Adoption of Machine Learning is growing significantly in business. More and more, the integration of Machine Learning is becoming an integral part of a digital transformation processes that businesses are looking to undergo. The advances in technology and the accessibility of Machine Learning capabilities, like for example TensorFlow or Cloud Services such as Google Cloud AI and operational tooling including Talend have helped combat the skills required to embrace Machine Learning concepts and accelerate delivery of solutions. Previously a discipline associated with scientists in white lab coats, Machine Learning is now becoming an increasingly mainstream activity. So instead of white lab coats you are more likely to find designer jeans and wearable devices associated with today's emerging army of machine learning developers.

The nature of work has changed dramatically since the 1950s. In that glorious post-war period, work was primarily a man's purview, while women did so-called "invisible" work - taking care of children, maintaining the home and cooking. It wasn't unusual for a man to retire 40 years laterfrom the same employer he started with. That employer picked up the worker's health and life insurance, and some employers even paid school tuition for their workers' children. There was a sense of continuity.

NASCAR will use the breadth and depth of AWS technologies to build cloud-based services and automate processes, including a new video series on NASCAR.com The video series will debut heading into the Monster Energy NASCAR Cup Series race at Michigan International Speedway, sharing the greatest historical moments in NASCAR racing with viewers. NASCAR is migrating its 18-petabyte video archive to AWS, and will leverage Amazon Rekognition--an AWS service that adds intelligent image and video analysis to applications--to automatically tag specific video frames with metadata, such as driver, car, race, lap, time, and sponsors so they can easily search those tags to surface the most iconic moments from past races. By using AWS's services, NASCAR expects to save thousands of hours of manual search time each year, and will be able to easily surface flashbacks like Dale Earnhardt Sr.'s 1987 "Pass in the Grass" or Denny Hamlin's 2016 Daytona 500 photo finish, and quickly deliver these to fans via video clips on NASCAR.com and social media channels. NASCAR will leverage AWS services to enhance its full range of media assets including websites, mobile applications, and social properties for its 80 million fans worldwide.

Thousands of academics are gathering in Vancouver for the annual Congress of the Humanities and Social Sciences from June 1-7. They will present papers on everything from child marriage in Canada to why dodgeball is problematic. It's been the edict of parents, teachers and etiquette experts since time immemorial: Not every thought that pops into your head needs to come out of your mouth. Discretion helps hold our society together. We don't tell each other how we really feel. But now computers are learning to read our feelings from our faces.

In this May 22, 2019, photo, a customer waits for a coffee in front of a robot named b;eat after placing an order at a cafe in Seoul, South Korea. SEOUL, South Korea – Are robot baristas the future of South Korea's vibrant coffee culture? The company now has 45 robot-equipped outlets in shopping malls, company cafeterias, schools and an airport. Coffee is just one of many industries that could be transformed by automated services in this tech-forward nation, a notion both exciting and worrisome as jobs become scarcer. South Korean industries, including restaurants, convenience stores, supermarkets, banks and manufacturers, are relying increasingly on robots and other automation.

The Google Stadia controller used for playing games on Google's video game streaming service. The Stadia controller (priced separately at $69) uses WiFi to connect directly to the game running in Google's video game streaming service .the Google has shed some more clarity on its upcoming cloud-based video game service: an entry price, launch window and some of the games you will be able to play. Google's Stadia will become available in November with an entry price of $129.99 for the Founders Edition package (pre-order on Google's Stadia site), which includes a game controller, Chromecast Ultra streaming device and a three-month subscription. Cloud gaming promises to make it easier for consumers to play online games, as it sidesteps the need for pricey gaming PCs or console video game systems.

On Wednesday, at Amazon's re:MARS conference, the tech giant announced that it's making Alexa more conversational so the voice assistant can fluidly hop from one topic to the next without you having to call out "Alexa" before each command. Dubbed Alexa Conversations, part of the new rollout of Alexa capabilities includes the option for Alexa to plan a night out for you, according to Rohit Prasad, vice president and head scientist for Alexa at the artificial intelligence event in Las Vegas. Based on the demo of Alexa's upcoming abilities, Amazon is working with several companies to bring the new features to life, including the movie ticket service Atom Tickets, ride-hailing company Uber and dinner reservation app OpenTable. During a display of how the new technology will work, a human voice asked Alexa for Saturday showtimes for the movie "Dark Phoenix." Apple unveils $1,000 Pro Display stand.

US military research body DARPA is funding a project to create a mind-reading helmet that could let soldiers fly drones and control robots telepathically. Led by Texas-based researchers, the project will start by trying to read the vision of one person and transfer it into the brain of someone who is visually impaired. The helmet works by using both light and magnetic fields to interact with specially-reprogrammed neurons in the brain of the wearer. The Magnetic, Optical and Acoustic Neural Access (MOANA) project is exploring a minimally invasive, nonsurgical approach to connect human brains with a machine via a special helmet. Users will undergo gene therapy that will make certain neurons absorb light when firing.

New details about Google's much-anticipated Stadia game streaming service have leaked just hours before the firm is set to host an event about the platform. Stadia is reportedly set to launch in November and users will be able to choose between two different subscription plans, according to Canadian news site La Presse. For $11.99 CAD (roughly $9) a month, users will get access to some games with 4K resolution that run at 60 frames per second. Google will also launch a free subscription plan, called'Stadia Base,' that'll give users access to games with 1080p resolution. Stadia builds on Google's'Project Stream' initiative, which let users play high-quality games in Google Chrome.

Training artificial intelligence is an energy intensive process. New estimates suggest that the carbon footprint of training a single AI is as much as 284 tonnes of carbon dioxide equivalent – five times the lifetime emissions of an average car. Emma Strubell at the University of Massachusetts Amherst in the US and colleagues have assessed the energy consumption required to train four large neural networks, a type of AI used for processing language. Language-processing AIs underpin the algorithms that power Google Translate as well as OpenAI's GPT-2 text generator, which can convincingly pen fake news articles when given a few lines of text. These AIs are trained via deep learning, which involves processing vasts amounts of data. "In order to learn something as complex as language, the models have to be large," says Strubell.