Posts by Category: Artificial Intelligence Resources

Deep Learning – The Straight Dope

April 23, 2018

Deep Learning – The Straight Dope
http://gluon.mxnet.io/

This report contains an incremental sequence of notebooks designed to teach deep learning, Apache MXNet (incubating), and the gluon interface. Their goal is to leverage the strengths of Jupyter notebooks to present prose, graphics, equations, and code together in one place. If thet are successful, the result will be a resource that could be simultaneously a book, course material, a prop for live tutorials, and a resource for plagiarising (with their blessing) useful code. To their knowledge there’s no source out there that teaches either (1) the full breadth of concepts in modern deep learning or (2) interleaves an engaging textbook with runnable code. They will find out by the end of this venture whether or not that void exists for a good reason. Another unique aspect of this book is its authorship process. They are developing this resource fully in the public view and are making it available for free in its entirety. While the book has a few primary authors to set the tone and shape the content, they welcome contributions from the community and hope to coauthor chapters and entire sections with experts and community members. Already they have received contributions spanning typo corrections through full working examples. 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™. This will be added to Start Up Resources for the Entrepreneur 2018 white paper.

38 views

Machine Learning from Scratch

April 23, 2018

Machine Learning from Scratch
https://github.com/eriklindernoren/ML-From-Scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining techniques to Deep Learning. 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™. This will be added to Start Up Resources for the Entrepreneur 2018 white paper.

29 views

Beautiful AI – Fresh Way To Build Presentations

April 21, 2018

Beautiful AI – Fresh Way To Build Presentations
https://www.beautiful.ai/

We’ve all been there: Your presentation is at 9am tomorrow morning, but instead of rehearsing you’re up at midnight drawing circles and lining up arrows. This can’t be the best way to build a presentation, but until now it’s all we’ve had. The Beautiful.AI team has spent decades working on other people’s presentations—writing them, designing them, and building software to make them. During that time, they have watched way too many people bang their heads against the wall trying to turn ideas into visual presentations. And so they decided to do something about it. They believe that the only way to guarantee good presentation design is to build the intelligence of a designer directly into the tool. Their first product suggests ways to visualize your ideas and makes it incredibly easy to customize the design. It knows what’s on your slide, what you might add later, and how to adjust the layout when you do. (And they like to think it has pretty good taste, too.) They are constantly working to make Beautiful.AI better—adding more templates and design options, improving our recommendations, and making it even easier for you to do beautiful work. Whatever it takes to help you inspire more people, close more deals, win more pitches, and get more sleep. This will be added to Artificial Intelligence Resources. 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™.

34 views

Distill – Dedicated To Clear Explanations of Machine Learning

March 15, 2018

Distill – Dedicated To Clear Explanations of Machine Learning
https://distill.pub/

Machine Learning Research Should Be Clear, Dynamic and Vivid. Distill Is Here to Help. Features include: a) A modern medium for presenting research – The web is a powerful medium to share new ways of thinking. Over the last few years we’ve seen many imaginative examples of such work. But traditional academic publishing remains focused on the PDF, which prevents this sort of communication; b) New ways of thinking enable new discoveries – New notations, visualizations, and mental models can deepen our understanding. By nurturing the development of such new ways of thinking, Distill will enable new discoveries; c) Machine learning needs more transparency – Machine learning will fundamentally change how humans and computers interact. It’s important to make those techniques transparent, so we can understand and safely control how they work. Distill will provide a platform for vividly illustrating these ideas; d) Legitimacy for non-traditional research artifacts – Many researchers want to do work that is not easily contained within a PDF, but can’t get the support they need to pursue it. We, as the research community, are failing them by not treating these wonderful, non-traditional research artifacts as “real” academic contributions; and e) Clear writing benefits everyone – When we rush papers out the door to meet conference deadlines, something suffers — often it is the readability and clarity of our communication. This can add severe drag to the entire community as our readers struggle to understand our ideas. We think this ”research debt″ can be avoided. 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™.

104 views

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™.

184 views

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™

167 views

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….

189 views

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™.

222 views

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™.

197 views

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™.

255 views