apidays London 2023 - APIs for Smarter Platforms and Business Processes
September 13 & 14, 2023
Open Standards, AI and Data for better business decisions
Dr Ravinder Singh, Modernising Technology Programme Manager - Cabinet Office (Civil Services) at Government Digital Service
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Imagine yourself just a couple of years from now, in 2020. Experts believe by then the Internet of Things (IoT) will consist of an estimated 30 billion objects. Though the exact number is up for discussion, there is no doubt that the connectivity of things will grow. This implies the number of people needing to understand how IoT works will also grow. Thus there is a need to teach professionals what IoT is, how to use it to their advantage, and what challenges to expect.
Guy Martin, OIC Head of Digital Marketing, discusses the need for app standards within IoT, and how OIC is structured to begin delivering on a cross-platform common communications layer.
Vertex perspectives ai optimized chipsets (part i)Yanai Oron
Businesses are increasingly adopting AI to create new applications to transform existing operations, driving big data with the growth of IoT and 5G networks and increasing future process complexities for human operators. In this new environment, AI will be needed to write algorithms dynamically to automate the entire programming process. Fortunately, algorithms associated with deep learning are able to achieve enhanced performance with increasing data, unlike the rest associated with machine learning.
Vertex Perspectives | AI-optimized Chipsets | Part IVertex Holdings
Businesses are increasingly adopting AI to create new applications to transform existing operations, driving big data with the growth of IoT and 5G networks and increasing future process complexities for human operators. In this new environment, AI will be needed to write algorithms dynamically to automate the entire programming process. Fortunately, algorithms associated with deep learning are able to achieve enhanced performance with increasing data, unlike the rest associated with machine learning. To date, deep learning technology has primarily been a software play. Existing processors were not originally designed for these new applications. Hence the need to develop AI-optimized hardware.
IoT: Understanding its potential and what makes it tick! by Mark TorrBosnia Agile
This presentation will discuss why IoT has the potential to revolutionize many aspects of our lives by explaining what enables it today and the promise holds for our future. In addition the presentation will dive into the components you need in a IoT solution using Microsoft Azure services to demonstrate them in action as we build a live IoT application on stage!
A presentation that provides insights on new age product ideas to people wanting to venture a start up
Made this presentation to students of IMI some time back a
Imagine yourself just a couple of years from now, in 2020. Experts believe by then the Internet of Things (IoT) will consist of an estimated 30 billion objects. Though the exact number is up for discussion, there is no doubt that the connectivity of things will grow. This implies the number of people needing to understand how IoT works will also grow. Thus there is a need to teach professionals what IoT is, how to use it to their advantage, and what challenges to expect.
Guy Martin, OIC Head of Digital Marketing, discusses the need for app standards within IoT, and how OIC is structured to begin delivering on a cross-platform common communications layer.
Vertex perspectives ai optimized chipsets (part i)Yanai Oron
Businesses are increasingly adopting AI to create new applications to transform existing operations, driving big data with the growth of IoT and 5G networks and increasing future process complexities for human operators. In this new environment, AI will be needed to write algorithms dynamically to automate the entire programming process. Fortunately, algorithms associated with deep learning are able to achieve enhanced performance with increasing data, unlike the rest associated with machine learning.
Vertex Perspectives | AI-optimized Chipsets | Part IVertex Holdings
Businesses are increasingly adopting AI to create new applications to transform existing operations, driving big data with the growth of IoT and 5G networks and increasing future process complexities for human operators. In this new environment, AI will be needed to write algorithms dynamically to automate the entire programming process. Fortunately, algorithms associated with deep learning are able to achieve enhanced performance with increasing data, unlike the rest associated with machine learning. To date, deep learning technology has primarily been a software play. Existing processors were not originally designed for these new applications. Hence the need to develop AI-optimized hardware.
IoT: Understanding its potential and what makes it tick! by Mark TorrBosnia Agile
This presentation will discuss why IoT has the potential to revolutionize many aspects of our lives by explaining what enables it today and the promise holds for our future. In addition the presentation will dive into the components you need in a IoT solution using Microsoft Azure services to demonstrate them in action as we build a live IoT application on stage!
A presentation that provides insights on new age product ideas to people wanting to venture a start up
Made this presentation to students of IMI some time back a
Top 10 Most Demand IT Certifications Course in 2020 - MildainTrainingsMildain Solutions
The professionals in the field of Information Technology understands the importance of certification to their career and growth.
The information provided in this guide is backed by real data. Let us look at the top IT certifications that will remain to be a trend in 2020.
Mildaintrainings https://mildaintrainings.com/ offers Several trainings all over the world.
apidays LIVE Hong Kong - The Future of Legacy - How to leverage legacy and on...apidays
apidays LIVE Hong Kong - The Open API Economy: Finance-as-a-Service & API Ecosystems
The Future of Legacy - How to leverage legacy and on-prem assets in your digital transformation with Digital-Driven Integration
Zeev Avidan, Chief Product Officer of OpenLegacy
The Internet of Things - beyond the hype and towards ROIPerry Lea
How do you move beyond the hype of IoT and towards profitability? This short lecture examines the hype and origin of IoT and the reality of the industry. It then talks about my experiences with the industry, customers, and technologists. Some have outright failed in IoT projects, others are succeeding.
Get beyond the prototype and lab experiment.
Big data is an opportunity for communications service providers (CSPs) to create the intelligence for operating their infrastructures more efficiently, to analyze the success of their services, and to create a better personal experience for their customers.
CSP Top executives, Network and IT managers and Marketing, are eager to exploit the large amount of information to achieve better business decisions. They expect their Chief Technical Officer to provide end-to-end analytic solutions based on the data available in their IT and network infrastructure.
This presentation analyzes the complete value chain that can transform CSPs’ data to knowledge. It covers the sources of information, the data collection tools, the analytic platforms providing quick data access, and finally the business intelligence use cases with the presentation and visualization of the results and predictions.
Build a Mobile Foundation to Drive Digital Transformation InitiativesPerficient, Inc.
Mobile has been adopted faster than any consumer technology in history. In an always-on, always-connected world we expect the information we want to be available whenever and wherever we want it. As customer expectations rise, you need to change the way you work and engage with them.
While highly engaging user experiences are critical, you’re often faced with aging technologies on supporting back-end systems that can hinder innovation. You’re challenged to transform the mobile experience by delivering high-quality, secure and scalable mobile experiences quickly.
Our webinar covered:
-Top mobile trends that are driving digital transformation and delivering significant business value
-Key process and architecture improvements that speed development and ensure stable, scalable, and secure mobile services
-Tips for establishing a flexible mobility strategy and architecture for app development, mobile app management, mobile device management, and integration approaches
Startup pitch presented by co-founder and CEO Jaco Els. Cubitic offers a predictive analytics platform that allows developers to build custom solutions for analytics and visualisation on top of a machine learning engine.
Microsoft cloud profitability scenariosMedhy Sandjak
La demande des clients pour les services sur le Cloud ne cesse de grandir.
Identifiez de nouvelles opportunités pour étendre votre rentabilité grâce à des exemples de modèles financiers et de scénarios dans le Cloud via Microsoft CSP.
Sotiris is currently working as Research Director with the Institute of Computer Science at the Foundation for Research and Technology - Hellas, where his research interests include systems, networks, and security. He is also a member of the European Union Agency for Network and Information Security (ENISA) Permanent Stakeholders Group! During Data Science Conference, Sotiris will talk about how data sharing between private companies and research facilities may lead to monetization.
For businesses that want to stay relevant in a Digitized Market, it's imperative to consider Digital Transformation. At Cygnet we deliver 100% Agile solutions in line with your business goals
Black Box® is a trusted Global Solutions Provider delivering cutting-edge technology solutions and world-class consulting services to businesses around the globe. Some of the solutions include Connected building solutions, Smart building consulting, Smart office solutions, Enterprise Wi-Fi solutions, Wireless LAN services, Edge computing solutions, 5G & OnGo Solutions, Cybersecurity Solutions, etc.
We also provide the latest and world-class products like Structured Cabling Products, IoT Products, KVM Switches, Networking, and Datacom products, AV, Multimedia and Datacom Signage, Video Wall Controllers & Processors, USB Connectivity Solutions, and CBRS Service providers, etc. & lot more.
We are providing Solutions, products, and consulting services to Managed IT service providers, IT Support Services Companies, Wireless service providers, IoT device management companies, Data center construction companies, Data center services providers, Hyper-scale data center companies, 5g wireless technology providers, SD-WAN companies, UCaaS Solution providers, Digital transformation companies, and Private LTE vendors, etc. to name a few.
Our IT infrastructure solutions, services, and products enable secure, flawless connectivity and meaningful collaboration for businesses in every major market sector on six continents.
For more information please visit - https://www.blackbox.com/en-us/discover-bb/about-blackbox
Building a reliable and scalable IoT platform with MongoDB and HiveMQDominik Obermaier
Today’s Internet of Things (IoT) is enabling companies to blend together the physical and digital worlds, creating new business models and generating insights that increase productivity at once unimaginable levels. However, managing the ever growing volume of heterogeneous IoT data from disparate devices, systems and applications both on premise and in the cloud can be a challenging endeavour without a scalable and reliable IoT platform.
In this webinar, we will explore why and how companies are leveraging HiveMQ and MongoDB to build exactly that: a scalable and reliable IoT platform. Based upon a sample fleet management scenario, we will explain how telematics data can be routed via MQTT and efficiently stored to provide analytics and insights into the data.
Key Learnings
- Common challenges and pitfalls of IoT projects
- Required components for effectively handling data with an IoT platform
- HiveMQ for MQTT to enable bi-directional device communication over unstable networks
- MongoDB as the flexible and scalable modern data platform combining data from different sources and powering your applications
- Why MongoDB and HiveMQ is such a great combination
API and App Ecosystems - Build The Best: a deep diveCisco DevNet
A session in the DevNet Zone at Cisco Live, Berlin. This presentation presents our perspective and guidance on full life-cycle management and governance of API's from defining with the customer in mind, building, publishing on a single platform, supporting and retiring API's for the business outcomes you're driving!
Apidays Helsinki 2024 - APIs ahoy, the case of Customer Booking APIs in Finn...apidays
Keynote 1: APIs ahoy, the case of Customer Booking APIs in Finnlines and Grimaldi Lines, ShortSea
Vesa Vähämaa, Head of Group IT, Software at Finnlines Plc
Apidays Helsinki & North 2024 - Connecting Physical and Digital: Sustainable APIs for the Era of AI, Super and Quantum Computing (May 28 and 29, 2024)
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Apidays Helsinki 2024 - From Chaos to Calm- Navigating Emerging API Security...apidays
From Chaos to Calm: Navigating Emerging API Security Challenges
Eli Arkush, Principal Solutions Engineer, API Security at Akamai
Apidays Helsinki & North 2024 - Connecting Physical and Digital: Sustainable APIs for the Era of AI, Super and Quantum Computing (May 28 and 29, 2024)
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Top 10 Most Demand IT Certifications Course in 2020 - MildainTrainingsMildain Solutions
The professionals in the field of Information Technology understands the importance of certification to their career and growth.
The information provided in this guide is backed by real data. Let us look at the top IT certifications that will remain to be a trend in 2020.
Mildaintrainings https://mildaintrainings.com/ offers Several trainings all over the world.
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Get beyond the prototype and lab experiment.
Big data is an opportunity for communications service providers (CSPs) to create the intelligence for operating their infrastructures more efficiently, to analyze the success of their services, and to create a better personal experience for their customers.
CSP Top executives, Network and IT managers and Marketing, are eager to exploit the large amount of information to achieve better business decisions. They expect their Chief Technical Officer to provide end-to-end analytic solutions based on the data available in their IT and network infrastructure.
This presentation analyzes the complete value chain that can transform CSPs’ data to knowledge. It covers the sources of information, the data collection tools, the analytic platforms providing quick data access, and finally the business intelligence use cases with the presentation and visualization of the results and predictions.
Build a Mobile Foundation to Drive Digital Transformation InitiativesPerficient, Inc.
Mobile has been adopted faster than any consumer technology in history. In an always-on, always-connected world we expect the information we want to be available whenever and wherever we want it. As customer expectations rise, you need to change the way you work and engage with them.
While highly engaging user experiences are critical, you’re often faced with aging technologies on supporting back-end systems that can hinder innovation. You’re challenged to transform the mobile experience by delivering high-quality, secure and scalable mobile experiences quickly.
Our webinar covered:
-Top mobile trends that are driving digital transformation and delivering significant business value
-Key process and architecture improvements that speed development and ensure stable, scalable, and secure mobile services
-Tips for establishing a flexible mobility strategy and architecture for app development, mobile app management, mobile device management, and integration approaches
Startup pitch presented by co-founder and CEO Jaco Els. Cubitic offers a predictive analytics platform that allows developers to build custom solutions for analytics and visualisation on top of a machine learning engine.
Microsoft cloud profitability scenariosMedhy Sandjak
La demande des clients pour les services sur le Cloud ne cesse de grandir.
Identifiez de nouvelles opportunités pour étendre votre rentabilité grâce à des exemples de modèles financiers et de scénarios dans le Cloud via Microsoft CSP.
Sotiris is currently working as Research Director with the Institute of Computer Science at the Foundation for Research and Technology - Hellas, where his research interests include systems, networks, and security. He is also a member of the European Union Agency for Network and Information Security (ENISA) Permanent Stakeholders Group! During Data Science Conference, Sotiris will talk about how data sharing between private companies and research facilities may lead to monetization.
For businesses that want to stay relevant in a Digitized Market, it's imperative to consider Digital Transformation. At Cygnet we deliver 100% Agile solutions in line with your business goals
Black Box® is a trusted Global Solutions Provider delivering cutting-edge technology solutions and world-class consulting services to businesses around the globe. Some of the solutions include Connected building solutions, Smart building consulting, Smart office solutions, Enterprise Wi-Fi solutions, Wireless LAN services, Edge computing solutions, 5G & OnGo Solutions, Cybersecurity Solutions, etc.
We also provide the latest and world-class products like Structured Cabling Products, IoT Products, KVM Switches, Networking, and Datacom products, AV, Multimedia and Datacom Signage, Video Wall Controllers & Processors, USB Connectivity Solutions, and CBRS Service providers, etc. & lot more.
We are providing Solutions, products, and consulting services to Managed IT service providers, IT Support Services Companies, Wireless service providers, IoT device management companies, Data center construction companies, Data center services providers, Hyper-scale data center companies, 5g wireless technology providers, SD-WAN companies, UCaaS Solution providers, Digital transformation companies, and Private LTE vendors, etc. to name a few.
Our IT infrastructure solutions, services, and products enable secure, flawless connectivity and meaningful collaboration for businesses in every major market sector on six continents.
For more information please visit - https://www.blackbox.com/en-us/discover-bb/about-blackbox
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Today’s Internet of Things (IoT) is enabling companies to blend together the physical and digital worlds, creating new business models and generating insights that increase productivity at once unimaginable levels. However, managing the ever growing volume of heterogeneous IoT data from disparate devices, systems and applications both on premise and in the cloud can be a challenging endeavour without a scalable and reliable IoT platform.
In this webinar, we will explore why and how companies are leveraging HiveMQ and MongoDB to build exactly that: a scalable and reliable IoT platform. Based upon a sample fleet management scenario, we will explain how telematics data can be routed via MQTT and efficiently stored to provide analytics and insights into the data.
Key Learnings
- Common challenges and pitfalls of IoT projects
- Required components for effectively handling data with an IoT platform
- HiveMQ for MQTT to enable bi-directional device communication over unstable networks
- MongoDB as the flexible and scalable modern data platform combining data from different sources and powering your applications
- Why MongoDB and HiveMQ is such a great combination
API and App Ecosystems - Build The Best: a deep diveCisco DevNet
A session in the DevNet Zone at Cisco Live, Berlin. This presentation presents our perspective and guidance on full life-cycle management and governance of API's from defining with the customer in mind, building, publishing on a single platform, supporting and retiring API's for the business outcomes you're driving!
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Apidays Helsinki 2024 - APIs ahoy, the case of Customer Booking APIs in Finn...apidays
Keynote 1: APIs ahoy, the case of Customer Booking APIs in Finnlines and Grimaldi Lines, ShortSea
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------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
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Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
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Explore the API ecosystem with the API Landscape:
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Apidays Helsinki & North 2024 - Connecting Physical and Digital: Sustainable APIs for the Era of AI, Super and Quantum Computing (May 28 and 29, 2024)
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
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Explore the API ecosystem with the API Landscape:
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
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Explore the API ecosystem with the API Landscape:
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
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Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024)
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
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Apidays New York 2024 - Driving API & EDA Success by Marcelo Caponi, Danoneapidays
Driving API & EDA Success: Comparing CoE & C4E Models for Organizational Enablement
Marcelo Caponi, Global Product Manager - API & Integration at Danone
Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024)
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Apidays New York 2024 - Build a terrible API for people you hate by Jim Benne...apidays
Build a terrible API for people you hate
Jim Bennett, Principal Developer Advocate at liblab
Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024)
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Apidays New York 2024 - API Secret Tokens Exposed by Tristan Kalos and Antoin...apidays
API Secret Tokens Exposed: Insights from Analyzing 1 Million Domains
Tristan Kalos, Co-founder and CEO at Escape
Antoine Carossio, Co-Founder & CTO at Escape
Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024)
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Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
apidays London 2023 - Open Standards, AI and Data for better business decisions, Dr Ravinder Singh, Government Digital Service
1. Dr. Ravinder Singh
Modernising Technology Programme Manager
Cabinet Office-Central Digital and Data Office
ravinder.singh@digital.cabinet-office.gov.uk
4. >2.6 quintillion bytes
Data Generated everyday
By 2025 : 463 exabytes per day
Instagram photos and videos : 95 million
Every day, 306.4 billion emails are sent, and 500 million Tweets are made.
Year Data Generated Change Over
Previous Year
2020* 64.2 zettabytes ↑ 23.2 zettabytes
2021* 79 zettabytes ↑ 14.8 zettabytes
2022* 97 zettabytes ↑ 18 zettabytes
2023* 120 zettabytes ↑ 23 zettabytes
CDDO
5. Every minute of the day:
• Number of Google Searches: 5.9mn
• WhatsApp Messages: 41.7mn
• TikTok Videos: 167 mn
• $3805 for mobile Apps
• On Facebook: 510 K comments are posted, 293 K statuses are updated, and 136 K photos are uploaded.
• Instagram photos: 55 K
• Twitter Tweets: 0.5 mn
• Youtube videos seen: 4.5 mn
• Instagram posts: 277 K
• Tinder: 1.4 mn Swipes
• 188 mn emails
• 103 mn spam mails
• 18 mn text messages
Every Day:
• 2.9 bn email users
• Number of Facebook users: 2.38 bn
• Facebook logon daily: 1.56 bn
• Mobile Facebook users: 1.74 bn
• Fake profiles: 83 mn
• Instagram users: 600 mn (400 mn active every day)
• 95 mn photos and videos shared in Instagram
• 100 mn use stories on Instagram
• 232 K skype calls
8. Ø Transparency and accountability:
AI-ML remains a black box
Ø Data Quality and Algorithm
Ø Data Availability and integrity
Ø Data privacy and security issues.
Ø Resource / lack of expertise
Ø Workforce development
Ø Regulations
Ø Legal and ethical considerations
Ø Security
Ø Legacy systems and Integration
CDDO
Current challenges
9. Ø Enhanced Efficiency and productivity
Ø Improved service delivery to citizens
Ø Data-Driven Decision Making
Ø Citizen Engagement and Participation
Ø Cost savings and resource optimization
Ø Enhanced transparency and accountability
Ø Policy Writing
Ø Writing Business case
Ø Writing Project reports
Ø Software coding to develop bespoke or
customisation of existing services
Ø Medical field
CDDO
Opportunities
10. $5bn to $30bn £1bn
China (2017-2030) UK, backed by £300mn of private investment
Beijing - $2bn
Tanjin $16bn
$1.8bn $ 1bn
France USA
47%
Employment opportunities taken by machines
It has been estimated that AI could add an additional USD $814 billion (£630bn) to the UK economy by 2035,
increasing the annual growth rate of GVA from 2.5 to 3.9%.
Estimated that AI has the potential to add $957 billion to India’s GDP by 2035 and boost India’s annual growth by
1.3 percentage points by 2035.
CDDO
13. Judgement Based
Rules Based
Programmed
Strictly Controlled
Contained
Transformational
Tactical
Business
Impact
Self-Learning
Autonomous
Unbounded
Automation
Platform
Foundation Automation
VB Scripts, Excel Macros,
Hotkeys, Unified
Desktop
Artificial Intelligence
Virtual Assistance
Robotics Process Automation
CDDO
14. “By 2021, The RPA Market value,
While Large, It's Only A Subset Of
The $48.5 Billion Broader AI
Cubicle Spend”, Forrester 2017
of the world’s leading
organizations will implement a
Chief Robotics Officer role
and/or define a robotics-
specific function within the
business by 2019.
IDC Worldwide Robotics 2017
Predictions-Jing Bing Zhang
30%
3M
workers globally will be
supervised by a “roboboss” by
2018, GARTNER
A world in which your organisation is 15% human and 85% robots?
$2.9B
of all customer
interactions will be
handled without a
human agent by
2020, GARTNER
85%
$9T
1/3
of the workforce
may be replaced by
robots by the year
2025, GARTNER
“Employment costs could be cut with AI-
enabled automation of knowledge work by
2020”, Everest, Bank of America
16. CDDO
Generative AI and LLM
• A branch of AI/ML that focuses on creating or
generating new content, such as images, text,
audio, or even entire virtual worlds, based on
patterns and data it has been trained on.
• Unlike traditional AI systems that primarily focus
on recognizing patterns and making predictions
based on existing data, generative AI goes a
step further by generating new and original
content that closely resembles the data it has
learned from.
• Generative AI techniques typically rely on deep
learning models, such as generative adversarial
networks (GANs), variational autoencoders
(VAEs), or transformers.
• Generative AI has various applications across
different domains. It can be used for creative
purposes, such as generating artwork, music, or
storytelling
Image: BCV
17. Internet of Things (IoT)
CDDO
Three Key components
• Things/Devices: physical objects or
devices equipped with sensors,
actuators, and connectivity capabilities.
• Connectivity: Wi-Fi, Bluetooth, cellular
networks, low-power wide-area
networks (LPWAN), or other wireless
protocols.
• Cloud and Data Processing: The data
collected by IoT devices is sent to cloud-
based platforms or edge computing
systems, where it is processed,
analysed, and stored.
IoT
• Smart Homes
• Industrial IoT (IIoT)
• Healthcare IoT
• Agriculture IoT
20. We support and encourage the use of
open standards in government
CDDO
21. "Open Standards" are standards made available to the general public
and are developed (or approved) and maintained via a collaborative
and consensus driven process.
"Open Standards" facilitate interoperability and data exchange among
different products or services and are intended for widespread
adoption.
CDDO
22. • Lower Costs, Vendor Neutrality and no Lock-in
• No boundaries, more choices and variety
• Interoperability and Collaboration
• Increases Innovation
• No Licence Management
• Easier portability of application
• Regular Updates and Quick Fixes
• Flexibility and easier customisation
• Robustness and durability
• Increased available skills
• Efficient use of existing resources
• Higher Quality Software
• More options provide more opportunities to optimise
Advantages of
using Open
Standard
CDDO
24. • Digital transformation engagement models
• Integration of applications, data and
systems
• Optimise channel performance while still
maintaining business continuity
CDDO
25. • Address disparity
• Take advantage of expertise of the back-
end systems -Increased productivity
• Enable innovation with data with more
accurate and trustworthy data
• Derive enterprise-grade artifacts
• Faster decision-making
• Cost-effectiveness
CDDO
26. • Legacy system integration
• Enterprise application integration (EAI)
• Third-party system integration
• Business-to-business integration
27. Ways to connect systems
• Middleware
• Webhooks and Message Queues
• Electronic Data Interchange (EDI)
• Application Programming Interfaces (APIs)
CDDO
28. System integration Approaches
• Point-to-point integration model (P2P) Star/Spaghetti
• Hub-and-spoke model
• Enterprise Service Bus (ESB) model
• Integration Platform as a Service (iPaaS)
CDDO
30. Why we need APIs
• Improved collaboration: The average enterprise uses almost 1,200 cloud
applications
• Easier innovation and flexibility: A company began as an API with just seven
lines of code. The company has since partnered with many of the biggest
enterprises in the world, diversified to offer loans and corporate cards, and was
recently valued at USD 36 billion
• Data monetisation: API economy initially free and then charge. When
AccuWeather launched its self-service developer portal to sell a wide range of API
packages, it took just 10 months to attract 24,000 developers, selling 11,000 API
keys and building a thriving community in the process.
• Added security: APIs create an added layer of protection between your data and
a server. Developers can further strengthen API security by using tokens,
signatures and Transport Layer Security (TLS) encryption; by implementing API
gateways to manage and authenticate traffic
CDDO
32. Traditional integration architecture
Centrally provisioned and administered
Modern integration architecture
Fine-grained deployment, decentralized ownership,
and cloud native infrastructure
CDDO
33. Common API examples
• Universal logins
• Third-party payment processing
• Travel booking comparisons
• Google Maps
• Twitter
CDDO
34. • Open APIs are open source application programming interfaces you can access with the
HTTP protocol. Also known as public APIs, they have defined API endpoints and request and
response formats.
• Partner APIs are application programming interfaces exposed to or by strategic business
partners. Typically, developers can access these APIs in self-service mode through a public
API developer portal. Still, they will need to complete an onboarding process and get login
credentials to access partner APIs.
• Internal APIs are application programming interfaces that remain hidden from external
users. These private APIs aren't available for users outside of the company and are instead
intended to improve productivity and communication across different internal development
teams.
• Composite APIs combine multiple data or service APIs. These services allow developers to
access several endpoints in a single call. Composite APIs are useful in microservices
architecture where performing a single task may require information from several sources.
Types of APIs
CDDO
35. Types of API Protocol
• SOAP (Simple Object Access Protocol) is an API protocol built with XML, enabling users to
send and receive data through SMTP and HTTP. With SOAP APIs, it is easier to share
information between apps or software components that are running in different environments
or written in different languages.
• XML-RPC is a protocol that relies on a specific format of XML to transfer data, whereas SOAP
uses a proprietary XML format. XML-RPC is older than SOAP, but much simpler, and
relatively lightweight in that it uses minimum bandwidth.
• JSON-RPC is a protocol similar to XML-RPC, as they are both remote procedure calls
(RPCs), but this one uses JSON instead of XML format to transfer data. Both protocols are
simple. While calls may contain multiple parameters, they only expect one result.
• REST (REpresentational State Transfer) is a set of web API architecture principles, which
means there are no official standards (unlike those with a protocol). To be a REST API (also
known as a RESTful API), the interface must adhere to certain architectural constraints. It’s
possible to build RESTful APIs with SOAP protocols, but the two standards are usually viewed
as competing specifications.
CDDO
36. API Standard
Ten Commandments
• Have you considered whether the need for your API endpoint is most appropriately served
by a new API or an existing API (or extending existing functionality)?
• Have you got confidence that an external developer with no additional context can
understand and integrate with your API?
• Have you defined appropriate Authorisation requirements for your API?
• Have you considered the risks and potential impact associated with exposing your API?
• Have you established owners for the key processes required for your API?
• Have you built a mature understanding of volumetrics (or expected volumetrics) of your API
and what requirements you have to meet them?
• Have you comprehensively defined the performance metrics that your API needs
to capture?
• Have you defined Transaction Monitoring / Auditing events that are appropriate for
your API?
• Have you considered support model requirements for your API?
• Have you ensured that your API has been built with the expected level of technical quality?
CDDO
37. Government guidelines on APIs
• API technical and data standards - https://www.gov.uk/guidance/gds-api-technical-and-data-
standards
• API Catalogue: UK public sector APIs –
https://www.api.gov.uk/#uk-public-sector-apis
https://github.com/co-cddo/api-catalogue
• Governments border related Application Programming Interfaces (APIs)
https://www.gov.uk/government/publications/apis
CDDO
38. • ONS - Integrated Data Services
• UKRI – Administrative Data Research
• Amazon uses Big Data, and the warehouse closest to the customer is
selected and shipping costs to be considerably reduced by 10-40%
• 1.71 bn Facebook users- targeted marketing and influences
• Election result influence
• Open Data
• Open API
CDDO
39. Microservice Architecture
A microservices architecture consists of a collection of small, autonomous services. Each service is self-
contained and should implement a single business capability within a bounded context
CDDO
40. Big data architecture
A big data architecture is designed to handle the ingestion, processing, and analysis of data that is too large
or complex for traditional database systems
41. IoT architecture
Internet of Things (IoT) is a specialized subset of big data solutions. The following diagram shows a possible
logical architecture for IoT. The diagram emphasizes the event-streaming components of the architecture
CDDO