When beginners get started with machine learning, the inevitable question is "what are the prerequisites? What do I need to know to get started?" You need to master math. A list like this is enough to intimidate anyone but a person with an advanced math degree. It's unfortunate, because I think a lot of beginners lose heart and are scared away by this advice.

This is part of a series on machine intelligence companies. We've interviewed Beagle, Mariana, and Beyond Verbal. Now we're turning our attention to Preteckt, which is applying machine learning to maintaining trucks and other heavy-duty vehicles. Few things are more frustrating than a vehicle breakdown. They're unexpected, impede our ability to go about our lives, and can end up costing more than most of us would like to pay.

Industrial revolutions are momentous events. By most reckonings, there have been only three. The first was triggered in the 1700s by the commercial steam engine and the mechanical loom. The harnessing of electricity and mass production sparked the second, around the start of the 20th century. The computer set the third in motion after World War II (see "The Man Who Made the Computer Age Possible," by Jeffrey E. Garten). It might seem too soon to proclaim that the fourth industrial revolution, spurred by interconnected digital technology, has begun. But Henning Kagermann, the head of the German National Academy of Science and Engineering (Acatech), did exactly that in 2011, when he used the term Industrie 4.0 to describe a proposed government-sponsored industrial initiative. When you look closely at the rapid pace of digitization in industry today, the name doesn't seem hyperbolic at all. It is a signal of sweeping change that is rapidly transforming many companies and may catch others by surprise.

The question of what it meant to be human obsessed the ancient Greeks. The beloved myths of Hercules, Jason and the Argonauts, the sorceress Medea, the engineer Daedalus, the inventor-god Hephaestus, and the tragically inquisitive Pandora all raised the basic question of the boundaries between human and machine. Today, developments in biotechnology and advances in artificial intelligence (AI) bring a new urgency to questions about the implications of combining the biological and the technological. It's a discussion that we might say the ancient Greeks began. Medea, the mythic sorceress whose name means'to devise', knew many arcane arts. These included secrets of rejuvenation. To demonstrate her powers, Medea first appeared to Jason and the Argonauts as a stooped old woman, only to transform herself into a beautiful young princess. Jason fell under her spell and became her lover. He asked Medea to restore the youthful vigour of his aged father, Aeson.

Accenture Plc (NYSE:ACN) has grabbed the attention from analysts, when it saw a value decrease of -0.79 percent in the last trading session. A total of 1.80 million shares exchanged hands during the intra-day trade compared with its average trading volume of 2.20 million shares. When taking a look at recommendations from analysts, investors can use the average brokerage recommendation score to determine the consensus take on a stock. The ABR is the calculated average of the actual recommendations (strong buy, hold, sell etc) made by the brokerage firms for a given stock. The ABR rank is displayed in the range of 1 to 5 where 1 represents a Strong Buy and 5 a Strong Sell.

Dell today announced the availability of the Dell Data Protection Endpoint Security Suite Enterprise, which integrates Cylance technology using artificial intelligence and machine learning to proactively prevent advanced persistent threats and malware. As part of this solution, Dell also announced the availability of a new post-boot BIOS verification solution for Dell commercial PCs, which allows customers to ensure their device remains free from malware during the boot process. The post-boot BIOS verification solution will be integrated on Dell commercial PCs with the purchase of the Dell Data Protection Endpoint Security Suite Enterprise license.

At Chatterbox Labs we are working with leading global technology and consulting organisations who are delivering our cognitive technology into their clients with remarkable speed and scale that is delivering exponential results. There are seemingly hundreds if not thousands of use cases across industry and geography that our Cognitive Engine can be applied to and the results are astonishing. 'Work' that used to take days, weeks or months to complete is literally being reduced to mere seconds opening up possibilities to further streamline or enhance other areas of'work' in our partner client companies. Make no mistake our mantra is not to replace humans but to augment and enhance their existing skill-sets. Everyone knows there is inefficiency embedded across organisations; whether they are public or private sector; large or small.

For 30 years the games industry worked in a certain way. People rented offices and set up studios to create games; they employed staff to work in-house, then got those projects funded and distributed by publishers. If you wanted to opt out of that setup, you worked alone, or in a small team, as an indie developer – you operated in a totally separate stratosphere; the system neatly self-segregated. Meanwhile, in the background, the business worked to the seven-year cycles dictated by the lifespan of the major consoles. It was a machine of discreet components. But that machine is rusting and falling apart.

This article was first published in the January 2016 issue of WIRED magazine. Be the first to read WIRED's articles in print before they're posted online, and get your hands on loads of additional content by subscribing online. Algorithms are already helping us to decide what to watch and listen to. But style is more complicated. "Fashion is a gnarly domain," says Kieran O'Neill, CEO and co-founder of London-based startup Thread.

Frank Pasquale, professor of law at the University of Maryland, reflects on the roles of machines and machine learning in today's society, and to what extent'opaque' algorithmic systems should be subject to human oversight. The theme of "technics out of control" animated several other mid-20th-century films. Common themes emerged, variations on the Frankenstein or "sorcerer's apprentice" myths. For example, in Colossus: The Forbin Project, a machine assures perpetual peace, but appears capable of controlling much more than nuclear arsenals. It sternly warns one of its creators that "freedom is just an illusion" and "In time you will come to regard me not only with respect and awe, but with love."