Big data and artificial intelligence (AI) are helping doctors make better treatment decisions and improve the delivery of care, say Imperial experts. Dr Aldo Faisal, Reader in Neurotechnology jointly at the Department of Bioengineering and the Department of Computing at the College, and Mr Erik Mayer, Clinical Senior Lecturer at the Department of Surgery & Cancer at the College and Honorary Consultant Surgeon at The Royal Marsden NHS Foundation Trust and Imperial College Healthcare NHS Trust, presented their work on big data and AI at the recent Imperial College Academic Health Science Centre (AHSC) seminar series. In a packed lecture theatre, Dr Faisal outlined his work on using artificial intelligence to help doctors make better treatment decisions for the condition Duchenne muscular dystrophy. Duchenne muscular dystrophy is a genetic muscle wasting disease that begins in childhood and mainly affects boys. It usually renders patients unable to walk by age 12 and carries an average life expectancy of 26 years.

How long have your employees been at your company? Do they possess the skills needed to lead you into the future and assist with your company transformation? Probably not, but that doesn't mean you should hire new employees. I've said it before and I'll say it again, it makes the most sense to teach your current employee base the new skills that are required instead of spending the and money to hire new ones. In fact, sixty-two percent of executives believe they will need to retrain or replace more than a quarter of their workforce between now and 2030 due to automation and digitization.

Description: Learn how to Visualize Data with MATLAB in 2D, 3D, 4D, 5D and create animated plots with tens of projects and examples!

In June of last year, five researchers at Facebook's Artificial Intelligence Research unit published an article showing how bots can simulate negotiation-like conversations. While for the most part the bots were able to maintain coherent dialogue, the researchers found that the software agents would occasionally generate strange sentences like: "Balls have zero to me to me to me to me to me to me to me to." On seeing these results, the team realized that they had failed to include a constraint that limited the bots to generating sentences within the parameters of spoken English, meaning that they developed a type of machine-English patois to communicate between themselves. These findings were considered to be fairly interesting by other experts in the field, but not totally surprising or groundbreaking. A month after this initial research was released, Fast Company published an article entitled AI Is Inventing Language Humans Can't Understand.

Maybe best known as an analyst and host on CNN, the Oakland-based Jones says his primary job is being volunteer president of Dream Corps–a multifaceted organization promoting job opportunities for urban and minority youth, prison population reduction, and political dialogue. "Our job is to close prison doors and open doors of opportunity," says Jones, always ready with a catchy turn of phrase–as well a "huh!" or guffaw for emphasis. The July 17 conference, the Summit on Artificial Intelligence and Its Impact on Communities, kicked off a collaboration between Dream Corps and AI4ALL–a youth education program founded by artificial intelligence pioneer (and Chinese immigrant) Fei-Fei Li. The head of AI for Google Cloud, Li also runs Stanford University's AI Lab and Vision Lab. In 2015, she started an AI summer camp for high school girls at Stanford, which grew into AI4ALL.

While the debate regarding how much screen time is appropriate for children rages on among educators, psychologists, and parents, it's another emerging technology in the form of artificial intelligence and machine learning that is beginning to alter education tools and institutions and changing what the future might look like in education. It is expected that artificial intelligence in U.S. education will grow by 47.5% from 2017-2021 according to the Artificial Intelligence Market in the US Education Sector report. Even though most experts believe the critical presence of teachers is irreplaceable, there will be many changes to a teacher's job and to educational best practices. AI has already been applied to education primarily in some tools that help develop skills and testing systems. As AI educational solutions continue to mature, the hope is that AI can help fill needs gaps in learning and teaching and allow schools and teachers to do more than ever before.

This year has seen, what appears to be, an unusually high level of soothsaying predictions on technological'Revolutions', and how they will affect us all. How the latest technology buzz-word, 'Artificial Intelligence', will replace 50% of our jobs. How the changing work landscape is driven by'Millenials', who not only care for a salary but want access to many other perks believed to be unique to them. The above may or may not be true, but it overlooks some significant demographic changes, both globally and in our backyards. Is AI ready to take over the functions of the human world, implement nuclear armageddon and attempt to wipe out humanity?

Have you wanted to practice your machine learning skills interactively alongside other top engineers? We'll work and learn interactively while working through interesting image classification tasks. We'll start by introducing the problem and a few common strategies such as data generation and augmentation, then students will work in teams to build the best possible machine learning model. At the end, we'll compare some common approaches to machine learning, and the engineers who make the most progress will be awarded a Google Home Mini as a prize. While there are plenty of online resources, we know it's tough to learn a technical topic without support.

The tech giant's internal debates over the issue were revealed in internal emails obtained by publications including the New York Times, showing that one of the company's top minds, Google Cloud head AI scientist Fei-Fei Li, had early on raised alarms about Project Maven. But her motives appeared to be more focused on the potential for negative publicity rather than ethical concerns. Fast Company recently asked Fei-Fei to clarify her views on the controversy but got only a partial answer that didn't seem to bridge the gap between ethical aspiration and business reality. The attitude expressed in the emails seemed particularly disconcerting considering Fei-Fei's longstanding commitment to a human-centered approach to new technologies. Holding a second job as head of Stanford University's AI Lab, Fei-Fei has dedicated years to advancing ethical uses of artificial intelligence.

Two faculty members in Arizona State University's Ira A. Fulton Schools of Engineering have earned the highly competitive and prestigious Faculty Early Career Development (CAREER) Award from the National Science Foundation. Heni Ben Amor and Yezhou Yang, both assistant professors of computer science and engineering studying robotics in the School of Computing, Informatics and Decision Systems Engineering, represent two of ASU's three winners (the third is Nicholas Stephanopoulos, assistant professor in the School of Molecular Sciences). These researchers continue the long history of junior faculty receiving this honor in the Fulton Schools. Over the past five years, 30 Fulton Schools faculty have earned NSF CAREER Awards. "I'm proud we're continuing to attract faculty whose powerful ideas lead to discoveries of foundational value to their fields with potentially transformational breakthrough applications," said Kyle Squires, dean of the Fulton Schools.