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Content-based Recommender Using Natural Language Processing (NLP) - KDnuggets

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When we provide ratings for products and services on the internet, all the preferences we express and data we share (explicitly or not), are used to generate recommendations by recommender systems. The most common examples are that of Amazon, Google and Netflix. In this article, I have combined movie attributes such as genre, plot, director and main actors to calculate its cosine similarity with another movie. The dataset is IMDB top 250 English movies downloaded from data.world. Ensure that the Rapid Automatic Keyword Extraction (RAKE) library has been installed (or pip install rake_nltk).


AI in the cloud: AWS makes machine learning more accessible for developers

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The central idea is to put Amazon's machine learning technology in reach of more developers, AWS principal Matt Asay said in a blog post.



How artificial intelligence is improving automotive manufacturing standards

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Amir Hever, CEO of UVeye, recalls the company's beginnings and explains how its range of AI-based products is setting the future standard for โ€ฆ


Gift Guide: STEM toys for your builders-in-training โ€“ TechCrunch

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Welcome to TechCrunch's 2019 Holiday Gift Guide! Need help with gift ideas? We'll be rolling out gift guides from now through the end of December, so check back regularly. We've refreshed our annual STEM toy gift guide with the latest wares clamoring to entice and inspire kids with coding tricks and electronic wizardry. But lean in to this market and you'll find a number of STEM toy makers have winked out of existence since this time last year, or else been folded into others' empires. Such as littleBits selling to Sphero this fall, or Root Robotics being picked up by robot vac giant iRobot in June.


A Start-up's Evolution from AI Lab to AI Business

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If you live outside Japan or work outside of the machine learning community, you may not have heard of Preferred Networks (PFN).



Report: KY Ranked 2nd Among States Likely to Face Most Exposure to Artificial Intelligence

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WASHINGTON, D.C. โ€“ From smart phones to smart speakers, artificial intelligence has a growing presence in our everyday lives.


Artificial Intelligence in 2020: The Architecture and the Infrastructure

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Machine Learning and AI were hot in 2019, but what's next for AI in 2020? The software side of working with AI improved a lot this year.