Netflix leans on machine learning to power its recommendation algorithms and shape its future … How deep will Disney go in catering its suggestions?

Alexa is getting some company. Amazon and Disney have unveiled an "entirely new persona" called "Hey, Disney!" "It marks the first time that we're making another voice assistant available alongside Alexa on Echo devices," Aaron Rubenson, Amazon's vice president of Alexa Voice Service & Alexa Skills told USA TODAY ahead of Tuesday's announcement. "Hey, Disney!" will be available both in-room at Disney Resort hotels and on supported Amazon Echo devices at home. "It's going to give guests the ability to sort of interact with our beloved characters in entirely new ways" said Dan Soto, vice president of Technology and Digital for Disney Parks, Experiences and Products. 'Alexa' tips and tricks:How to make the most of your Amazon Echo "Hey, Disney!" was designed to make the Alexa experience even more magical with things like jokes, interactive trivia with your family, personal greetings from our characters, soundscapes and more," Soto told USA TODAY. "It will absolutely include authentic character voices, original recordings, unique audio environments inspired by our films and our destinations around the world and over 1,000 magical interactions for our guests to discover." "Hey, Disney!" is expected to roll out next year. "Hey, Disney!" will be free for guests to access on Amazon Echo devices in Disney Resort hotel rooms. It's not yet clear how much it will cost to buy on the Alexa Skills Store for use at home. Details will be released on amazon.com/heydisney. Like Alexa, the voice assistant has its own unique wake words: "Hey, Disney!" While the bulk of "Hey, Disney!" features will be available both at home and at Disney Resort hotels, hotel guests will have additional offering through Alexa for Hospitality. "You can ask'Hey, Disney!' things like, 'What time is the park open?

Researchers from Poland and Japan, working with Sony, have found evidence that machine learning systems trained on GPUs rather than CPUs may contain fewer errors during the training process, and produce superior results, contradicting the common understanding that GPUs simply perform such operations faster, rather than any better. The research, titled Impact of GPU Uncertainty on the Training of Predictive Deep Neural Networks, comes from the Faculty of Psychology and Cognitive Sciences at Adam Mickiewicz University and two Japanese universities, together with SONY Computer Science Laboratories. The study suggests that'uncertainties' which deep neural networks exhibit in the face of various hardware and software configurations favor more expensive (and increasingly scarce) graphics processing units, and found in tests that a deep neural network trained exclusively on CPU produced higher error rates over the same number of epochs (the number of times that the system reprocesses the training data over the course of a session). In this supplemental example from the paper, we see (bottom two rows), similar result quality obtained from a variety of GPUs, and (first row), the inferior results obtained from a range of otherwise very capable CPUs. These preliminary findings do not apply uniformly across popular machine learning algorithms, and in the case of simple autoencoder architectures, the phenomenon does not appear.

Deep learning is a subset of artificial intelligence, in particular, the field of machine learning. Deep learning uses a multi-layered artificial neural network to carry out a range of tasks, from fraud detection to speech recognition or language translation. Deep learning differs from traditional machine learning systems in that it is capable of self-learning and improving as it analyses large data sets. A highly flexible system it has a number of applications in business. In this article, we explain exactly what deep learning is and explore the ways that it is already transforming businesses. Deep learning is a function of artificial intelligence. It is designed to replicate the way that the human brain processes data. It also re-creates the patterns found in the brain's decision-making process. Sometimes called deep neural networking or neural learning, it is part of the wider field of machine learning. It is powered by networks that can carry out unsupervised learning. This process uses algorithms to analyse raw data, extracting information and presenting it in a structured, useful model. Often it is also used to process unstructured or unlabeled data.

D23 Expo Disney Parks panel attendees learned today that Genie is here to help you with your vacation planning, and you aren't limited to just three wishes. Disney's Genie is the latest artificial intelligence system to help guests build their own Walt Disney World vacation as magical as possible. Unveiled by Disney Parks, Experiences, and Products Chairman Bob Chapek, Genie is here to help seamlessly plan each Disney day whether you are a first-time guest or seasoned pro. You will be given suggested itineraries based on your interests. Do you want to be a princess in the Magic Kingdom, unleash your inner foodie across the World Showcase, or are you looking to get lost in adventure at Disney's Animal Kingdom?

I have an alarm set for 3 a.m. on Sunday morning, which is the earliest that we can start making restaurant reservations for our trip. There's even a spreadsheet with all the restaurants we want to visit, as meticulously researched from videos and handy guides from places like Disney Food Blog and WDW Prep School. So I was more than receptive when someone recommended that I check out TouringPlans.com It's a premium service, with subscriptions priced starting at $16 per year. It has seven full-time employees on the staff, and 12 part-time employees, says Testa, as well as a business in publishing "Unofficial Guides" to Disney World, Disneyland, and other popular tourist destinations.

I have an alarm set for 3 a.m. on Sunday morning, which is the earliest that we can start making restaurant reservations for our trip. There's even a spreadsheet with all the restaurants we want to visit, as meticulously researched from videos and handy guides from places like Disney Food Blog and WDW Prep School. So I was more than receptive when someone recommended that I check out TouringPlans.com-- a site that uses complex algorithms to help you plan the perfect vacation at Disney World, Disneyland, or a handful of other theme parks like Universal Studios Orlando. It's a premium service, with subscriptions priced starting at $16 per year. It has seven full-time employees on the staff, and 12 part-time employees, says Testa, as well as a business in publishing "Unofficial Guides" to Disney World, Disneyland, and other popular tourist destinations.

The stolen items had belonged to Buzzy, who was part of the now-closed "Wonders of Life" attraction at Epcot. Authorities say they're investigating the theft of clothing that belonged to a retired animatronic character at Walt Disney World. The Orange County Sheriff's Office announced Thursday that the theft occurred in August. The stolen items had belonged to Buzzy, who was part of the now-closed "Wonders of Life" attraction at Epcot. Investigators say someone sneaked into a backstage area that's not open to the public and took a red jacket, green cap and rubber molded hands.

The first wave of AI hospital tools, including voice, patient experience and remote monitoring, are relatively easy to implement and deliver care to people with limited access. More highly specialized AI solutions will require higher expenses (until scale and reimbursement broaden access) and new capabilities. In mature markets like the US and EU, hospital viability will depend on their ability to adapt to the AI Era. The 5,534 US hospitals face an existential crisis. Median operating margins plummeted from 3.4 percent in 2015 to 2.7 percent in 2016 to under 2 percent in 2017.

Bestselling author Shep Hypken--the "Chief Amazement Officer" at Shephard Presentations--makes a rock-solid case for why customer experience has advanced to the level of 21st-century table stakes: "New research proves that consumers are expecting, if not demanding, highly personalized experiences," Hypken writes in Forbes. "And the good news for those businesses that can deliver is that customers are typically willing to spend more when they receive such custom-tailored service." Computer vision also comes into play where smart retail stores are concerned.iStock Enter the Internet of Things (IoT), which through interconnected devices and strong data analytics makes an entirely new level of customer surprise, delight and convenience possible. What's more, the IoT brings relevant experiences and information to consumers, whether to facilitate the operation of smart homes or to provide relevant health and wellness data that can be shared with medical professionals.