In this session we'll dive into the journey that Google chooses to take in order focus on AI: what was the mindset, what were the challenges and what is the direction for the future.
Webinar on AI in IoT applications KCG Connect Alumni Digital Series by RajkumarRajkumar R
The Artificial Intelligence in IoT Applications. Take your first step towards a bright future with our renowned alumnus,
Prof R. Raj Kumar on AI for IoT Applications.
He is an award wining author of the book, ‘India 2030’.
To get access to the webinar kindly contact your respective department heads.
Looking forward to having you on the webinar.
.
.
.
#KCGCollege #KCGStudentlife #KCGConnect #Education #EmergingTechnologies #ArtificialIntelligence #IoT #MachineLearning #BlockChain #ElectricVehicle #QuantumTechnology #CAD
Deep Water - Bringing Tensorflow, Caffe, Mxnet to H2OSri Ambati
Arno Candel introduces Deep Water, which brings Tensorflow, Caffe, Mxnet to H2O. It also brings support for GPUs, image classification, NLP and much more to H2O.
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
We are currently experiencing a great moment in computer history: the transition of digital uses from descriptive (web interface, business intelligence…) to prescriptive (chatbots, voice assistant, Recommendation…). This upheaval is brought about by the revival of Artificial Intelligence techniques (machine learning/deep learning) made possible by the explosion of Artificial Intelligence data. As a result, the development profession will also undergo real changes over the next few years in order to meet new market needs. It is therefore interesting to take an interest in these issues today so as not to be caught short in the near future. This information will help you to navigate the world of Artificial Intelligence concepts, engines, and architectures to allow you demistify all the “myths” around it.
World Usability Day, 2018
AI is becoming a greater part of the systems and products we design, yet algorithms have been shown time and time again to be imbued with unintentional racism, sexism, and other -isms. As design and AI fields converge can how researchers, designers, and developers work together to ensure that our powers are used for good, and not for accidental evil?
In this session we'll dive into the journey that Google chooses to take in order focus on AI: what was the mindset, what were the challenges and what is the direction for the future.
Webinar on AI in IoT applications KCG Connect Alumni Digital Series by RajkumarRajkumar R
The Artificial Intelligence in IoT Applications. Take your first step towards a bright future with our renowned alumnus,
Prof R. Raj Kumar on AI for IoT Applications.
He is an award wining author of the book, ‘India 2030’.
To get access to the webinar kindly contact your respective department heads.
Looking forward to having you on the webinar.
.
.
.
#KCGCollege #KCGStudentlife #KCGConnect #Education #EmergingTechnologies #ArtificialIntelligence #IoT #MachineLearning #BlockChain #ElectricVehicle #QuantumTechnology #CAD
Deep Water - Bringing Tensorflow, Caffe, Mxnet to H2OSri Ambati
Arno Candel introduces Deep Water, which brings Tensorflow, Caffe, Mxnet to H2O. It also brings support for GPUs, image classification, NLP and much more to H2O.
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
We are currently experiencing a great moment in computer history: the transition of digital uses from descriptive (web interface, business intelligence…) to prescriptive (chatbots, voice assistant, Recommendation…). This upheaval is brought about by the revival of Artificial Intelligence techniques (machine learning/deep learning) made possible by the explosion of Artificial Intelligence data. As a result, the development profession will also undergo real changes over the next few years in order to meet new market needs. It is therefore interesting to take an interest in these issues today so as not to be caught short in the near future. This information will help you to navigate the world of Artificial Intelligence concepts, engines, and architectures to allow you demistify all the “myths” around it.
World Usability Day, 2018
AI is becoming a greater part of the systems and products we design, yet algorithms have been shown time and time again to be imbued with unintentional racism, sexism, and other -isms. As design and AI fields converge can how researchers, designers, and developers work together to ensure that our powers are used for good, and not for accidental evil?
Speaker: Philippe Mizrahi - Associate Product Manager - Lyft
Abstract: Philippe Mizrahi works on Lyft’s data discovery and metadata engine, Amundsen. With the help of a Neo4j graph database, Amundsen has improved Lyft’s data discovery by reducing time to discover data by 10x.
During this session, Philippe will dive deep into Amundsen’s use cases, impact, and architecture, which effectively combines a comprehensive knowledge graph based upon Neo4j, centralized metadata and other search ranking optimizations to discover data quickly.
NATO Workshop on Pre-Detection of Lone Wolf Terrorists of the FutureJerome Glenn
Future technological synergies will give lone wolf terrorists the ability to make and deploy a weapon of mass destruction (The Millennium Project calls this SIMAD - single individual massively destructive). Need to develop the public's roles around the world to prevent this.
Big Data Day LA 2015 - Applications of the Apriori Algorithm on Open Data by ...Data Con LA
The Apriori Algorithm is an unsupervised learning technique for producing associative rules. This talk will explain the algorithm's implementation, explore how effective it can be when applied to big data, discuss how we use it at DataScience to do market basket analysis, and demonstrate some novel use cases involving the million song database, recipes, and other applications involving open data.
Bringing AI to your company (Innovation Pioneers 2018)Galina Shubina
Talk from Innovation Pioneers conference on how to bring AI, data science and machine learning to your company from practical, operational, and organizational point of view.
Applied Machine Learning for the IoT - Data Science Pop-up SeattleDomino Data Lab
The Internet of Things is about data, not things. Some forecasts that by 2018 the number of connect things will exceed the combined number of personal computers, smartphones, and tablets. Each ’thing’ can produce a tremendous stream of data from sensors and other sources. This presentation will discuss progress, examples, challenges, and opportunities with machine learning for the IoT. A short presentation will be done on some recent applications of ML (using H2O) to the domains of machine prognostics / health management (PHM) and agriculture. Presented by Hank Roark, Data Scientist / Hacker at
H2O.ai.
Designing AI for Humanity at dmi:Design Leadership Conference in BostonCarol Smith
As design leaders we must enable our teams with skills and knowledge to take on the new and exciting opportunities that building powerful AI systems bring. Dynamic systems require transparency regarding data provenance, bias, training methods, and more, to gain user’s trust. Carol will cover these topics and challenge us as design leaders, to represent our fellow humans by provoking conversations regarding critical ethical and safety needs.
Presented at dmi:Design Leadership Conference in Boston in October 2018.
Transformers IoT "Smart Machines and Analytics begin reigning"AuraQuantic
The presentation will explore the challenges of using the latest technologies to drive change and will reveal why the fusion of Creativity and Process Management has never been more essential to successfully compete in the business world, including real examples of how drones, IoT and IBPMS have helped enterprises gain infinite business opportunities.
More info: http://www.auraportal.com/
How to crack Big Data and Data Science rolesUpXAcademy
How to crack Big Data and Data Science roles is the flagship event of UpX Academy. This slide was used for the event on 10th Sept that was attended by hundreds of participants globally.
Speaker: Philippe Mizrahi - Associate Product Manager - Lyft
Abstract: Philippe Mizrahi works on Lyft’s data discovery and metadata engine, Amundsen. With the help of a Neo4j graph database, Amundsen has improved Lyft’s data discovery by reducing time to discover data by 10x.
During this session, Philippe will dive deep into Amundsen’s use cases, impact, and architecture, which effectively combines a comprehensive knowledge graph based upon Neo4j, centralized metadata and other search ranking optimizations to discover data quickly.
NATO Workshop on Pre-Detection of Lone Wolf Terrorists of the FutureJerome Glenn
Future technological synergies will give lone wolf terrorists the ability to make and deploy a weapon of mass destruction (The Millennium Project calls this SIMAD - single individual massively destructive). Need to develop the public's roles around the world to prevent this.
Big Data Day LA 2015 - Applications of the Apriori Algorithm on Open Data by ...Data Con LA
The Apriori Algorithm is an unsupervised learning technique for producing associative rules. This talk will explain the algorithm's implementation, explore how effective it can be when applied to big data, discuss how we use it at DataScience to do market basket analysis, and demonstrate some novel use cases involving the million song database, recipes, and other applications involving open data.
Bringing AI to your company (Innovation Pioneers 2018)Galina Shubina
Talk from Innovation Pioneers conference on how to bring AI, data science and machine learning to your company from practical, operational, and organizational point of view.
Applied Machine Learning for the IoT - Data Science Pop-up SeattleDomino Data Lab
The Internet of Things is about data, not things. Some forecasts that by 2018 the number of connect things will exceed the combined number of personal computers, smartphones, and tablets. Each ’thing’ can produce a tremendous stream of data from sensors and other sources. This presentation will discuss progress, examples, challenges, and opportunities with machine learning for the IoT. A short presentation will be done on some recent applications of ML (using H2O) to the domains of machine prognostics / health management (PHM) and agriculture. Presented by Hank Roark, Data Scientist / Hacker at
H2O.ai.
Designing AI for Humanity at dmi:Design Leadership Conference in BostonCarol Smith
As design leaders we must enable our teams with skills and knowledge to take on the new and exciting opportunities that building powerful AI systems bring. Dynamic systems require transparency regarding data provenance, bias, training methods, and more, to gain user’s trust. Carol will cover these topics and challenge us as design leaders, to represent our fellow humans by provoking conversations regarding critical ethical and safety needs.
Presented at dmi:Design Leadership Conference in Boston in October 2018.
Transformers IoT "Smart Machines and Analytics begin reigning"AuraQuantic
The presentation will explore the challenges of using the latest technologies to drive change and will reveal why the fusion of Creativity and Process Management has never been more essential to successfully compete in the business world, including real examples of how drones, IoT and IBPMS have helped enterprises gain infinite business opportunities.
More info: http://www.auraportal.com/
How to crack Big Data and Data Science rolesUpXAcademy
How to crack Big Data and Data Science roles is the flagship event of UpX Academy. This slide was used for the event on 10th Sept that was attended by hundreds of participants globally.
Similar to People Processes Technology talk at UN Pulse Camp 2010 (20)
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
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.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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:
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
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
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
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.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
8. Cool tech: Autonomy
•PactLevels+$500UAV
PACT Locusof Authority Computer Autonomy PACT
Level
Sheridan & Verplank
Computer Monitored by
human
Full 5b Computer does everything
autonomously
5a Computer chooses action, performs it&
informshuman
Computer backed up byhuman Actions unless revoked 4b Computer chooses action &performs it
unless human disapproves
4a Computer chooses action &performs it
if human approves
Human backed up bycomputer Advice, and if authorised, action 3 Computer suggests options and proposes
one of them
Human assisted bycomputer Advice 2 Computer suggests options to human
Human assisted bycomputer
onlywhen requested
Advice onlyif requested 1 Human asks computer to suggest options
and human selects
Operator None 0 Whole task done byhuman except for
actual operations
9. Cool tech: GIS and spatial reasoning
•Real-timebus/aircraftmap