Google Cloud Platform Adds Machine Learning APIs


Millennials know exactly what they want and expectations are high - very high. They are empowered

Developers interested in creating apps that understand text or speech can look to Google's cloud for tools -- Cloud Natural Language API and Cloud Speech API. The two offerings have now advanced into open beta status.

Continuing its evangelism of machine learning, Google on Wednesday said two of its machine learning APIs introduced in March have advanced into open beta status.

The first of these is the Cloud Natural Language API, which lets developers parse the meaning and structure of text. With initial support for English, Spanish, and Japanese, the API provides tools to understand the sentiment expressed in text, the relevant entities discussed (e.g. people, places, events, products, and media), and the syntax of the text.

It is, in short, a way to help software understand. For companies, potential applications might include understanding how people feel about a product, based on the sentiment expressed in online reviews, or how customers feel about support interaction, based on analysis of transcribed calls.

As an example of how sentiment analysis can be applied, Google in a separate blog post explored sentiment analysis data for stories published in the New York Times over the first two weeks of July. Google's Cloud Natural Language API found US news stories had the the most negative sentiment while Arts stories were the most positive. This lends support to arguments that news consumption is bad for you.

The second is the Cloud Speech API, which offers a way to turn spoken content into text in over 80 languages. Speech-to-text transcription enables voice-based interaction with devices like Amazon Echo, Apple Siri, and the forthcoming Google Home. It offers app developers a way to accept commands by voice and to direct those commands at any network-accessible device.

Google product managers Apoorv Saxena, Dan Aharon, and Dave Stiver in a blog post note that since the alpha version of Cloud Speech API was introduced March, over 5000 companies have signed up to try it, including video chat app HyperConnect and speech analytics service provider VoiceBase. They also said that Ocado Technology, which builds systems for online grocery retailer Ocado, has been using the Cloud Natural Language API as an alpha customer.

Google has made it clear that machine learning plays a critical role in the company's future. "Machine learning is a core transformative way by which we are rethinking everything we are doing," said CEO Sundar Pichai during the company's Q3 2015 earnings call last year, and he reiterated the promise of machine learning and artificial intelligence in his contribution to the 2016 Google Founders' Letter.

[See Google Cloud Conundrum: 7 Questions That Need Answering.]

Google has tried to amplify excitement about machine learning through the open source release of technology like SyntaxNet, Parsey McParseface and TensorFlow, even as competitors like Amazon, Baidu, Facebook, and Microsoft have made similar moves. These companies are interested in benefiting from community support of software used internally. They're also interested in seeding interest among companies that could become customers of their respective cloud services. Open source machine learning tools are widely available, but running them with a large data set can lead to a significant cloud computing bill.

In anticipation of such business, Google announced an expansion of its Cloud Platform in the western region of North America with the opening of the Oregon Cloud Region (us-west1). By expanding its geographic presence, Google's Cloud Platform can deliver better service to customers in the area. Google plans to broaden its Cloud Platform footprint to the Tokyo region later this year, followed by 10 more regions in 2017.

0 Comment

Leave a Reply

Captcha image


  • 5300c769af79e

    Nougat Update Rolling Out to Select Sony Xperia Z5 Lineup Devices

    According to users, Sony is pushing out Nougat to select devices in the Xperia Z5 lineup, with more surely to come in the near future.Right now, users of the Xperia Z5 and Xperia Z5 Premium are seeing the update rolled out, but no word yet from any Xperia Z5 Compact users.
  • 5300c769af79e

    Google Home Adds Support for Additional Smart Home Products

    The Google Home supported partners and services page is listing official support for additional smart home product makers today, including iHome, Emberlight, and Leviton.We’re not personally familiar with the products from the below listed makers, but Emberlight makes smart lightbulbs, Leviton specializes in electrical wiring and outlets, and iHome has the SmartMonitor (temperature, lighting, etc).
  • 5300c769af79e

    Samsung Delays Foldable Displays (Again)

    Once rumored to hit the market this year, a Samsung phone with a foldable display may not be for sale until 2019, giving the Korean tech giant time to perfect its bezel-less smartphone design.The company is currently focused on perfecting displays like the one found on the Galaxy S7 Edge (above), he said.
  • 5300c769af79e

    Microsoft Tests Digital Refunds, Includes Xbox Games

    Details of the so-called "Self-Service Refunds" system were posted on Reddit by gaymerRaver.The release notes announcement, included in full below, details an instant refund procedure for digital products purchased through the Microsoft Store.