Amazon has published videos and supplementary materials from several of its internal Machine Learning University courses.

Artificial intelligence is also used to help in psychometric assessments by asking questions on situational statements or involving the candidate in a real …

I don't know about you all, but personally I've found that machine learning processes to be ad-hoc and fragmented. Things are sort of the wild, wild west. So, I decided to put together a round table on the topic: "The ML Process: From Idea to Production". The goal is to setup a place where people can share and learn from each other. It works like this: people are broken up into groups of 5-7 people based on their team size and what they are working on so they can have relevant discussions.

Support Vector Machines can be a lot slow to run on large datasets. With more data, the speedup increases proportionally which is great for use. Thundersvm also runs with support vector regression and a bunch more stuff. You can check out there github repo here. I have written an article on how to install and use thundersvm.

When we think of artificial intelligence, the first things that usually come to mind are depictions from popular culture. Artificial intelligence (AI), however, doesn't just exist in futuristic movies. It's already a part of the way we live, shop, work and bank. Rather than a robot gone rogue, AI is simply technology programmed by humans with the ability to memorize information, learn from experience, communicate facts, and/or make decisions. And because humans are the ones creating AI, we must ask the question: what are we teaching our machines, and what are they learning from us?

At $180, the Vizio V-Series 2.1 (there's also a pricier 5.1-channel version available) boasts a lot of value: You're getting a 36-inch, stereo channel soundbar and a hefty wireless subwoofer alongside a suite of useful features and pairing options. Generally, the design elements, remote, connectivity, and overall functionality are very solid--while nothing will blow your mind, so to speak, we can't imagine anyone would have complaints. Where you might find yourself wishing you'd spent a little more is in the features category, but you'd probably have to spend quite a bit more to get a perceptible increase in sound quality. The bar itself is loud, clear, and balanced even with only two speaker channels, and the subwoofer boasts ample bass (a bit too much at times, but more on that below). For what you're paying, this soundbar/subwoofer combo is a stellar value, and--especially if you're still toiling under the mediocrity of your TV's stock speakers--should be on a short list for anyone looking to seriously revamp their cinematic audio.

I'm afraid I can't do that." HAL's cold, if polite, refusal to open the pod bay doors in 2001 A Space Odyssey has become a defining warning about putting too much trust in artificial intelligence, particularly if you work in space. In the movies, when a machine decides to be the boss – or humans let it – things go wrong. Yet despite myriad dystopian warnings, control by machines is fast becoming our reality. Algorithms – sets of instructions to solve a problem or complete a task – now drive everything from browser search results to better medical care. They are helping design buildings. They are speeding up trading on financial markets, making and losing fortunes in micro-seconds. They are calculating the most efficient routes for delivery drivers. In the workplace, self-learning algorithmic computer systems are being introduced by companies to assist in areas such as hiring, setting tasks, measuring productivity, evaluating performance and even terminating employment: "I'm sorry, Dave.

In the last week, we saw the markets close at another all-time high. They were lifted by Apple which surged on 5.1% to an all-time high on Friday. The S&P 500 ended up at 3,397, a new record closing high, while the Nasdaq NDAQ ended at 11,311, also a record close. Helping markets were the economic updates, with HIS Markit INFO showing US manufacturing activity hitting its highest level in 19 months, while services were at their highest level in 17 months. Also helping was the existing-home sales data for July, which saw a record month-to-month acceleration of 24.7%, and the average selling price for homes setting a new bar at $304,100.

Musical adventure No Straight Roads certainly got my foot tapping, albeit more due to frustration than the game's admittedly catchy tunes. Set in the music-obsessed metropolis of Vinyl City, No Straight Roads sees you play as two wannabe rock stars fighting against the dictatorship of NSR records, which not only mediates the city's music tastes, but also controls its power supply. No Straight Roads has what it takes to be a pop sensation, namely a strong sense of style and a good ear. Vinyl City is a dazzling neon sprawl divided into multiple districts, from the kawaii-colours and anime billboards of Akusuka, to the leafy groves and neoclassical architecture of Natura. These districts are controlled by powerful pop stars you need to face in battle, with victory bringing you one step closer to NSR's glittering skyscraper.

This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. Last week, many tech publications broke news about a blog generated by artificial intelligence that fooled thousands of users and landed on top of the Hacker News forum. GPT-3, the massive language model developed by AI research lab OpenAI, had written the articles. Since its release in July, GPT-3 has caused a lot of excitement in the AI community. Developers who have received early access to the language model have used to do many interesting things, showing just how far AI research has come. But like many other developments in AI, there's also a lot of hype and misunderstanding surrounding GPT-3, and many of the stories published about it misrepresent its capabilities. The blog written by GPT-3 resurfaced worries about fake news onslaughts, robots deceiving humans, and technological unemployment, which have become the hallmark of AI reporting.