AI-SDV 2021: Stefan Geissler - AI support for creating and maintaining vocabu...Dr. Haxel Consult
Structured vocabularies, thesauri and lexicons are key ingredients for many information management tasks. Creating them however often requires a significant amount of work. Maintaining and extending them often means that the respective manual tasks need to be done on a regular basis in order to prevent the resources from becoming outdated, irrelevant and incomplete. AI has much support to offer for this task. And by wrapping the respective approaches into applications that can be operated by terminologists and domain experts who don't need to be programmers or data scientists themselves, the benefits can be made available to a wide range of users.
Nadine Schöne, Dataiku. The Complete Data Value Chain in a NutshellIT Arena
Dr. Nadine Schöne is a Senior Solutions Architect at Dataiku in Berlin. In this role, she deals with all aspects of the data value chain for all users – including integration of data sources, ETL, cooperation, statistics, modelling, but also operationalization, monitoring, automatization and security during production. She regularly talks at conferences, holds webinars and writes articles.
Speech Overview:
How can you get the most out of your data – while staying flexible in your choice of infrastructure and without having to integrate a multitude of tools for the different personas involved? Maximizing the value you get out of your data is a necessity today. Looking at the whole picture as well as careful planning are the key for success. We will have a look at the complete data value chain from end to end: from the data stores, collaboration features, data preparation, visualization and automation capabilities, and external compute to scheduling, operationalization, monitoring and security.
Verbundprojekt im KMU-Instrument - Frische Einblicke in den AntragsprozessSimon Dierks
Tobias Dochow, Project Manager bei Sensorberg GmbH, beschreibt das Verbundprojekt im Bereich 'Smart Hospital', das mit dem Klinikum und der Universität Braunschweig realisiert werden soll und gibt frische Einblicke in den Antragsprozess.
Increasing spend on cloud infrastructure and inefficient resource management is a challenge that many organisations struggle with. Appvia shares insights on how to identify if your cloud programme is starting to run out of control and how to streamline ongoing project maintenance costs to minimise digital tech debt.
[WSO2Con EU 2018] Unlocking Innovation with API Management While Breaking Dow...WSO2
Lindex faced a problem when trying to initiate multiple new digital channel development. The problem was with the existing monolith that powered existing web channel and the limitation of the team that supported it. Parallel client development was accomplished by choosing an API based approach for exposing functions. WSO2 API Manager was selected for management of clients, access control and usage limits was implemented. By complementing with WSO2 Identity Server, Lindex positioned its digital landscape to further transformation of customer identification and authorization. Using domain driven design and bounded context thinking has enabled us to easier change parts of the monolith at different speeds.
Architecture Roadmap Visualization using the ArchiMate® 3.0 Modeling LanguageOrbus Software
Watch the full webinar with audio here: http://bit.ly/2q9H5El
Orbus Consultant Jonas Hulstaert takes you through how ArchiMate 3 can be extended to create business-friendly roadmap visualizations.
AI-SDV 2021: Stefan Geissler - AI support for creating and maintaining vocabu...Dr. Haxel Consult
Structured vocabularies, thesauri and lexicons are key ingredients for many information management tasks. Creating them however often requires a significant amount of work. Maintaining and extending them often means that the respective manual tasks need to be done on a regular basis in order to prevent the resources from becoming outdated, irrelevant and incomplete. AI has much support to offer for this task. And by wrapping the respective approaches into applications that can be operated by terminologists and domain experts who don't need to be programmers or data scientists themselves, the benefits can be made available to a wide range of users.
Nadine Schöne, Dataiku. The Complete Data Value Chain in a NutshellIT Arena
Dr. Nadine Schöne is a Senior Solutions Architect at Dataiku in Berlin. In this role, she deals with all aspects of the data value chain for all users – including integration of data sources, ETL, cooperation, statistics, modelling, but also operationalization, monitoring, automatization and security during production. She regularly talks at conferences, holds webinars and writes articles.
Speech Overview:
How can you get the most out of your data – while staying flexible in your choice of infrastructure and without having to integrate a multitude of tools for the different personas involved? Maximizing the value you get out of your data is a necessity today. Looking at the whole picture as well as careful planning are the key for success. We will have a look at the complete data value chain from end to end: from the data stores, collaboration features, data preparation, visualization and automation capabilities, and external compute to scheduling, operationalization, monitoring and security.
Verbundprojekt im KMU-Instrument - Frische Einblicke in den AntragsprozessSimon Dierks
Tobias Dochow, Project Manager bei Sensorberg GmbH, beschreibt das Verbundprojekt im Bereich 'Smart Hospital', das mit dem Klinikum und der Universität Braunschweig realisiert werden soll und gibt frische Einblicke in den Antragsprozess.
Increasing spend on cloud infrastructure and inefficient resource management is a challenge that many organisations struggle with. Appvia shares insights on how to identify if your cloud programme is starting to run out of control and how to streamline ongoing project maintenance costs to minimise digital tech debt.
[WSO2Con EU 2018] Unlocking Innovation with API Management While Breaking Dow...WSO2
Lindex faced a problem when trying to initiate multiple new digital channel development. The problem was with the existing monolith that powered existing web channel and the limitation of the team that supported it. Parallel client development was accomplished by choosing an API based approach for exposing functions. WSO2 API Manager was selected for management of clients, access control and usage limits was implemented. By complementing with WSO2 Identity Server, Lindex positioned its digital landscape to further transformation of customer identification and authorization. Using domain driven design and bounded context thinking has enabled us to easier change parts of the monolith at different speeds.
Architecture Roadmap Visualization using the ArchiMate® 3.0 Modeling LanguageOrbus Software
Watch the full webinar with audio here: http://bit.ly/2q9H5El
Orbus Consultant Jonas Hulstaert takes you through how ArchiMate 3 can be extended to create business-friendly roadmap visualizations.
[WSO2Con USA 2018] Winning Strategy For Enterprise Integration to Empower Dig...WSO2
This slide deck explores how a leading publisher's (Macmillan Learning) digital journey was enabled by the WSO2 platform.
Watch video: https://wso2.com/library/conference/2018/07/wso2con-usa-2018-winning-strategy-for-enterprise-integration-to-empower-digital-transformation/
AI-SDV 2021 - Harald Jenny - Integrated Artificiel Intelligence – A Factory P...Dr. Haxel Consult
AI is not something futuristic any more, but has become an integrated part of our day to day life in IP. Earlier on, AI applications were isolated elements of the searcher’s activities; today, they are fully integrated in the workflow of technology monitoring, allowing to undertake the step from Artificial to Augmented Intelligence.
A roundtable discussion on various CRM models from the Creative Industries Clusters Programme Award Holders Workshop held in Belfast in February 2019. Session facilitated by Nicola Osborne, Programme Manager and Michaela Turner, Business Development Manager for Creative Informatics at the University of Edinburgh.
[EIC 2021] Securing the Digital Double - The Path to a Trusted Digital EcosystemWSO2
Digital life is a replication of the physical world in a digital ecosystem. As a result, people and things have an equal digital representation, which we call a digital double. Your digital double is active and involved in various activities, even when you take a nap. Therefore, securing the digital double is critical. As an enterprise or security architect designing digital experiences, you have to pay attention to privacy, confidentiality, trust, and the security of a digital double. In this session, Asanka will explain an architectural approach to building a trusted digital ecosystem using APIs, integration, and identity.
CENTREDOC was created in 1964 as the technical information center of the swiss watchmaking industry. Building on a strong team of engineers, CENTREDOC now offers a complete range of services and solutions for the monitoring of strategic, technological and competitive information. CENTREDOC is also a leader in the research of patent, technical and business intelligence, and offers consulting expertise in the implementation of monitoring solutions.
Erhöhung der Performance bei gleichzeitiger Senkung der IT-Kosten? Anforderungen an ein effizientes Rechenzentrum bei divergierenden technischen und betriebswirtschaftlichen Zielsetzungen. - Mag. Johannes Lackner (Oracle Austria)
Use of ArchiMate at Colruyt Group (presentation by Brechtel Dero at the I.T. ...Patrick Van Renterghem
Presentation by Brechtel Dero at the I.T. Works/LoQutus meetup on July 1st, 2014 at Vlerick School Campus Gent. See http://www.meetup.com/The-big-pICTure-how-ICT-changes-business-and-society/events/181256842/ for full details on this event
Olivier Blais: Want to adopt AI in your business: good luck!Lviv Startup Club
Olivier Blais: Want to adopt AI in your business: good luck!
Data Science Online Camp 2021
Website - https://dscamp.org/
Youtube - https://www.youtube.com/startuplviv
FB - https://www.facebook.com/Data-Science-Camp-103012708431833
A brief description of the type of work our Program Manager deal with. We offer typically all of these tasks as part of our service offering, our staff will provide you with these set of duties
Enterprise Architecture has been a focus for IT organizations for years. As capabilities and results mature it becomes obvious that technology architectures generally reflect the complexity of the businesses they support. Thus, true architectural success and value require alignment between the business and IT. In this session, hear how Cisco has made progress establishing organizational structures, processes, and governance that bridge the gap between Business and Technology Architectures.
AI-SDV 2020: Using Transformer technology to build an AI based personal News ...Dr. Haxel Consult
After having successfully implemented a proof of concept in late 2019, DS9 started with one of its customers to implement a pilot for a Deep Learning based personal News Rating system.
The system was initially trained to rate news matching a limited number of typical user profiles. Over time the system would evolve and learn more and more about personal preferences and build user-specific rating models.
This talk looks at the many challenges we overcame during implementation: collecting training data, integrating many diverse news sources, management of many user-specific models and automatic deployment to production.
The embedded market is growing fast, so do we ! Are you searching for a challenging technical environment combining an international approach and true team spirit? Choose Witekio’s adventure!
In this deck from the 2019 UK HPC Conference, Glyn Bowden from HPE presents: The Eco-System of AI and How to Use It.
"This presentation walks through HPE's current view on AI applications, where it is driving outcomes and innovation, and where the challenges lay. We look at the eco-system that sits around an AI project and look at ways this can impact the success of the endeavor."
Watch the video: https://wp.me/p3RLHQ-kVS
Learn more: https://www.hpe.com/us/en/solutions/artificial-intelligence.html
and
http://hpcadvisorycouncil.com/events/2019/uk-conference/agenda.php
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
HyperHack 2023 Global Presentation - AMER Enablement_070623.pdfDianaGray10
📣 Join us for Are You AI-Powered Project Informed? HyperHack 2023 Enablement Session 2 with experts from UiPath and UiPath MVPs to talk to you about the upcoming HyperHack and information to inform you on UiPath AI-Powered Solutions.
👉 Agenda
In this session, you'll get a detailed insight into:
• Introduction to HyperHack 2023
• What is a hackathon and how to participate?
• Overview of rules and categories
• Demos of AI-Powered Automation Solutions
• Judging criteria and prizes
• Submission guidelines and deadlines
• Tips on identifying your use case
• Tips on how to present and demonstrate your idea or project.
What's Next? Ongoing help and support from MVPs, and UiPath Forum.
Speakers:
Joe Edwards, Senior Product Marketing Manager @UiPath
KJ Fenton, Technical Enablement Manager @UiPath
Dhruv Patel, Senior Sales Engineer @ UiPath
Ashritha Kallu, RPA Developer @UiPath
Melody He, Solution Architect @UiPath
Tracy Dixon, Operational Excellence and UiPath Partner Lead, along with 4x UiPath MVP
[WSO2Con USA 2018] Winning Strategy For Enterprise Integration to Empower Dig...WSO2
This slide deck explores how a leading publisher's (Macmillan Learning) digital journey was enabled by the WSO2 platform.
Watch video: https://wso2.com/library/conference/2018/07/wso2con-usa-2018-winning-strategy-for-enterprise-integration-to-empower-digital-transformation/
AI-SDV 2021 - Harald Jenny - Integrated Artificiel Intelligence – A Factory P...Dr. Haxel Consult
AI is not something futuristic any more, but has become an integrated part of our day to day life in IP. Earlier on, AI applications were isolated elements of the searcher’s activities; today, they are fully integrated in the workflow of technology monitoring, allowing to undertake the step from Artificial to Augmented Intelligence.
A roundtable discussion on various CRM models from the Creative Industries Clusters Programme Award Holders Workshop held in Belfast in February 2019. Session facilitated by Nicola Osborne, Programme Manager and Michaela Turner, Business Development Manager for Creative Informatics at the University of Edinburgh.
[EIC 2021] Securing the Digital Double - The Path to a Trusted Digital EcosystemWSO2
Digital life is a replication of the physical world in a digital ecosystem. As a result, people and things have an equal digital representation, which we call a digital double. Your digital double is active and involved in various activities, even when you take a nap. Therefore, securing the digital double is critical. As an enterprise or security architect designing digital experiences, you have to pay attention to privacy, confidentiality, trust, and the security of a digital double. In this session, Asanka will explain an architectural approach to building a trusted digital ecosystem using APIs, integration, and identity.
CENTREDOC was created in 1964 as the technical information center of the swiss watchmaking industry. Building on a strong team of engineers, CENTREDOC now offers a complete range of services and solutions for the monitoring of strategic, technological and competitive information. CENTREDOC is also a leader in the research of patent, technical and business intelligence, and offers consulting expertise in the implementation of monitoring solutions.
Erhöhung der Performance bei gleichzeitiger Senkung der IT-Kosten? Anforderungen an ein effizientes Rechenzentrum bei divergierenden technischen und betriebswirtschaftlichen Zielsetzungen. - Mag. Johannes Lackner (Oracle Austria)
Use of ArchiMate at Colruyt Group (presentation by Brechtel Dero at the I.T. ...Patrick Van Renterghem
Presentation by Brechtel Dero at the I.T. Works/LoQutus meetup on July 1st, 2014 at Vlerick School Campus Gent. See http://www.meetup.com/The-big-pICTure-how-ICT-changes-business-and-society/events/181256842/ for full details on this event
Olivier Blais: Want to adopt AI in your business: good luck!Lviv Startup Club
Olivier Blais: Want to adopt AI in your business: good luck!
Data Science Online Camp 2021
Website - https://dscamp.org/
Youtube - https://www.youtube.com/startuplviv
FB - https://www.facebook.com/Data-Science-Camp-103012708431833
A brief description of the type of work our Program Manager deal with. We offer typically all of these tasks as part of our service offering, our staff will provide you with these set of duties
Enterprise Architecture has been a focus for IT organizations for years. As capabilities and results mature it becomes obvious that technology architectures generally reflect the complexity of the businesses they support. Thus, true architectural success and value require alignment between the business and IT. In this session, hear how Cisco has made progress establishing organizational structures, processes, and governance that bridge the gap between Business and Technology Architectures.
AI-SDV 2020: Using Transformer technology to build an AI based personal News ...Dr. Haxel Consult
After having successfully implemented a proof of concept in late 2019, DS9 started with one of its customers to implement a pilot for a Deep Learning based personal News Rating system.
The system was initially trained to rate news matching a limited number of typical user profiles. Over time the system would evolve and learn more and more about personal preferences and build user-specific rating models.
This talk looks at the many challenges we overcame during implementation: collecting training data, integrating many diverse news sources, management of many user-specific models and automatic deployment to production.
The embedded market is growing fast, so do we ! Are you searching for a challenging technical environment combining an international approach and true team spirit? Choose Witekio’s adventure!
In this deck from the 2019 UK HPC Conference, Glyn Bowden from HPE presents: The Eco-System of AI and How to Use It.
"This presentation walks through HPE's current view on AI applications, where it is driving outcomes and innovation, and where the challenges lay. We look at the eco-system that sits around an AI project and look at ways this can impact the success of the endeavor."
Watch the video: https://wp.me/p3RLHQ-kVS
Learn more: https://www.hpe.com/us/en/solutions/artificial-intelligence.html
and
http://hpcadvisorycouncil.com/events/2019/uk-conference/agenda.php
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
HyperHack 2023 Global Presentation - AMER Enablement_070623.pdfDianaGray10
📣 Join us for Are You AI-Powered Project Informed? HyperHack 2023 Enablement Session 2 with experts from UiPath and UiPath MVPs to talk to you about the upcoming HyperHack and information to inform you on UiPath AI-Powered Solutions.
👉 Agenda
In this session, you'll get a detailed insight into:
• Introduction to HyperHack 2023
• What is a hackathon and how to participate?
• Overview of rules and categories
• Demos of AI-Powered Automation Solutions
• Judging criteria and prizes
• Submission guidelines and deadlines
• Tips on identifying your use case
• Tips on how to present and demonstrate your idea or project.
What's Next? Ongoing help and support from MVPs, and UiPath Forum.
Speakers:
Joe Edwards, Senior Product Marketing Manager @UiPath
KJ Fenton, Technical Enablement Manager @UiPath
Dhruv Patel, Senior Sales Engineer @ UiPath
Ashritha Kallu, RPA Developer @UiPath
Melody He, Solution Architect @UiPath
Tracy Dixon, Operational Excellence and UiPath Partner Lead, along with 4x UiPath MVP
Accelerate Enterprise Software Engineering with PlatformlessWSO2
Key takeaways:
Challenges of building platforms and the benefits of platformless.
Key principles of platformless, including API-first, cloud-native middleware, platform engineering, and developer experience.
How Choreo enables the platformless experience.
How key concepts like application architecture, domain-driven design, zero trust, and cell-based architecture are inherently a part of Choreo.
Demo of an end-to-end app built and deployed on Choreo.
Enterprise and Solutions Architect with accomplished career in a variety of industries including pharmaceutical research (clinical trial systems), ecommerce/digital search and advertising, computer security and hardware-software Integration. Highly skilled Java engineer with special interest in Graph Databases/Neo4J & Hume Knowledge Bases, Google Cloud Platform, robotics & automation, machine learning, and distributed systems. Known for ability to architect complex problems into simple component-based solutions. Prepared and presented courses on Containerization, Business Intelligence and Analytics, Computer Security, Agile Methodology Pros and Cons, Software Engineering, Disaster Recovery and Governance. Successful working as individual contributor as well as a collaborative team member. Passionate about innovation, problem-solving and mentoring.
ATC follows Agile Software Development Methodology (based on iterative and incremental development processes), where requirements and solutions evolve through collaboration between self-organizing, cross-functional teams.
Capgemini Oracle Engineered Systems Support Model Johan Louwers
An introduction to the Capgemini support model for Oracle Engineered Systems. Including information about the Capgemini Global Oracle Architect Office and the Global Center of Excellence for Oracle Engineered Systems within Capgemni.
Using the power of OpenAI with your own data: what's possible and how to start?Maxim Salnikov
The top questions we get about ChatGPT-powered enterprise scenarios are all about using the company's own data as the basis for the responses. In this session, we'll explore various options starting from simply injecting data into the prompt to the advanced architectures with multiple Cognitive Services chained together and fine-tuning models - all for you to choose the flexible, scalable, and cost-efficient solution that works the best for you.
Building a 360 Degree View of Your Customers on BICSPerficient, Inc.
Why there is a need for Customer 360 and what the proposed cloud based solution is. We cover the stages of strategic marketing and how Oracle BI can help.
Explore our most comprehensive guide on lookback analysis at SafePaaS, covering access governance and how it can transform modern ERP audits. Browse now!
[Note: This is a partial preview. To download this presentation, visit:
https://www.oeconsulting.com.sg/training-presentations]
Sustainability has become an increasingly critical topic as the world recognizes the need to protect our planet and its resources for future generations. Sustainability means meeting our current needs without compromising the ability of future generations to meet theirs. It involves long-term planning and consideration of the consequences of our actions. The goal is to create strategies that ensure the long-term viability of People, Planet, and Profit.
Leading companies such as Nike, Toyota, and Siemens are prioritizing sustainable innovation in their business models, setting an example for others to follow. In this Sustainability training presentation, you will learn key concepts, principles, and practices of sustainability applicable across industries. This training aims to create awareness and educate employees, senior executives, consultants, and other key stakeholders, including investors, policymakers, and supply chain partners, on the importance and implementation of sustainability.
LEARNING OBJECTIVES
1. Develop a comprehensive understanding of the fundamental principles and concepts that form the foundation of sustainability within corporate environments.
2. Explore the sustainability implementation model, focusing on effective measures and reporting strategies to track and communicate sustainability efforts.
3. Identify and define best practices and critical success factors essential for achieving sustainability goals within organizations.
CONTENTS
1. Introduction and Key Concepts of Sustainability
2. Principles and Practices of Sustainability
3. Measures and Reporting in Sustainability
4. Sustainability Implementation & Best Practices
To download the complete presentation, visit: https://www.oeconsulting.com.sg/training-presentations
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...BBPMedia1
Marvin neemt je in deze presentatie mee in de voordelen van non-endemic advertising op retail media netwerken. Hij brengt ook de uitdagingen in beeld die de markt op dit moment heeft op het gebied van retail media voor niet-leveranciers.
Retail media wordt gezien als het nieuwe advertising-medium en ook mediabureaus richten massaal retail media-afdelingen op. Merken die niet in de betreffende winkel liggen staan ook nog niet in de rij om op de retail media netwerken te adverteren. Marvin belicht de uitdagingen die er zijn om echt aansluiting te vinden op die markt van non-endemic advertising.
Improving profitability for small businessBen Wann
In this comprehensive presentation, we will explore strategies and practical tips for enhancing profitability in small businesses. Tailored to meet the unique challenges faced by small enterprises, this session covers various aspects that directly impact the bottom line. Attendees will learn how to optimize operational efficiency, manage expenses, and increase revenue through innovative marketing and customer engagement techniques.
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...BBPMedia1
Grote partijen zijn al een tijdje onderweg met retail media. Ondertussen worden in dit domein ook de kansen zichtbaar voor andere spelers in de markt. Maar met die kansen ontstaan ook vragen: Zelf retail media worden of erop adverteren? In welke fase van de funnel past het en hoe integreer je het in een mediaplan? Wat is nu precies het verschil met marketplaces en Programmatic ads? In dit half uur beslechten we de dilemma's en krijg je antwoorden op wanneer het voor jou tijd is om de volgende stap te zetten.
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Personal Brand Statement:
As an Army veteran dedicated to lifelong learning, I bring a disciplined, strategic mindset to my pursuits. I am constantly expanding my knowledge to innovate and lead effectively. My journey is driven by a commitment to excellence, and to make a meaningful impact in the world.
3.0 Project 2_ Developing My Brand Identity Kit.pptxtanyjahb
A personal brand exploration presentation summarizes an individual's unique qualities and goals, covering strengths, values, passions, and target audience. It helps individuals understand what makes them stand out, their desired image, and how they aim to achieve it.
Business Valuation Principles for EntrepreneursBen Wann
This insightful presentation is designed to equip entrepreneurs with the essential knowledge and tools needed to accurately value their businesses. Understanding business valuation is crucial for making informed decisions, whether you're seeking investment, planning to sell, or simply want to gauge your company's worth.
Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
What is the TDS Return Filing Due Date for FY 2024-25.pdfseoforlegalpillers
It is crucial for the taxpayers to understand about the TDS Return Filing Due Date, so that they can fulfill your TDS obligations efficiently. Taxpayers can avoid penalties by sticking to the deadlines and by accurate filing of TDS. Timely filing of TDS will make sure about the availability of tax credits. You can also seek the professional guidance of experts like Legal Pillers for timely filing of the TDS Return.
Putting the SPARK into Virtual Training.pptxCynthia Clay
This 60-minute webinar, sponsored by Adobe, was delivered for the Training Mag Network. It explored the five elements of SPARK: Storytelling, Purpose, Action, Relationships, and Kudos. Knowing how to tell a well-structured story is key to building long-term memory. Stating a clear purpose that doesn't take away from the discovery learning process is critical. Ensuring that people move from theory to practical application is imperative. Creating strong social learning is the key to commitment and engagement. Validating and affirming participants' comments is the way to create a positive learning environment.
Discover the innovative and creative projects that highlight my journey throu...dylandmeas
Discover the innovative and creative projects that highlight my journey through Full Sail University. Below, you’ll find a collection of my work showcasing my skills and expertise in digital marketing, event planning, and media production.
1. 5 elements of AI
Industry standard and open source platform
www.5elementsofai.com
2. About me
Tobias Oberrauch
Senior Consultant for CGI
E-Mail: tobias.oberrauch@pioneers.ai
• AI, Azure and new technologies like vue.js
• Guitar & Piano
• AI for good -> AI PIONEERS -> 5 elements of AI
3.
4. „5 elements of AI“
Open
Industry standard
Open industry standard for a
structured and collaborative
execution of AI projects
Founded by many members of
the “KI Bundesverband” as well
as employees of CGI, Daimler
and Bosch.
Open source
Plattform
A platform that supports the
planning and implementation of AI
projects.
The platform can be operated
directly via the UI or used via the API.
Both can be installed on own
servers.
Community &
Meetups
A community that focuses on
AI.
A Meetup series that explains
the open industry standard
and open source platform.
5.
6. Data & use cases
Development of new business models based on
existing use cases and identified opportunities
7. Use cases & data
Use case catalog
Use cases can consist of several algorithms and
are stored with the following information:
Input parameters, output parameters,
categories, description, effort, potential
www.appliedai.com
Examples
Data catalog
Data is stored with the following information:
Metadata (machine-processable), finding data
sources, controlling access to data, history of
data and data sources, origin of data and data
sources
Examples
• Cloudera Navigator, Datum, IBM Data
Governance, Hortonworks data steward
studio, Talend
• Cloud: Google, Azure, AWS and Watson
Knowledge Catalog
8. Priorize use cases
Use cases are evaluated and sorted according
to their value and simplicity
Simplicity
• Time
• Implementation speed
• Complexity
• Resources
Value
• Return on investment
Simplicity
Value
4
3
2
1
5
9. Strategy
The strategy is the central element and is constantly adapted
to the requirements and the environment.
10. Components
Data
Data catalogs
Use cases
Data & Use cases
Purpose
Requirements
Team
Projects
centre of excellence
Training and further education
Events
Monitoring and logging
Continuous improvement
Team
Onboarding
Center of excellence – Aufbau
Hosting & Deployment
Implementation & Scaling
Vision & Missions
Target groups
Competitor
Research
Core
12. Train model
Provide modelPersist dataCollect data
4
5
6
Process data
6 6
1
3
2
1. GPU Infrastructure
2. Edge devices
3. Development platform for model development
4. Sensor technology for data acquisition
5. Device management
6. Data procurement
13. An environment in which AI cases are identified,
evaluated and provided.
13
15. Leuchtturm-Projekte
Prototype
Implementation of an use case in an agile way. Try to proceed in
small steps with an try-and-error approach.
Purpose
The lighthouse project should have an effect on following
projects by serving inspiration and orientation.
Requirements
Agile approach, small team of qualified and creative employees,
few dependencies
17. Implementation & Scaling
From Protype to executable version
The system landscape is built around the Prototype: Frontend,
Backend, User Management…
Hosting & Deployment
Cloud, On Premise or hybrid architecture
Onboarding
A process that every team member has to go through to be
prepared for AI projects.
Center of Excellence – Structure
The Centre of Excellence defines the standards and procedures
in the strategy
19. Continuous improvement
Center of Excellence
Centralized, dedicated AI team or distributed data scientists in each
team
Education and training
Development of a continuous knowledge transfer and access to
educational platforms such as Coursera, Udemy or edX
Events
Hackathons and other lighthouse projects.
Monitoring and logging
Continuous measurement of the performance of the implemented AI
algorithms. Regular improvement and correction of these algorithms.
22. Roadmap
5 elements of AI
01.04.
2020
Open Source Platform: Start development
06.01.
2020
Open Standard 1.0
01.06.
2020
Open Source Platform Beta
Use cases
01.06.
2020
Open Standard 1.1
01.09.
2020
Open Source Plattform 1.0
23. Contact me and join
Tobias Oberrauch
Senior Consultant for CGI
• E-Mail: tobias.oberrauch@pioneers.ai
• Phone: +49 151 174 256 23
• https://www.linkedin.com/in/tobiasoberrauch/
• https://www.xing.com/profile/Tobias_Oberrauch
• https://www.meetup.com/de-DE/aipioneers/members
