Sebastian Raschka, author of the bestselling book, Python Machine Learning, has many years of experience with coding in Python, and he has given several seminars on the practical applications of data science, machine learning, and deep learning, including a machine learning tutorial at SciPy - the leading conference for scientific computing in Python. While Sebastian's academic research projects are mainly centered around problem-solving in computational biology, he loves to write and talk about data science, machine learning, and Python in general, and he is motivated to help people develop data-driven solutions without necessarily requiring a machine learning background. His work and contributions have recently been recognized by the departmental outstanding graduate student award 2016-2017, as well as the ACM Computing Reviews' Best of 2016 award. In his free time, Sebastian loves to contribute to open source projects, and the methods that he has implemented are now successfully used in machine learning competitions, such as Kaggle. Vahid Mirjalili obtained his PhD in mechanical engineering working on novel methods for large-scale, computational simulations of molecular structures.

Customers hoping to buy an iPhone X when it goes on sale on November 3rd have been warned of massive shortages. Apple has faced production issues with the handset, leading one leading analyst to claims the firm may only have two million handsets available for sale when it goes on sale on November 3rd. Although Apple has not released first weekend sales figures for its last few handsets, the last time it did, the firm sold 13 million iPhone 6S units the first weekend it was on sale. It has been widely reported the Apple is struggling to produce its new iPhone X handset, with reports of several production issues with the 3D camera the handset uses to recognises faces However, the latest reports say that the firm should have '2-3 million' handsets at launch, and that the production bottlenecks will be cleared by November. Apple's preorders will go live here on Oct. 27th at: Preorders for the handset open on October 27th, and Apple today said starting on Monday, October 23, iPhone Upgrade Program customers will be able to get a'head start' on the iPhone X pre-order process by getting pre-approved for an iPhone Upgrade Program loan.

A new study reveals 54 percent of retailers use or plan to use artificial intelligence to enhance the customer experience. The SLI Systems study noted many retailers have "concrete" AI plans for the next year, with 38 percent planning to use the technology for personalized product recommendation. Customer service and chatbots are also top of mind for ecommerce companies' plans for AI use. Virtual reality and voice-activated apps are least popular. Rent-A-Center's'Inner Circle' is about meeting customer needs and much more Kagan: Will Walmart win with Jet.com private label?

Artificial intelligence (AI) has leapt off the pages of science fiction novels and into our daily lives. To millions in the US and around the world, coexistence with AI such as Siri and Alexa is as normal as ordering pizza and watching Netflix. Although the public does foresee major changes as a result of our new cybernetic future, perception is generally optimistic.

How can artificial intelligence transform businesses? From real-world data, computers are learning to recognize patterns too complex, too massive, or too subtle for hand-crafted software or even humans. They and the Cleveland Cavaliers, the 2016 champs, use AI to put their teams at the top of their game. Retailers have been among the most active adopters of deep learning-powered intelligence. The consulting firm Gartner predicts that by 2020, 85 percent of customer interactions in retail will be managed by AI.

And now, thanks to the West Hollywood store – and a second one that opens simultaneously (its Tuesday night fete featured a performance by Solange Knowles) in New York City's Flatiron District – barely two weeks after those gizmos were unveiled the gadget-curious can fiddle with them up close and personal.

While it may seem like Amazon and commercial banks are worlds apart, Amazon's "Day 1" business model offers key success drivers for banks to consider. The Day 1 model, spelled out in CEO Jeff Bezos' 2016 shareholder letter, in essence means the company continually operates as a start-up. Also, Amazon--like other digital giants and fintechs--is raising customer expectations. And in small business credit, Amazon is competing directly with banks. Banks, instead, often operate like Day 2 companies and make good decisions slowly based on a maximum amount of data. While banks cannot completely emulate the Day 1 model due to their critical role in maintaining financial stability and security, and meeting attendant compliance constraints, they can adapt and adopt certain aspects of it.

"With approachable text, examples, exercises, guidelines for teachers, a MATLAB toolbox and an accompanying web site, Bayesian Reasoning and Machine Learning by David Barber provides everything needed for your machine learning course. Jaakko Hollmén, Aalto University "Barber has done a commendable job in presenting important concepts in probabilistic modeling and probabilistic aspects of machine learning. The chapters on graphical models form one of the clearest and most concise presentations I have seen. The book has wide coverage of probabilistic machine learning, including discrete graphical models, Markov decision processes, latent variable models, Gaussian process, stochastic and deterministic inference, among others. The material is excellent for advanced undergraduate or introductory graduate course in graphical models, or probabilistic machine learning.

Google will sell its new Pixel 2 and Pixel 2 XL devices at pop-up stores starting Oct. 19, the company announced. Since Google doesn't have hardware stores like Apple, Google will instead open up temporary locations to sell its newest smartphones and "all things made by Google," the search engine company said on Twitter using the hashtag #googlepopup. Where Are The Google Pop-Up Stores? Google will open up two location in the U.S., one in New York City and one in Los Angeles. The New York pop-up store will be located at 110 Fifth avenue in Manhattan, while the California shop will be located at 8552 Melrose Avenue in West Hollywood.

Online retailers are moving into some advanced artificial intelligence technologies while holding back on others. Many retailers have concrete plans for using artificial intelligence for various customer-facing activities, but they don't have plans for virtual reality or even voice-activated apps. Using augmented reality also is near the bottom of the list, based a new survey of 234 mid-size online retail merchants globally conducted by SLI Systems, an ecommerce company. The top planned retailer use for AI over the next year is for personalized product recommendations. Most (90%) of online retailers have no plans to us AI for virtual reality or voice-activated apps, at least over the next year.