I am currently pursuing Electronics & Communication Engineering from India and have currently developed a deep passion for Machine Learning & Artificial Intelligence. Recently I did a Machine Learning Research Intern and have come to the conclusion that I need to pursue MS. I have not given GRE exam and thus the US is kind of out of the option. My current GPA is 3.2/4.0 Can you telll me few universities that are having good programs?

The subjugation of humanity by a race of supersmart, artificially intelligent beings is something that has been theorised by everyone from generations of moviemakers to New Zealand's fourth most popular folk parody duo. But the latest prophet of our cyber-fueled downfall must realise why people would be inclined to take his warnings with a grain of silicon. He is, after all, the same guy who's asking us to turn over control of our cars - and our lives - to a bunch of algorithms. Elon Musk, who hopes that one day everyone will ride in a self-driving, electric-powered Tesla, told a group of governors on Saturday that they needed to get on the ball and start regulating artificial intelligence, which he called a "fundamental risk to the existence of human civilisation." When pressed for better guidance, Musk said the government must get a better understanding of the latest achievements in artificial intelligence before it's too late.

From Elgar to Adele, and the Beatles or Pink Floyd to Kanye West, London's Abbey Road Studios has hosted a storied list of musical stars since opening in 1931. The man sitting at the keyboard where John Lennon may have finessed A Day in the Life is Siavash Mahdavi, CEO of AI Music, a British tech startup exploring the intersection of artificial intelligence and music. His company is one of two AI firms currently taking part in Abbey Road Red, a startup incubator run by the studios that aims to forge links between new tech companies and the music industry. It's not alone: Los Angeles-based startup accelerator Techstars Music, part-funded by major labels Sony Music and Warner Music Group, included two AI startups in its programme earlier this year: Amper Music and Popgun. This is definitely a burgeoning sector.

The following piece is a guest post from Jessica Rovello, the CEO and co-founder of Arkadium, which provides interactive content to brands and publishers. Guest posts do not necessarily reflect the opinions of this publication. Is the growing adoption of Artificial intelligence (AI) products by digital publishers a much-needed lifeline for a struggling industry, or the next deadly threat to its survival? Some worry that AI will eventually "take over" journalism, replacing skilled humans with soulless, data-scraping machines. But these three industry leaders are showing how innovative implementation of AI can free newsroom resources to focus on the vital journalistic tasks--like reporting and editing--that humans do best.

The following essay is reprinted with permission from The Conversation, an online publication covering the latest research. As an Artificial Intelligence researcher, I often come across the idea that many people are afraid of what AI might bring. It's perhaps unsurprising, given both history and the entertainment industry, that we might be afraid of a cybernetic takeover that forces us to live locked away, "Matrix"-like, as some sort of human battery. And yet it is hard for me to look up from the evolutionary computer models I use to develop AI, to think about how the innocent virtual creatures on my screen might become the monsters of the future. Might I become "the destroyer of worlds," as Oppenheimer lamented after spearheading the construction of the first nuclear bomb?

Tomomi Inada's resignation as defense minister ended a tenure that often made reporters wonder if her transgressions had more to do with ignorance than with incompetence. It would be wrong to associate her failures with her sex, though there were some in the media who harped on her fashion sense or supposed emotional instability as indications that she wasn't suitable for the job. Inada didn't actively discourage these indications. In June, she addressed the second plenary session of the International Institute of Strategic Studies' Shangri-La Dialogue in Singapore, where she expressed in English how privileged she felt to "share the podium" with other defense ministers, namely Marise Payne of Australia and Sylvie Goulard of France, saying that "We belong to the same gender … the same generation and, most importantly, we are all good looking." As mentioned in a June 14 article in the Huffington Post, Mayumi Mori, the Asahi Shimbun Singapore correspondent, noted that Inada was obviously making a joke "to relieve tension," and that there were a few chuckles in the hall.

This is a continuation of a personal project. In which I am trying to generate chemical molecules using neural networks. In this new project I have used wgan with 1D CNN to generate chemical molecules. This model learns faster than my other previous models and create molecules which are visually similar to SMILES with only one hour GPU training. The logs for the training is also uploaded in my github page.

The newspapers have a scoop today - it seems that artificial intelligence (AI) could be out to get us. "'Robot intelligence is dangerous': Expert's warning after Facebook AI'develop their own language'", says the Mirror. Similar stories have appeared in the Sun, the Independent, the Telegraph and in other online publications. It sounds like something from a science fiction film - the Sun even included a few pictures of scary-looking androids. So, is it time to panic and start preparing for apocalypse at the hands of machines? While some great minds - including Stephen Hawking - are concerned that one day AI could threaten humanity, the Facebook story is nothing to be worried about.

Maybe you have seen this image on the left, or some variation on it. It is shared quite frequently by people on social media who have not much else to share but infographics, and fluff pieces written by journalists. There are just a couple of things wrong here, in my opinion. Here's the deal: Starting from the top I think it is crazy to say that artificial intelligence must mean computers reasoning as humans. First of all reasoning as any other animal would be more than acceptable from my point of view, and secondly reasoning as something completely separate from any biological entity can still be considered intelligence.

The advertising industry faces major challenges. One of them is the industry's widespread difficulty targeting ads effectively. Too many ads are seen or heard by people who are not interested in the products or services being advertised. Frequently, advertisers don't know whom the correct people are to target or how to reach them. A second challenge is how to deliver ads that engage consumers and convey to them the experience of a product or service.