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Machine Learning Mastery Blog

Time series data must be transformed into a structure of samples with input and output components before it can be used to fit a supervised learning model. This can be challenging if you have to perform this transformation manually. The Keras deep learning library provides the TimeseriesGenerator to automatically transform both univariate and multivariate time […]

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Machine Learning Mastery Blog

Time series data must be transformed into a structure of samples with input and output components before it can be used to fit a supervised learning model

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Assistance with Planning is on the Way Through Machine Learning QAD Blog

If we look at today's environment, planners are often challenged with ordering long lead-time parts, making it difficult to know what to order from sub sup

Machine Learning Mastery

The weights of artificial neural networks must be initialized to small random numbers. This is because this is an expectation of the stochastic optimizati

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An Open Source Cross-Platform AI Tool for Intelligent Screen Capture | Machine Learning Blog

This post is authored by Tara Shankar Jana, Senior Technical Product Marketing Manager at Microsoft. What if we could infuse AI into the everyday tool

AWS Machine Learning Blog

fast.ai, a research lab dedicated to making deep learning more accessible, has announced that they successfully trained the ResNet-50 deep learn

store customer experience | AWS Machine Learning Blog

Retailers have been using in-store video to analyze customer behaviors and demographics for many years.  Separate systems are commonly used for di

How Spektacom is Powering the Game of Cricket with Microsoft AI | Machine Learning Blog

A special guest post by cricket legend and founder of Spektacom Technologies, Anil Kumble. This post was co-authored by Tara Shankar Jana, Senior Techn

AI in Your Wallet: Capital One Banks on Machine Learning The Official NVIDIA Blog

When you hear of AI and machine learning, it's easy to think of technology companies leading the charge. Capital One is determined to change that. "My firs

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This post is authored by Anusua Trivedi, Senior Data Scientist at Microsoft. This post builds on the MRC Blog where we discussed how machine reading c

natural language processing blog: Many opportunities for discrimination in deploying machine learning systems

A while ago I created this image for thinking about how machine learning systems tend to get deployed. In this figure, for Chapter 2 of CIML, the left co

Machine Learning Blog

Announcing new open source contributions to the Apache Spark community for creating deep, distributed, object detectors – without a single human-gener

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Re-posted from the Azure blog channel In an earlier post, we explored how several top teams at this year’s Imagine Cup had Artificial Intelligence (AI)

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