Tag: Robotics
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How to run TensorFlow Lite models on Raspberry Pi
Posted on November 5, 2020, Level beginner Resource Length long
Ahmed Fawzy Gad published this piece about running machine learning on edge devices. The deep learning models created using TensorFlow require high processing capabilities to perform inference. Fortunately, there is a Lite version of TensorFlow called TensorFlow Lite (TFLite for short) which allows such models to run on devices with limited capabilities. Inference is performed in less than a second.
Tags machine-learning app-development robotics big-data data-science
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How many jobs do robots really replace?
Posted on October 30, 2020, Level beginner Resource Length medium
New research puts a number on the job costs of automation. In many parts of the U.S., robots have been replacing workers over the last few decades. But to what extent, really? Some technologists have forecast that automation will lead to a future without work, while other observers have been more skeptical about such scenarios. By Massachusetts Institute of Technology, original written by Peter Dizikes.
Tags robotics big-data data-science teams career
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As AI chips improve, is TOPS the best way to measure their power?
Posted on October 14, 2020, Level beginner Resource Length medium
About the challenge of evaluating AI chip performance using "TOPS", a metric that means trillions of operations per second, or "tera operations per second". By Jeremy Horwitz.
Tags big-data machine-learning data-science robotics performance
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How close are computers to automating mathematical reasoning?
Posted on August 29, 2020, Level beginner Resource Length long
AI tools are shaping next-generation theorem provers, and with them the relationship between math and machine. By Stephen Ornes.
Tags machine-learning miscellaneous big-data robotics performance
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Three tips for coding with Alexa SMAPI SDK
Posted on July 31, 2020, Level intermediate Resource Length medium
The SMAPI SDK makes it easier than ever to build Alexa skill management and reporting functions into web, mobile, and desktop apps using one of the supported languages (Node.js, Python, and Java). By Greg Bulmash.
Tags aws cloud miscellaneous robotics app-development bots
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How to Build a chatbot for SAP Analytics Cloud with SAP Conversational AI
Posted on July 30, 2020, Level advanced Resource Length medium
In this straightforward tutorial, we'll learn how to create an SAP Analytics Cloud chatbot with SAP Conversational AI, and SAP Analytics Cloud (SAC) Custom Widget. By Ferry Djaja.
Tags cloud bots miscellaneous robotics app-development
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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.
Tags big-data robotics iot azure machine-learning
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Create a voice-controlled device with Alexa and Arduino IoT Cloud in 7 minutes
Posted on November 27, 2019, Level intermediate Resource Length medium
Umbobaldi wrote this piece about official announcement of the official Arduino Amazon Alexa skill launch.
Tags data-science big-data machine-learning robotics
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Natural language processing for Node.js
Posted on November 21, 2019, Level intermediate Resource Length long
An article by Jordan Irabor about processing unstructured textual data using Natural language processing for Node.js.
Tags big-data data-science machine-learning robotics
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Robotic process automation (RPA) vs. AI, explained
Posted on August 27, 2019, Level beginner Resource Length medium
An article by Kevin Casey explaining what is the difference between Robotic Process Automation (RPA) and AI. The expanding universe of artificial intelligence includes many terms and technologies.
Tags robotics app-development miscellaneous
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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.
Tags analytics big-data robotics iot azure
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Behind the scenes of chatbots: Using NLP to power a chatbot
Posted on July 16, 2019, Level beginner Resource Length medium
An article by Aarushi Ramesh in which we will explore chatbot architecture, and learn about how natural language processing works in a chatbot. Plus, find out what intents and entities of a message are.
Tags bots machine-learning robotics