7 Machine Learning Applications at Google

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Offline Nazia Nishat

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7 Machine Learning Applications at Google
« on: July 12, 2018, 11:33:31 PM »
The speaker is Christine Robson, a product manager for Google’s internal machine learning efforts. Here are the 7 applications and products that Christine described as the coolest use of machine learning at Google:

1.Google Translate
2.Google Voice Search
3. Gmail Inbox’s Smart Reply
4.RankBrain:If RankBrain sees a word or phrase it isn’t familiar with, the machine can make a guess as to what words or phrases might have a similar meaning and filter the result accordingly, making it more effective at handling never-before-seen search queries.
5.Google Photos:More recently, the app also automatically creates an album that collect photos taken during a specific period organized into an album of showing the “best” photos from the trip. In order to identify the “best” photos, the app uses machine learning where a computer has been trained to “learn” to recognize images.
6.Google Cloud Vision API:A more technical and enterprise product, Google Cloud Vision API enables developers to understand the content of an image by encapsulating powerful machine learning models in an easy to use REST API. It quickly classifies images into thousands of categories, detects individual objects and faces within images, and finds and reads printed words contained within images. As a developer, you can build metadata on your image catalog, moderate offensive content, or enable new marketing scenarios through image sentiment analysis.
 7.DeepDream: DeepDream is a computer vision program created by Google which uses a convolutional neural networks to find and enhance patterns in images via algorithmic pareidolia, thus creating a dreamlike hallucinogenic appearance in the deliberately over-processed images.