PyTorch – How to apply Backpropagation with Vectors and Tensors
Posted on April 19, 2021, Level advanced Resource Length long
In Machine learning, a backpropagation algorithm is used to compute the loss for a particular model. The most common starting point is to use the techniques of single-variable calculus and understand how backpropagation works. However, the real challenge is when the inputs are not scalars but of matrices or tensors. By Strahinja Stefanovic.
What is fog computing and how does it work?
Posted on April 18, 2021, Level beginner Resource Length medium
The concept of fog computing was developed to combat the latency issues that affect a centralized cloud computing system. The boom of consumer and commercial IoT devices and technologies has put a strain on cloud computing resources. By Jose Gomez.
Tags data-science big-data robotics iot
Edge computing architecture and use cases
Posted on October 26, 2020, Level intermediate Resource Length long
Benefits, challenges, and architectures when enterprises implement edge computing in Telecom and other industries. By Jason Gonzalez, Jason Hunt, Mathews Thomas, Ryan Anderson, Utpal Mangla @IBM.
How K3s, Portworx, and Calico can serve as a foundation of cloud native edge infrastructure
Posted on September 2, 2020, Level intermediate Resource Length medium
Kubernetes is finding its way from the cloud to the edge via the data center. During the early days, Kubernetes was considered for hyperscale workloads running in the public cloud. It eventually became the consistent and unified infrastructure layer to run workloads in hybrid cloud and multicloud environments. By Janakiram MSV.
Fastly edge compute explained
Posted on July 5, 2020, Level intermediate Resource Length long
Fastly (FSLY) has experienced an incredible run over the past several weeks. In this post author will spend time examining how Fastly has approached building new technologies in the past and what this might mean for their future edge compute offering. By softwarestackinvesting.com.
Conversational AI updates that help you build sophisticated and personalized experiences
Posted on May 31, 2020, Level beginner Resource Length long
Now, more than ever, developers need to respond to the rapidly increasing demand from customers for support and accurate information - meeting them where they are – any time of the day and on an expanding range of platforms and devices. Azure AI has met unprecedented demand, underpinning over 1500 Covid-19 related bots via the Microsoft Health Bot service alone, in addition to the over 1.25 billion messages per month already handled by Azure Bot Service. By GaryPrettyMsft.
10 useful insights from IoT leaders in the trenches
Posted on April 21, 2020, Level beginner Resource Length short
At Ericsson, they are fortunate enough to frequently work and speak with IoT leaders in the industry. Ericsson thrives on hearing what excites their partners most about IoT, what challenges they have faced, and if we can help solve any, and what they think the future will look like in the industry. On Ericsson blog.
Tags cio agile iot miscellaneous big-data
Covariant uses simple robot and gigantic neural net to automate warehouse picking
Posted on February 6, 2020, Level intermediate Resource Length long
A massive neural network connects cameras, a robot arm, and a suction gripper in Covariant's logistics system. By Evan Ackerman.
How a single Raspberry Pi made my home network faster
Posted on January 2, 2020, Level beginner Resource Length medium
The Pi Hole project adds an entire new level of performance and security to our home network. Powered by Docker and a Raspberry PI I can now block all unwanted Ads and Metrics network wide. By Brian Christner.
Microsoft IoT Signals research report on state of IoT adoption
Posted on August 18, 2019, Level beginner Resource Length short
Microsoft recently announced IoT Signals, a new research report on the IoT landscape globally. Microsoft surveyed over 3,000 IoT decision-makers in enterprise organizations in order to give a view of the IoT ecosystem, with adoption rates, related technology trends, challenges, and benefits of IoT.
Home grown IoT - simple DevOps
Posted on July 20, 2019, Level intermediate Resource Length long
The guide by Aaron Powell on topic of IoT and DevOps. When it comes to CI/CD (Continuous Integration/Continuous Deployment) for IoT projects it can feel a bit daunting, you've got this tiny little computer that you're trying to get stuff onto, it's not just "the cloud" that you're targeting. This is part 7 in series of 8 articles.
Posted on November 3, 2018, Level beginner Resource Length medium
Nick Shadrin of NGINX, Inc. wrote this article about TLS and Nodejs apps support in NGINX Unit. NGINX Unit is a dynamic web and application server, designed to run applications in multiple languages. Unit is lightweight, polyglot, and dynamically configured via API.