Anomaly Detection in Azure Stream Analytics
Azure Stream Analytics is a fully managed serverless offering on Azure. With the new Anomaly Detection functions in Stream Analytics, the whole complexity associated with building and training custom machine learning (ML) models is reduced to a simple function call resulting in lower costs, faster time to value, and lower latencies. Related links Anomaly Detection […]
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Evolution of Machine Learning Infographic
Here’s a fascinating look at the history and evolution of machine learning [found via LinkedIn]
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OpenAI Five: Beating Human Professionals in Dota II
In this video, Arxiv Insights discusses OpenAI Five, a Machine Learning system that was able to defeat professional gamers in the popular video game Dota 2. Earlier this week, I posted a link to Siraj’s take on this but it’s an important enough milestone to warrant at least another post. Maybe more. 🙂
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ML at scale on top of Azure + FPGA
FPGAs are the next wave of hardware innovation to transform machine learning. In this session from Build 2018, take a walk through how we are using FPGAs today inside of Microsoft, and how you can start using them today as well.
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A Friendly Introduction to Recurrent Neural Networks
Luis Serrano has a great video explaining the basics of Recurrent Neural Networks, or RNN for those who prefer acronyms.
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How Bayes Theorem works
The great Brandon Rohrer explains how Bayes’ Theorem works in this video. For another look at Bayesian thinking, check out Julia Galef and some of the posts I’ve written featuring her videos.
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Monte Carlo Prediction
Siraj Raval programs a virtual robot to do some house cleaning using a technique called Monte Carlo Prediction. In typical Siraj fashion he explains what it is, how it works and how to use it for reinforcement learning.
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Capsule Networks Tutorial
Aurélien Géron has a tutorial on the hot new architecture for neural networks, invented by Geoffrey Hinton, one of the godfathers of deep learning.
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Object Detection YOLO Style
Siraj Raval takes on YOLO. It’s not what you think. This time it stands for You Only Look Once, a great object detection method for adding computer vision features to live streaming video.
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Machine learning and AI with .NET
Watch this session from Connect(); 2017 by Ankit Asthana to learn about innovations in the machine learning and artificial intelligence space across the .NET stack with a new library: Tensor. Learn how the Tensor provides a good exchange type for multidimensional machine learning data.
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