analytics Competency Center
EclipseDay Milano, 22/09/2017
www.eng.it
2. www.eng.it
REPORTING & VISUALIZATION
A good presentation does not generate any
additional value, but makes the value
accessible and understandable
INSIGHTS
Discovering and understanding the
behaviors, patterns and trends that may
be concealed in the data
Data Science in a nutshell
INFERENCE
Learn from the examples in order to
foresee what is going to happen next
SCALABILITY
Scalable applications and algorithms
are needed to deal with great
amounts of data
5. www.eng.it
What we do
Predictive Maintenance
Anomaly Detection
Text Analytics
Supervised Learning
Recommender Systems
Churn Analysis
Active Learning
Reinforcement Learning
Unsupervised Learning
6. www.eng.it
Open Source makes Data Science appealing!
reproducibility
standardization
accessibility
no additional costs
ease of integration
no technological lock-in
great variety of visualization tools
huge variety of algorithms
7. www.eng.it
Big Data Science Lab
Meet us
halfway!
PoC and
demos
Analytics
lifecycle
Overview of the whole lifespan of our applications
Adaptable and modular solutions to many business issues
Aimed at making business solutions accessible and
understandable in every context
8. www.eng.it
FRONT-END CARE
BDSL gives us a possibility to empower our
communication and visualization tools
VARIETY
BDSL keeps a great number of different
applications under the same roof
Why BDSL?
PARALLELIZATION
BDSL is a useful resource to handle
computationally demanding tasks
CLOUD INFRASTRUCTURE
BDSL is totally based on Engineering
Private Cloud
COLLABORATION
Collaborative development and resource
sharing are at the top of our priorities
TECHNOLOGY SCOUTING
BDSL is a great chance to look for new
technologies and test their performance
9. www.eng.it
Standalone
PoC & projects
REST services
and Micro-Services
BDSL Components
Big Data RepositoriesSchedulers
Interpreters Distributed Computing Visualization tools
Web Microframework
solutions for
business
10. www.eng.it
Why Micro-Services?
COMMITTED TO THE MARKET
Aimed at fulfilling what the
market and the company
demand
RE-USABLE SOLUTIONS
Ease of use in completely
different contexts and projects
May be composable according
to one’s needs
CUSTOMIZATION
Among our services:
● Predictive algorithms
● Text tagger
● #Recommender
● Sentiment Analysis
● NE recognizer
● Semantic analysis
● Topic labeller
12. www.eng.it
Standalone
PoC & projects
REST services
and Micro-Services
BDSL Components
Big Data RepositoriesSchedulers
Interpreters Distributed Computing Visualization tools
Web Microframework
solutions for
business
14. www.eng.it
Standalone
PoC & projects
REST services
and Micro-Services
BDSL Components
Big Data DBsSchedulers
Interpreters Distributed Computing Visualization tools
Web Microframework
solutions for
business
17. www.eng.it
Thank you!
Matteo Sartori
Data Scientist
Big Data & Analytics Competency Center
Engineering Group
matteo.sartori@eng.it
https://www.linkedin.com/in/matteosartori/
Michele Gabusi
Data Scientist
Big Data & Analytics Competency Center
Engineering Group
michele.gabusi@eng.it
https://www.linkedin.com/in/michele-gabusi-a2a76427/
Twitter: @michele_gabusi
@EngineeringSpa