Machine Learning

Machine learning, a branch of artificial intelligence, concerns the construction and study of systems that can learn from data.For example, a machine learning system could be trained on email messages to learn to distinguish between spam and non-spam messages. After learning, it can then be used to classify new email messages into spam and non-spam folders.The core of machine learning deals with representation and generalization. Representation of data instances and functions evaluated on these instances are part of all machine learning systems.
Posts about Machine Learning
    • Opening the Google AI China Center

      Since becoming a professor 12 years ago and joining Google a year ago, I’ve had the good fortune to work with many talented Chinese engineers, researchers and technologists. China is home to many of the world's top experts in artificial intelligence (AI) and machine learning. All three winning teams of the ImageNet Challenge in the past three years have been largely composed ...

      The Official Google Blog- 21 readers -
    • Introducing AIY Vision Kit: Make devices that see

      Earlier this year, we kicked off AIY Projects to help makers experiment with and learn about artificial intelligence. Our first release, AIY Voice Kit, was a huge hit! People built many amazing projects, showing what was possible with voice recognition in maker projects. Today, we’re excited to announce our latest AIY Project, the Vision Kit.

      The Official Google Blog- 27 readers -
    • 3 ways employees will benefit from digital transformation in 2018

      Editor’s note: Business is no longer as usual. New technologies in the workplace, like machine learning and augmented reality, create opportunities for companies to enhance employee productivity. Alan Lepofsky, analyst at Constellation Research, Inc. discusses three key areas where technology will impact work as we know it.

      The Official Google Blog- 20 readers -
  • Earth to exoplanet: Hunting for planets with machine learning

    … thousands of miles away. But with the help of machine learning, we’ve recently made some progress. One of the main ways astrophysicists search for exoplanets is by analyzing large amounts of data from NASA’s Kepler mission with both automated software and manual analysis. Kepler observed about 200,000 stars for four years, taking a picture every 30…

    The Official Google Blog- 17 readers -
  • A look at one billion drawings from around the world

    … visible to the naked eye in the night sky. If there’s one thing one billion drawings has taught us, it’s that no matter who we are or where we’re from, we’re united by the fun of making silly drawings of the things around us. Quick, Draw! began as a simple way to let anyone play with machine learning. But these billions of drawings are also…

    The Official Google Blog- 15 readers -
  • Get ready for AI to help make your business more productive

    … Editor’s note: Companies are evaluating how to use artificial intelligence to transform how they work. Nicholas McQuire, analyst at CCS Insight, reflects on how businesses are using machine learning and assistive technologies to help employees be more productive. He also provides tangible takeaways on how enterprises can better prepare…

    The Official Google Blog- 11 readers -
  • Machine learning gives environmentalists something to tweet about

    … up at 50 sites around the sanctuary. In one of the quirkier applications of machine learning, they trained a Google TensorFlow-based system to recognize specific bird calls and measure bird activity. The more audio it deciphered, the more it learned, and the more accurate it became. It worked like this: the AI system used audio that had been…

    The Official Google Blog- 17 readers -
  • The new maker toolkit: IoT, AI and Google Cloud Platform

    … Voice interaction is everywhere these days—via phones, TVs, laptops and smart home devices that use technology like the Google Assistant. And with the availability of maker-friendly offerings like Google AIY’s Voice Kit, the maker community has been getting in on the action and adding voice to their Internet of Things (IoT) projects. As avid…

    The Official Google Blog- 15 readers -
  • 6 Trends In Digital Marketing To Watch Out For In 2018

    … at the industry trends that’ll be of great prominence in the near future. 1. AI-Powered Content Creation Guess what? Content will still remain king in the years to come. But, content creation and the way it will be received eventually will remain in the hands of AI. Most of the prominent platforms like Forbes and Amazon use the machine-generated content…

    Rise to the Topin EMail- 20 readers -
  • An AI Resident at work: Suhani Vora and her work on genomics

    … Suhani Vora is a bioengineer, aspiring (and self-taught) machine learning expert, SNES Super Mario World ninja, and Google AI Resident. This means that she’s part of a 12-month research training program designed to jumpstart a career in machine learning. Residents, who are paired with Google AI mentors to work on research projects according…

    The Official Google Blog- 21 readers -
  • No more red ink: better writing with machine learning

    … students become better writers and critical thinkers. Before beginning development, they researched hundreds of studies on writing education and found a common theme—students had a hard time grasping the difference between a run-on sentence, a fragment, so the Quill team developed a tool to help students identify the different parts of a sentence…

    The Official Google Blog- 36 readers -
  • Adxcel Rebrands as Artsai, Using AI to Consolidate the Marketing Stack

    … Artificial intelligence-based marketing tech company Artsai launched today in a rebrand. Previously known as Adxcel, Artsai founder and CEO Yuri Khidekel and his team realized more than a year ago that their company was doing more than dynamic creative optimization. Artsai now has two patents pending around the AI technology, which uses machine…

    Street Fight- 17 readers -
  • Meet a few of our machine learning makers

    … do they geek out about when it comes to AI? To answer some of these questions, we went behind the scenes with the Google Brain team, a research group that’s part of Google AI. The Brain team works on deep learning research, a sub-field of machine learning focused on neural networks. For the non-researchers among us, a neural network is a kind…

    The Official Google Blog- 32 readers -
  • TensorFlow lends a hand to build a rock-paper-scissors machine

    … Editor’s note: It’s hard to think of a more “analog” game than rock-paper-scissors. But this summer, one Googler decided to use TensorFlow, Google’s open source machine learning system, to build a machine that could play rock-paper-scissors. For more technical details and source code, see the original post on the Google Cloud Big Data…

    The Official Google Blog- 15 readers -
  • DataRobot: An Enterprise Automated Machine Learning Platform

    … Years ago, I had to do a huge financial analysis for my company to predict whether pay increases could reduce employee churn, training costs, productivity, and overall employee moral. I remember running and testing multiple models for weeks, all concluding that there would be a savings. My Director was an incredible guy and asked me to go back…

    Douglas Karr/ Marketing Technology Blog- 20 readers -
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