How to become a Smart Industry and where to start? These are typical questions from the industry who would like to activate their data. Taken care of the challenges in the industry, I would like to explain a pragmatic tailormade roadmap to transform customers into a smart industry.
Digital strategy of South Yrol region presented at the Paris Open Source Summ...OW2
Digital Strategy South Tyrol: How a region uses Open Data, Open Source and Open Standards to stay innovative, presented by Patrick Ohnewein, IDM Südtirol, in the session "Open Source in Big Cities" coordinated by OW2 at Paris Open Source Summit 2018.
How to become a Smart Industry and where to start? These are typical questions from the industry who would like to activate their data. Taken care of the challenges in the industry, I would like to explain a pragmatic tailormade roadmap to transform customers into a smart industry.
Digital strategy of South Yrol region presented at the Paris Open Source Summ...OW2
Digital Strategy South Tyrol: How a region uses Open Data, Open Source and Open Standards to stay innovative, presented by Patrick Ohnewein, IDM Südtirol, in the session "Open Source in Big Cities" coordinated by OW2 at Paris Open Source Summit 2018.
Big Data Berlin 2019 v 18.0 I 'Startups: Lifeguards of the Corporate Data Lak...Dataconomy Media
Are the corporate data lakes the death traps of data science? And can startups be the lifeguards of these corporate date lakes? Get to know the Data Hub Program of Grüenderallianz!
For companies, data is only worthwhile if it can be processed. At the same time, a new, comprehensive and generally accepted handling practice has to be anchored in the way data is utilized.
Industrial Data Space is a virtual data space which supports the secure exchange and simple linking of data in business ecosystems on the basis of standards and by using collaborative governance models.
Data is only exchanged if it is requested from trustworthy certified partners. The data owner – i.e. the company – determines who is allowed to use the data in what way. As a result, the partners of one supply chain have joint access to certain data by mutual consent so that they can start something new, develop new business models, design their own processes more efficiently or initiate additional added value processes elsewhere, either alone or together.
This presentation was shown at Digital Transport Days, November 9, 2017.
Data Con LA 2022 - Practical Solutions to Complex Supply Chain ProblemsData Con LA
Raz Nistor, Sr. Director, Keyrus US
The Manufacturing and Consumer Packaged Goods industries are still facing unprecedented negative pressures on their operating profits from ongoing supply chain disruptions. Many of these organizations have turned to AI to solve all their problems. Surprisingly (/sarcasm), many of these same organizations have failed to realize and sustain ROI from their investments in AI. In this discussion, we will review a few solutions to supply chain initiatives we've rolled out and highlight the keys to success that we've identified to help organizations sustain value from applications in AI. In particular, we will discuss end-to-end technical solutions in demand forecasting, machine learning for lead-time optimization, and full network optimization, as well as the governance and organizational structures we have to consider to make sure the value from these solutions scales throughout the organization.
C19: Respond, recover & reimagine the future of HCP engagementAcross Health
And Across Health responded in an agile way to the C19 disruption: we've taken important steps in optimizing the Navigator ecosystem, with over 6,000 HCP respondents since June, insightful COVID-19 questions, new Powertools, upgrades to our integrated OCE Planner Pro, the launch of a DIY “starterkit”, a new OCE capability-boosting platform (SCALA), etc.
Our webinar will take you through the latest Navigator 365 insights, demo the newest Powertools, and show how the data can be used for evidence-based omnichannel HCP journey planning, orchestration, measurement - and ongoing optimization.
Watch the recorded webinar on our website: https://bit.ly/2UmkvcU.
Xactly: How to Build a Successful Converged Data Platform with Hadoop, Spark,...MapR Technologies
Big data presents both enormous challenges and incredible opportunities for companies in today’s competitive environment. To deal with the rapid growth of global data, companies have turned to Hadoop to help them with performing real-time search, obtaining fast and efficient analytics, and predicting behaviors and trends. In this session, we’ll demonstrate how we successfully leveraged Hadoop and its ecosystem components to build a converged data infrastructure to meet these needs.
Best-in-Class Procurement Strategies for the Consumer Products IndustrySAP Ariba
Digital technology is changing procurement and supply chain processes. Leading consumer products companies can respond quickly and profitably to volatile demand and supply. In this session, learn how top consumer products companies have reimagined their source-to-settle process to digitally transform their business and achieve procurement excellence utilizing new innovations in SAP Ariba solutions.
Insurance companies are facing similar challenges like all other disrupted market segments like the change of customer expectations and hence the need of differentiating itself new as a brand in a challenging market environment. But at the same time, it underlies a very strict regulatory pressure. Generali Switzerland, as many market leaders in every industry, have understood the power of data to reimagine their markets, customers, products, and business model and managed this change by building their Connection Platform within one year.
Christian Nicoll, Director of Platform Engineering & Operations at Generali Switzerland guides us through their journey of setting up an event-driven architecture to support their digital transformation project.
Attend this online talk and learn more about:
-How Generali managed it to assemble various parts to one platform
-The architecture of the Generali Connection Platform, including Confluent, Kafka, and Attunity.
-Their challenges, best practices, and lessons learned
-Generali’s plans of expanding and scaling the Connection Platform
-Additional Use Cases in regulated markets like retail banking
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...Dataconomy Media
The challenges of increasing complexity of organizations, companies and projects are obvious and omnipresent. Everywhere there are connections and dependencies that are often not adequately managed or not considered at all because of a lack of technology or expertise to uncover and leverage the relationships in data and information. In his presentation, Axel Morgner talks about graph technology and knowledge graphs as indispensable building blocks for successful companies.
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Are the corporate data lakes the death traps of data science? And can startups be the lifeguards of these corporate date lakes? Get to know the Data Hub Program of Grüenderallianz!
For companies, data is only worthwhile if it can be processed. At the same time, a new, comprehensive and generally accepted handling practice has to be anchored in the way data is utilized.
Industrial Data Space is a virtual data space which supports the secure exchange and simple linking of data in business ecosystems on the basis of standards and by using collaborative governance models.
Data is only exchanged if it is requested from trustworthy certified partners. The data owner – i.e. the company – determines who is allowed to use the data in what way. As a result, the partners of one supply chain have joint access to certain data by mutual consent so that they can start something new, develop new business models, design their own processes more efficiently or initiate additional added value processes elsewhere, either alone or together.
This presentation was shown at Digital Transport Days, November 9, 2017.
Data Con LA 2022 - Practical Solutions to Complex Supply Chain ProblemsData Con LA
Raz Nistor, Sr. Director, Keyrus US
The Manufacturing and Consumer Packaged Goods industries are still facing unprecedented negative pressures on their operating profits from ongoing supply chain disruptions. Many of these organizations have turned to AI to solve all their problems. Surprisingly (/sarcasm), many of these same organizations have failed to realize and sustain ROI from their investments in AI. In this discussion, we will review a few solutions to supply chain initiatives we've rolled out and highlight the keys to success that we've identified to help organizations sustain value from applications in AI. In particular, we will discuss end-to-end technical solutions in demand forecasting, machine learning for lead-time optimization, and full network optimization, as well as the governance and organizational structures we have to consider to make sure the value from these solutions scales throughout the organization.
C19: Respond, recover & reimagine the future of HCP engagementAcross Health
And Across Health responded in an agile way to the C19 disruption: we've taken important steps in optimizing the Navigator ecosystem, with over 6,000 HCP respondents since June, insightful COVID-19 questions, new Powertools, upgrades to our integrated OCE Planner Pro, the launch of a DIY “starterkit”, a new OCE capability-boosting platform (SCALA), etc.
Our webinar will take you through the latest Navigator 365 insights, demo the newest Powertools, and show how the data can be used for evidence-based omnichannel HCP journey planning, orchestration, measurement - and ongoing optimization.
Watch the recorded webinar on our website: https://bit.ly/2UmkvcU.
Xactly: How to Build a Successful Converged Data Platform with Hadoop, Spark,...MapR Technologies
Big data presents both enormous challenges and incredible opportunities for companies in today’s competitive environment. To deal with the rapid growth of global data, companies have turned to Hadoop to help them with performing real-time search, obtaining fast and efficient analytics, and predicting behaviors and trends. In this session, we’ll demonstrate how we successfully leveraged Hadoop and its ecosystem components to build a converged data infrastructure to meet these needs.
Best-in-Class Procurement Strategies for the Consumer Products IndustrySAP Ariba
Digital technology is changing procurement and supply chain processes. Leading consumer products companies can respond quickly and profitably to volatile demand and supply. In this session, learn how top consumer products companies have reimagined their source-to-settle process to digitally transform their business and achieve procurement excellence utilizing new innovations in SAP Ariba solutions.
Insurance companies are facing similar challenges like all other disrupted market segments like the change of customer expectations and hence the need of differentiating itself new as a brand in a challenging market environment. But at the same time, it underlies a very strict regulatory pressure. Generali Switzerland, as many market leaders in every industry, have understood the power of data to reimagine their markets, customers, products, and business model and managed this change by building their Connection Platform within one year.
Christian Nicoll, Director of Platform Engineering & Operations at Generali Switzerland guides us through their journey of setting up an event-driven architecture to support their digital transformation project.
Attend this online talk and learn more about:
-How Generali managed it to assemble various parts to one platform
-The architecture of the Generali Connection Platform, including Confluent, Kafka, and Attunity.
-Their challenges, best practices, and lessons learned
-Generali’s plans of expanding and scaling the Connection Platform
-Additional Use Cases in regulated markets like retail banking
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Trump, Brexit, Cambridge Analytica... In the last few years, we have had to confront the consequences of the use and misuse of data science algorithms in manipulating public opinion through social media. The use of private data to microtarget individuals is a daily practice (and a trillion-dollar industry), which has serious side-effects when the selling product is your political ideology. How can we cope with this new scenario?
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What does it take to build a good data product or service? Data practitioners always think about the technology, user experience and commercial viability. But rarely do they think about the implications of the systems they build. This talk will shed light on the impact of AI systems and the unintended consequences of the use of data in different products. It will also discuss our role, as data practitioners, in planting the seeds of fairness in the systems we build.
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...Dataconomy Media
We all hear about the power of data, big data and data analysis in todays market place. But rarely feel it's touchable effects on our own business decisions and performance.
Let's dive into it and see how can people analytics increase people performance, motivation and business revenue?
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...Dataconomy Media
Cloud Infrastructure is a hostile environment: a power supply failure or a network outage leads to downtime and big losses. There is nothing we can trust: a single server, a server rack, even a whole datacenter can fail, and if an application is fragile by design, disruption is inevitable. We must distribute our application and diversify cloud data strategy to survive disturbances of any scale. Apache Cassandra is a cloud-native platform-agnostic database that stores data with a distributed redundancy so it easily survives any issue. What to know how Apple and Netflix handle petabytes of data, keeping it highly available? Join us and listen to a story of 10 little servers and no downtime!
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...Dataconomy Media
In the data industry, having correctly labelled datasets is vital. Timothy Thatcher explains how tagging your data while considering time and location and complex hierarchical rules at scale can be handled.
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...Dataconomy Media
During the lifetime of an A/B test product managers and analysts in GetYourGuide require various tools and different kinds of data to plan the trial properly, control it during the run and analyze the results at the end. This talk would be about the architecture, tools and data flow for serving their needs.
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...Dataconomy Media
Cloud Infrastructure is a hostile environment: a power supply failure or a network outage leads to downtime and big losses. There is nothing we can trust: a single server, a server rack, even a whole datacenter can fail, and if an application is fragile by design, disruption is inevitable. We must distribute our application and diversify cloud data strategy to survive disturbances of any scale. Apache Cassandra is a cloud-native platform-agnostic database that stores data with a distributed redundancy so it easily survives any issue. What to know how Apple and Netflix handle petabytes of data, keeping it highly available? Join us and listen to a story of 10 little servers and no downtime!
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Creativity is the mental ability to create new ideas and designs. Innovation, on the other hand, Means developing useful solutions from new ideas. Creativity can be goal-oriented, Whereas innovation is always goal-oriented. This bedeutet, dass innovation aims to achieve defined goals. The use of cloud services and technologies promises enterprise users many benefits in terms of more flexible use of IT resources and faster access to innovative solutions. That’s why we want to examine the question in this talk, of what role cloud computing plays for innovation in companies.
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Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...Dataconomy Media
"With most machine learning (ML) and deep learning (DL) frameworks, it can take hours to move data for ETL, and hours to train models. It's also hard to scale, with data sets increasingly being larger than the capacity of any single server. The amount of the data also makes it hard to incrementally test and retrain models in near real-time.
Learn how Apache Ignite and GridGain help to address limitations like ETL costs, scaling issues and Time-To-Market for the new models and help achieve near-real-time, continuous learning.
Yuriy Babak, the head of ML/DL framework development at GridGain and Apache Ignite committer, will explain how ML/DL work with Apache Ignite, and how to get started.
Topics include:
— Overview of distributed ML/DL including architecture, implementation, usage patterns, pros and cons
— Overview of Apache Ignite ML/DL, including built-in ML/DL algorithms, and how to implement your own
— Model inference with Apache Ignite, including how to train models with other libraries, like Apache Spark, and deploy them in Ignite
— How Apache Ignite and TensorFlow can be used together to build distributed DL model training and inference"
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In federated learning, edge devices (phones, computers, cars etc.) collaboratively learn a shared AI model while keeping all the training data on device, decoupling the ability to do machine learning from the need to store the data in the cloud. From personal data perspective, this paradigm enables a way of training a model on the device without directly inspecting users’ data on a server. This talk will pinpoint several examples of AI applications benefiting from federated learning and the likely future of privacy-aware systems."
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
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.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
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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.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
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Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
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.
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
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/
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
3. Corporate & Startup experience
10+ years Data Projects
Tech & Business
Coordinator Data Hub
http://data-hub.ruhr
Connecting Corporates & Startups
B2B and industry data hotspot in
the Ruhr region
Sr. Data Expert - Data Innovation
http://etventure.com
Data Strategy, Implementation,
Education
Data Thinking Methodology
Felix Schroeder
3
4. DATA LAKESCORPORATE DATA LAKES - THE DEATH TRAPS OF DATA SCIENCE
Measure everything
Store everything
Normalize everything
Let the Data
Scientist do the
magic
4
6. High Tech
High speed
Short runway
Let’s ask
investors for
acceleration
STARTUPS - HIGH SPEED INTO DEAD ZONE
6
7. DATA HUB - CONNECTING STARTUPS AND CORPORATES
Data Challenges with
impact and budget
Top companies
Curated business
boosting program
Let the Data Hub
deal with the
friction
7
8. 8
DATA HUB PROGRAM OF GRÜNDERALLIANZ
DATA HUBSTARTUPS CORPORATE PARTNERS
COLLECT + CONNECT + CO-CREATE
10. 10
RUHR REGION BECOMING THE
HOTSPOT OF B2B & INDUSTRY DATA
Large untapped potential
Data with a history
Established cooperation network
11. 11
Solve a real business problem & data challenge
Build your models with unique datasets
Obtain clients/partners/investors
DATA HUB PROGRAM - 2nd OPEN CALL!
BENEFITS FOR
STARTUPS
20k €
18. PARTNERS & DATA CHALLENGES
BATCH 2 IN 2019
CO2 reduction by
better lube oil
Bulky waste collection
Recycling material
logistics
...and several more to
come!!!
19. PARTNERS & DATA CHALLENGES
BATCH 2 IN 2019
CO2 reduction by
better lube oil
Bulky waste collection
Recycling material
logistics
...and several more to
come!!!
20. TIMELINE
APPLICATION PHASE
START: 01.07.
END: 31.07.
SELECTION
PHASE
incl. Remote
Pitches ANNOUNCEMENT
JULY AUGUST SEP - NOV
IMPLEMENTATION
PHASE
COLLABORATION
PHASE
DEMO
day
28.11.19
21. ALL DATA CHALLENGES ONLINE ON WWW.DATAHUB.RUHR
YOUR CHANCE TO BECOME A DATA LAKE LIFEGUARD!
22. SO, YOU WANNA BE A DATA LAKE LIFEGUARD?!?
15 - 25 slides in PDF format
your understanding of this specific problem, your approach and expected timeline.
short description of your Startup and anything, what makes you the right
candidate for the specific data challenge. (Please no simple sales decks!)
Your application be should contain....