Use Amazon Mechanical Turk with Amazon SageMaker for supervised learning Amazon Web Services

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Supervised learning needs labels, or annotations, that tell the algorithm what the right answers are in the training phases of your project. In fact, many of the examples of using MXNet, TensorFlow, and PyTorch start with annotated data sets you can use to explore the various features of those frameworks. Unfortunately, when you move from the examples to application, it's much less common to have a fully annotated set of data at your fingertips. This tutorial will show you how you can use Amazon Mechanical Turk (MTurk) from within your Amazon SageMaker notebook to get annotations for your data set and use them for training. TensorFlow provides an example of using an Estimator to classify irises using a neural network classifier.


Everything You Need To Know About Chatbots For Your Online Business Marketing Insider Group

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Online shopping doesn't follow a single path. Instead, there's an abundance of ways to make an online purchase -- apps, email, social media. These multiple options can be disorienting to customers if there isn't one clear route for reaching businesses.



Virtual butler 'Jarvis' takes up residence in Facebook founder's home

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Mark Zuckerberg on Monday introduced the world to "Jarvis", an artificial intelligence system the Facebook chief created in his spare time, which can choose and play music, turn on lights, and recognize visitors, deciding whether to open the front door. Jarvis, named after the virtual assistant in the Iron Man movies, could be a step toward a new product, Zuckerberg wrote, although he cautioned that the system he had created in 100 hours over the last year was customized for his house. Zuckerberg announced results of the project, a personal challenge he set for himself this year, as digital home assistants by Google Inc and Amazon.com Inc compete for holiday sales and are expected to outsell popular emerging gadgets such as virtual reality headsets and drones. Creating Jarvis proved humanity is "both closer and farther off" from an AI breakthrough than we imagine, Zuckerberg wrote.


Virtual butler 'Jarvis' takes up residence in Facebook founder's home - The Express Tribune

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Mark Zuckerberg on Monday introduced the world to "Jarvis", an artificial intelligence system the Facebook chief created in his spare time, which can choose and play music, turn on lights, and recognize visitors, deciding whether to open the front door. Jarvis, named after the virtual assistant in the Iron Man movies, could be a step toward a new product, Zuckerberg wrote, although he cautioned that the system he had created in 100 hours over the last year was customized for his house. Zuckerberg announced results of the project, a personal challenge he set for himself this year, as digital home assistants by Google Inc and Amazon.com Inc compete for holiday sales and are expected to outsell popular emerging gadgets such as virtual reality headsets and drones. Creating Jarvis proved humanity is "both closer and farther off" from an AI breakthrough than we imagine, Zuckerberg wrote.