Bokeh is a Python interactive visualization library that targets modern web browsers for presentation. Its goal is to provide elegant, concise construction of novel graphics in the style of D3.js, but also deliver this capability with high-performance interactivity over very large or streaming datasets. Bokeh can help anyone who would like to quickly and easily create interactive plots, dashboards, and data applications.

Regardless of size, geography or industry, every organisation requires exceptional talent that is both motivated and focused to deliver on customer promises. Yet, it is getting harder to recruit and retain talented, high performing employees. When considering the costs associated with recruiting and on-boarding new employees, making the wrong decision will result in a massive impact for an organisation. "It costs an organisation 200% of a senior hires' annual salary to on board them, this includes recruitment fees, remuneration, back office administration, training and team time. It's very expensive to replace people," says Jason Davies, Africa Head of Leadership, Learning, Talent and Resourcing at Barclay's Africa Group.

Autonomous cars have been a staple of science fiction for years, appearing in films like I, Robot, Demolition Man and Minority Report. Google is nearing the final stages of testing for its autonomous car programme, Tesla drivers can enjoy an'Autopilot' feature for hassle-free motorway driving, and Pittsburgh residents can hail an Uber that drives itself. But how do driverless cars work? When can we expect to try one out for ourselves? We answer all these questions, and more, below. The tech giant finally acknowledged the truth in rumours that it was building driverless technology in June, when Cook told Bloomberg that it was "a core technology that we view as very important". But he declined to give a steer on how the tech would manifest itself in Apple products. Yesterday he painted a clearer picture of its potential on a conference call following the company's quarterly results.

I attended the first and largest of its kind, UN ITU XPRIZE Artificial Intelligence (AI) for Good Global Summit held 7-9 June 2017 in Geneva touching 300 plus million, influencing 1 billion, and meaningfully impacting 7.2 billion via more than 30 global media, social media, and television crews, including a documentary crew. If you have not done so already you want to get over to the summit website and view the rich collection of content there created by the top leaders and minds in AI, civil society, 21 UN organizations, governments, industry, academia, and media. Just a few of the notable speakers and participants were: Peter Norvig head of research at Google, Peter Lee Corporate Vice President of Microsoft AI and Research, Margaret Chan Director General of the World Health Organization (WHO), Pedro Domingos Professor of Computer Science and Engineering at the University of Washington, Jü rgen Schmidhuber, Scientific Director, Swiss AI Lab, IDSIA; Professor of AI, USI & SUPSI, Switzerland; President of NNAISENSE, Andy Chen Board Chair at IEEE Computer Society, and Vicki Hanson, President of ACM, and Distinguished Professor of Computing at the Rochester Institute of Technology. The Summit sought to speed the development of, and access to, AI solutions to address global challenges ranging from poverty, hunger, health and education to equality and environmental sustainability. In my last article, I challenged everyone including all in the business world to deliberately embrace AI in a way that results in good outcomes.

The sea and ocean environment has long been explored using some of the most sophisticated technology tools. Today's technologies make it child's play to explore natural environments under the sea. The American Goddard Space Flight Center, which belongs to NASA, relies on machine learning to track microscopic algal growth in oceans. The microalgae, which float on the water's surface, are largely responsible for producing oxygen, an element essential for supporting life. Many underwater observations rely on advanced detection technologies.

A new technique using artificial intelligence to predict where deforestation is most likely to occur could help the Democratic Republic of Congo (DRC) preserve its shrinking rainforest and cut carbon emissions, researchers have said. Congo's rainforest, the world's second-largest after the Amazon, is under pressure from farms, mines, logging and infrastructure development, scientists say. Protecting forests is widely seen as one of the cheapest and most effective ways to reduce the emissions driving global warming. But conservation efforts in DRC have suffered from a lack of precise data on which areas of the country's vast territory are most at risk of losing their pristine vegetation, said Thomas Maschler, a researcher at the World Resources Institute (WRI). "We don't have fine-grain information on what is actually happening on the ground," he told the Thomson Reuters Foundation.

The mystery behind the disappearance of Malaysia Airline Flight MH370 continues with no closure for the families of 239 people who were on board the jet. On Monday, Malaysia Airline's CEO Peter Bellew told The Australian newspaper that advances in science and technology, including artificial intelligence, can help pinpoint the resting place of the missing jet. The Boeing 777-200 went missing March 8, 2014, while on its way from Kuala Lumpur to Beijing. After over three years of search in a remote part of the southern Indian Ocean where the plane was believed to have crashed, no concrete clues as to what happened to the jet have been yielded. The multimillion-dollar hunt for MH370 was suspended this year after search vessels failed to find it.

A United States drone strike in Somalia killed one al-Shabab militant Saturday, U.S. military officials announced on Monday. The Department of Defense conducted the strike in southern Somalia in coordination with regional partners, and no civilian casualties were reported, officials said. "Al-Shabab has pledged allegiance to Al Qaeda and is dedicated to providing safe haven for terrorist attacks throughout the world. Al-Shabab has publicly committed to planning and conducting attacks against the U.S. and our allies," U.S. Africa Command said in statement to Fox News. A firefighter tries to extinguish fire after an attack on a restaurant by the militant group al Shabaab.

The Somalia-based al-Shabab earlier this month mocked Trump for the first time in a video that called him a "brainless billionaire." The extremist group also has vowed to step up attacks in Somalia after the president elected in February declared a new offensive against al-Shabab, which continues to carry out deadly attacks in the capital, Mogadishu.

NEW DELHI: Accenture today said it has developed an artificial intelligence powered solution to help visually impaired people improve the way they experience the world around them and enhance their productivity in the workplace. The solution, called Drishti, was developed as a part of Accenture's focus on Tech4Good, which aims to apply technology to improve the way the world lives and works by solving complex social challenges, a company release said. Accenture, plans to introduce Drishti to more than 100 visually impaired employees in India. The solution is currently being piloted at Accenture in South Africa, and a Spanish language version is being tested with Accenture employees in Argentina. Drishti, which means'vision' in Sanskrit, provides smart phone-based assistance using AI technologies such as image recognition, natural language processing and natural language generation capabilities to describe the environment of a visually impaired person.