You can find this post and more on my website! By the end of this post, we'll learn how to use the Create ML MLRecommender to recommend a song to a user given their listening history. We'll also learn how to parse and prepare an MLDataTable using Python and data from a third party. A personalized recommendation system can be used in many different applications, such as a music player, video player, or social media site. A machine learning recommendation system compares a user's past activity to a large library of activity from many other users.

Machine learning (ML) is rapidly becoming a key framework for a new digital future. It seems like every tech firm wants to utilize this subset of artificial intelligence (A.I.), which uses a variety of techniques to "train" programs to become better at particular tasks. At this year's WWDC, Apple announced a new way to train machine learning models – entirely in Swift – with a new service dubbed Create ML. As a more direct method for training machine learning models, Create ML is meant to supplant TensorFlow and other machine learning models in the'creation' phase of machine learning. As Apple sees it, there are three steps to machine learning: create, train, implement.

With the new machine learning (ML) frameworks introduced during WWDC 2017, iOS/macOS/tvOS programmers now have the tools to simplify the implementation of powerful ML algorithms within their apps. A simple hand-waving explanation of how neural networks work will get you surprisingly far, but a little more knowledge and experimentation will help remove some of the mystery behind how they actually work. This first article will implement a simple perceptron network using a Swift Playground to show how a basic network works. Perceptrons were invented in the late 1950s and implemented directly in hardware to explore machine vision. Perceptrons represent a simplified model of a biological neuron.

If you thought Sphero's original BB-8 app-enabled robot was a blast back in 2015, just wait'til you see their take on Star Wars' most beloved droid: R2-D2. MSRP; same price on Amazon and the Apple store) is here in advance of Star Wars: The Last Jedi, which continues the sci-fi saga's main storyline, and it's just as immediately impressive as BB-8. It'll cruise around your home with ease using the iPhone/iPad companion app, the head rotates and reacts just like the real droid in the movie, and it even has movie-perfect sound effects and little animation routines. R2-D2 is not alone this time around, either, as the First Order BB-9E ($149.95 MSRP; same price on Amazon and the Apple store) droid from the new movie--essentially an evil version of BB-8, it seems--has joined the Sphero crew.

In 2014, Apple introduced a programming language called Swift that made waves in the developer community -- not just for its power and flexibility, but for how easy it is to learn. So easy, in fact, that Apple believes it could be anyone's first programming language. That's why it went ahead and created Swift Playgrounds, a free iPad app designed to teach kids how to code. Now, a year after its release, Apple is ready to step up its educational repertoire further. With the June 5th release of Swift Playgrounds 1.5, Apple's app will now teach kids to program robots and drones as well.

When people discuss the workplace of the future, they frequently focus on the collaboration technologies and the layout of these new workspaces. We discuss the "intolerance" of millennials and how work tools must change to support the digital native. While the selection of tools is important, this dialogue lacks a discussion of the type of jobs employees will perform and how they'll be trained to do these jobs. We're entering the next generation of the industrial revolution and today's workforce is largely unprepared to fill the next wave of jobs. Many careers in the future will be based on software programing, machine learning and data analysis using tools that barely existed ten year ago.

This includes the future of messaging, photos, maps, and more. SAN FRANCISCO – Apple's Worldwide Developers Conference took place in San Francisco Monday morning, where the company introduced significant upgrades to iOS and its other operating systems, including redesigns to Apple Music and Messages. Apple also opened three key features – Siri, Maps and Messages – to third party developers and created the Home app to make for easier control of HomeKit using an iPhone, iPad or Watch. Details of the new features, plus reactions from our staff and other attendees, can be found in the live blog of the conference below. Thanks the audience and Apple community and ends WWDC.

Last month, Apple CEO Tim Cook said in a televised interview that Apple was going to be around for the next "thousand years." "We are not here for a quarter or two quarters or the next quarter or the next year to next year, we are here for [a] thousand years, and so we're not about making the most, we're about making the best," Cook said. Nowhere was that more evident than at Apple's annual developers conference, which kicked off in San Francisco on Monday. The assortment of product updates and new features unveiled at the event will be available to consumers in a few months. But a close look at some of the things Apple introduced reveal a strategy that's much more far-sighted than the next iPhone release.

Last month, Apple CEO Tim Cook said in a televised interview that Apple was going to be around for the next "thousand years." "We are not here for a quarter or two quarters or the next quarter or the next year to next year, we are here for [a] thousand years, and so we're not about making the most, we're about making the best," Cook said. Nowhere was that more evident than at Apple's annual developers conference, which kicked off in San Francisco on Monday. The assortment of product updates and new features unveiled at the event will be available to consumers in a few months. But a close look at some of the things Apple introduced reveal a strategy that's much more far-sighted than the next iPhone release.

Last month, Apple CEO Tim Cook said in a televised interview that Apple was going to be around for the next "thousand years." "We are not here for a quarter or two quarters or the next quarter or the next year to next year, we are here for [a] thousand years, and so we're not about making the most, we're about making the best," Cook said. Nowhere was that more evident than at Apple's annual developers conference, which kicked off in San Francisco on Monday. The assortment of product updates and new features unveiled at the event will be available to consumers in a few months. But a close look at some of the things Apple introduced reveal a strategy that's much more far-sighted than the next iPhone release.