Tag: Key

Feed: Featured Blog Posts - Data Science Central. Author: ajit jaokar. This post is a part of my forthcoming book on Mathematical foundations of Data Science. In this post, we use the Perceptron algorithm to bridge the gap between high school maths and deep learning. Welcome comments Background As part of my role as course director of the Artificial Intelligence: Cloud and Edge Computing at the University..., I see more students who are familiar with programming than with mathematics. They have last learnt maths years ago at University. And then, suddenly they find that they encounter matrices, linear algebra etc ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Neeraj. Preface This article is based on Unsupervised Learning algorithm: Hierarchical Clustering. This is the brief illustration with a practical working example of forming unsupervised hierarchical clusters and testing them to assure that you have formed the right clusters. This is a real-life data world example which can be studied and evaluated as data is provided for personal use and practice. There are variations to each topic in data science but there is a brief basic pattern that can be followed to build models. “The Datum” empowers you to have access ... Read More

Feed: All - O'Reilly Media. Author: Michael Feathers. This is a keynote highlight from the O'Reilly Software Architecture Conference in San Jose 2019. Watch the full version of this keynote on the O'Reilly online learning platform. You can also see other highlights from the event. Article image: High-rise (source: Pixabay). Michael Feathers is director at R7K Research and Conveyance. Michael is an active member of the software development community and a member of the ACM and IEEE. He regularly speaks at software conferences around the world. His key passion is helping teams surmount problems and connect with practices that make ... Read More

Feed: Recent Announcements. You can now use the AWS Cloud Map service registry selectors with AWS App Mesh. This new option allows you to define a subset of endpoints (through matching on key and value selectors) that were defined in Cloud Map. You simply change your App Mesh VirtualNode configuration to use Cloud Map, add the selectors for the subset of service endpoints you want the VirtualNode to represent and register your running service (IP addresses and metadata) with the corresponding Cloud Map Service name and Namespace and keys and value metadata. When routing traffic to that Virtual Node, App ... Read More

Feed: AWS Architecture Blog. In this episode of This is My Architecture, filmed in 2018 on the last day of re:Invent (a learning conference hosted by Amazon Web Services for the global cloud computing community), FICO lead Software Engineer Sven Ahlfeld talks to AWS Solutions Architect Tom Jones about how the company uses a combination of AWS Lambda and AWS Step Functions to architect an on-demand solution for fraud detection and anti-money laundering.When you think of FICO, you probably thing credit score. And that’s true: founded in 1956, FICO introduced analytic solutions–such as credit scoring–that have made credit more widely ... Read More

Feed: Big Data Made Simple. Author: Guest. In an age of massive data generation, businesses have more raw information at their disposal than ever before. Many organizations are in the process of figuring out how to turn their data into value. Because every business has aspirations for their analytics program.According to a survey, companies list advanced analytics (like AI) and cost reduction as their top priorities. Understandably so, leveraging AI goes hand in hand with reducing business expenses.Let’s discuss four key areas where AI and data analytics can reduce a business’ bottom lines significantly.Monitor and thwart cyber attacks Cyber attacks ... Read More

Feed: Microsoft Azure Blog. Author: Matthew Vogel. Throughout our Internet of Things (IoT) journey we’ve seen solutions evolve from device-centric models, to spatially-aware solutions that provide real-world context. Last year at Realcomm | IBcon, we announced Azure IoT’s vision for spatial intelligence, diving into scenarios that uniquely join IoT, artificial intelligence (AI), and productivity tools. In the year since, we’ve progressed this vision by introducing new services designed to help enterprise customers across industries optimize the management of their spaces. Across Azure, Dynamics, and Office, Microsoft continues to accelerate results from a growing and diverse set of partners creating smart ... Read More

Feed: Logicworks. Author: Lindsay Syhakhom; The hospitality industry is in the midst of a major technology disruption. Hotel chains are exploring data analytics, artificial intelligence, voice-based search, and other tools to transform the guest experience — and are investing heavily in cloud solutions to achieve their vision. A global hotel chain with over $1B in annual revenue was an early adopter of Amazon Web Services (AWS) in 2012. The hotel chain’s IT team continually experiments with new products in order to deliver a more personalized customer experience, and have built a state-of-the-art, scalable, secure cloud platform on AWS to keep ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Dr. Moloy De. Our client was an Emergency Response Management organization who handles medical, police and fire emergencies through the " 1-0-8 Emergency service". Currently the organization runs around 690 ambulances. An analysis is run on historic data extracted from client's management database. The live data input is fed to a simulation model to propose an optimal ambulance allocation providing an opportunity of cost reduction for the organization. In probability theory and statistics, the exponential distribution is the probability distribution that describes the time between events in a Poisson process, i.e ... Read More

Feed: Cloudwards. Author: James Konik; There are many tools out there to help you get organized. Project management software offers features of all kinds to assist you in planning your work. We’re focusing on a particular way of organizing tasks in this tutorial on how to use a Gantt chart. We’ll explain what a Gantt chart can do for you, then look at how things work on a couple of platforms. First, we’ll look at a simple example in Monday.com, which you can read about in our Monday.com review. Then, we’ll go through a more advanced example with TeamGantt, which ... Read More