Posts by Category: Artificial Intelligence Resources

Auditing Algorithms: Adding Accountability to Automated Authority

February 13, 2018

Auditing Algorithms: Adding Accountability to Automated Authority
http://auditingalgorithms.science/

Auditing Algorithms: Adding Accountability to Automated Authority is a group of events designed to produce a white paper that will help to define and develop the emerging research community for “algorithm auditing.” Algorithmic Auditing is a research design that has shown promise in diagnosing the unwanted consequences of algorithmic systems. Automated software-based systems in finance, media, information, transportation, learning, or any application of computing can easily create outcomes that are unforeseeable by their designers, so algorithm auditing has the potential to improve the design of these systems by making their consequences visible. Auditing in this sense takes its name from the social scientific “audit study” where one feature is manipulated in a field experiment, although it is also reminiscent of a financial audit. These events and the resulting white paper proposes to coalesce this new area of inquiry and to produce a report characterizing the state of the art and potential future directions. Participants and white paper co-authors will have opportunities to clarify the potential dangers of algorithmic systems, to specify these dangers as new research problems, to articulate challenges that they face as researchers interested in this area, to present existing methods for auditing or needs for new methods, and to propose research agendas that can provide new insights that advance science and benefit society. This initiative is sponsored by the National Science Foundation and co-organized by the University of Michigan, the University of Illinois, and Harvard University. Events are hosted at the University of Michigan. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

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Ejenta – Intelligent Agents for Connected Care

February 07, 2018

Ejenta – Intelligent Agents for Connected Care
https://www.ejenta.com/

Intelligent Agents for Connected Care features a) Proven Technology – Ejenta’s platform is based on AI technology, exclusively licensed from NASA, where intelligent agents currently run 24/7 in NASA’s Mission Control for the International Space Station; b) Personalized Learning – Intelligent agents use data from sensors and IoT devices to learn about their users, detect abnormalities and predict health deterioration in advance. and c) Intelligent Support – Intelligent agents interact with their users to encourage healthy behavior, and they act autonomously to communicate, present actionable data and keep care teams connected. This will be added to Bots and Intelligent Agents Research Resources Subject Tracer™. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Healthcare Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™

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Awareness Watch Talk Show for Wednesday January 31, 2018 at 2:00pm EST – Artificial Intelligence Resources 2018

January 31, 2018

Awareness Watch Talk Show for Wednesday January 31, 2018 at 2:00pm EST – Artificial Intelligence Resources 2018
http://www.BlogTalkRadio.com/AwarenessWatch/

This program will be featuring my recently updated white paper Artificial Intelligence Resources 2018. We will be highlighting the latest and greatest resources and sources covering artificial intelligence resources, sources, search engines, subject directories, articles, guides and tracers….literally everything on the Internet covering ARTIFICIAL INTELLIGENCE!! We will also discussing my latest freely available Awareness Watch Newsletter V16N1 January 2018 featuring Open Educational Resources (OER)Sources 2018 as well as my freely available January 2018 Zillman Columns highlighting Information Quality Determination 2018 – Resources and Tools. You may call in to ask your questions at (718)508-9839. The show is live and thirty minutes in length starting at 2:00pm EST on Wednesday, January 31, 2018 and then archived for easy review and access. Listen, Call and Enjoy….

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Machine Learning Cheat Sheet

January 24, 2018

Machine Learning Cheat Sheet
https://github.com/soulmachine/machine-learning-cheat-sheet

This cheat sheet contains many classical equations and diagrams on machine learning, which will help you quickly recall knowledge and ideas on machine learning. The cheat sheet will also appeal to someone who is preparing for a job interview related to machine learning. This will be added to Artificial Intelligence Resources Subject Tracer&trade’. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™. This will be added to Reference Resources Subject Tracer™.

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Vertex.ai – Deep Learning for Every Device

January 09, 2018

Vertex.ai – Deep Learning for Every Device
http://vertex.ai/

Vertex.AI brings the full power of deep learning to every device, big or small. We add visual intelligence capabilities to edge devices with our Vision framework and deliver advanced deep learning capabilities to any device with our fully supported Vantage platform. Vertex Vision: Apply state of the art deep neural networks to detect, classify, track, and identify objects and other visual elements in real time. Building on Vantage, Vision is compatible with nearly any device and operating system. Batteries included, PhD optional. Vertex Vantage: Everything you need to deploy deep learning to fit your unique requirements. Vantage provides a fully supported software platform that unlocks the deep learning capability of chips from low-power mobile processors to full-size GPUs, all while maintaining compatibility with popular open source tools. Vertex Mission: Their overarching goal is to bring intelligence to more devices. Today, deep learning research is showing new and powerful accuracy in areas like image understanding, speech recognition, language translation, and more. At the same time, to get the necessary computations running on most chips requires rare expertise and substantial software development effort. We are addressing that problem at two layers: First by making it possible with Vantage to run deep neural nets on a wide variety of chips, and second by building on top of that our Vision ready-to-use toolbox of pre-packaged visual intelligence capabilities. We support each with hands-on support and training to ensure your challenge is solved. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

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Algorithmia – Enabling AI In Every Application

January 06, 2018

Algorithmia – Enabling AI In Every Application
https://algorithmia.com/

Automating the use of AI/ML models at every scale with the Serverless AI Layer. Products include: a) Your own models hosted in the Cloud – Their serverless infrastructure is custom built to host scalable AI models and advanced algorithms. Simply add your code and they will automatically generate API pipelines for hassle-free deployment and maintenance free scalability. Any model you add can optionally be monetized in the marketplace; and b) Algorithms on-demand – World-class data-scientists from top universities, corporate research labs, and individual developers publish algorithms for you to use. Simple and affordable cost per unit computing makes Machine Learning accessible for everyone. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

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Awesome Machine Learning for Cyber Security

January 03, 2018

Awesome Machine Learning for Cyber Security
https://github.com/jivoi/awesome-ml-for-cybersecurity

A curated list of amazingly awesome tools and resources related to the use of machine learning for cyber security. This will be added to Privacy Resources Subject Tracer™. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

 

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Introduction to TensorFlow Lite

January 03, 2018

Introduction to TensorFlow Lite
https://www.tensorflow.org/mobile/tflite/

TensorFlow Lite is TensorFlow’s lightweight solution for mobile and embedded devices. It enables on-device machine learning inference with low latency and a small binary size. TensorFlow Lite also supports hardware acceleration with the Android Neural Networks API. TensorFlow Lite uses many techniques for achieving low latency such as optimizing the kernels for mobile apps, pre-fused activations, and quantized kernels that allow smaller and faster (fixed-point math) models. Most of their TensorFlow Lite documentation is on Github for the time being. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

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pienso – Machine Learning for Non-Programmers

December 19, 2017

pienso – Machine Learning for Non-Programmers
http://pienso.com/

pienso is made for domain experts whom are non-programmers, with no technical or data science background to model data and manipulate algorithms on their own, without the need of external support consultants, like traditional AI services. PIENSO is an end-to-end Intelligent Development Environment, which includes a number of UI tools to support a self-service machine learning management environment. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

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Top 20 Recent Research Papers on Machine Learning and Deep Learning by Thuy T. Pham

November 28, 2017

Top 20 Recent Research Papers on Machine Learning and Deep Learning by Thuy T. Pham
https://www.kdnuggets.com/2017/04/top-20-papers-machine-learning.html

Machine learning and Deep Learning research advances are transforming our technology. Here are the 20 most important (most-cited) scientific papers that have been published since 2014, starting with “Dropout: a simple way to prevent neural networks from overfitting”. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.

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