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Using Apache Spark for large-scale language model training | Engineering Blog | Facebook Code

Processing large-scale data is at the heart of what the data infrastructure group does at Facebook. Over the years we have seen tremendous growth in our analytics needs, and to satisfy those needs we either have to design and build a new system or adopt an existing open source solution and improve it so it works at our scale. For some of our batch-processing use cases we decided to use Apache Spark, a fast- ...

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Why Businesses are Leaning towards Machine Learning … 

Many companies are slowly waking up each day to the smell of a new coffee. It's called Machine Learning! Machine Learning is here to stay. It is expected to influence every aspect of life, including the way business decisions will be made in future. It's already happening. Machine Learning phenomenon: Machine Learning is a shortcut for machines or systems to learn the way decisions are made in life, which a ...

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10 Ways AI Chatbots Will Change Customer Service | The Huffington Post

10 ways AI chatbots will bring about change to today’s customer service   1. Bots will free up time for humans to handle more complex situations.Since AI chatbots will have the ability to assist with rather simple quick response needs of the customer, it will give customer service representatives a chance to handle the even more pressing problems for its clients. If more high-touch interaction is requi ...

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Are ChatBots the missing link in online education?

Are ChatBots the missing link in online education? Create a valuable, location independent learning experience You can find a course for everything online, from French cooking all the way to microeconomics. In theory, online courses make education accessible to everyone. Find something that interests you or helps your career, sign up, and then learn from anywhere on your favorite device. The popularity of o ...

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Review: The best frameworks for machine learning and deep learning | InfoWorld

Over the past year I've reviewed half a dozen open source machine learning and/or deep learning frameworks: Caffe, Microsoft Cognitive Toolkit (aka CNTK 2), MXNet, Scikit-learn, Spark MLlib, and TensorFlow. If I had cast my net even wider, I might well have covered a few other popular frameworks, including Theano (a 10-year-old Python deep learning and machine learning framework), Keras (a deep learning fro ...

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Experts on the Pros and Cons of Algorithms | Pew Research Center

Code-Dependent: Pros and Cons of the Algorithm Age Algorithms are aimed at optimizing everything. They can save lives, make things easier and conquer chaos. Still, experts worry they can also put too much control in the hands of corporations and governments, perpetuate bias, create filter bubbles, cut choices, creativity and serendipity, and could result in greater unemployment (filistimlyanin/iStock.com) A ...

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