Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them.

MOSCOW (AP) - Russian President Vladimir Putin says that whoever reaches a breakthrough in developing artificial intelligence will come to dominate the world. Putin, speaking Friday at a meeting with students, said the development of AI raises "colossal opportunities and threats that are difficult to predict now." He warned that "the one who becomes the leader in this sphere will be the ruler of the world." Putin warned that "it would be strongly undesirable if someone wins a monopolist position" and promised that Russia would be ready to share its know-how in artificial intelligence with other nations. The Russian leader predicted that future wars will be fought by drones, and "when one party's drones are destroyed by drones of another, it will have no other choice but to surrender."

Russian President Vladimir Putin speaks at a meeting with students in Yaroslavl, Russia, Friday, Sept. 1, 2017. Putin said that whoever reaches a breakthrough in developing artificial intelligence will come to dominate the world. Putin, speaking Friday at a meeting with students, said the development of AI raises "colossal opportunities and threats that are difficult to predict now." Russian President Vladimir Putin speaks at a meeting with students in Yaroslavl, Russia, Friday, Sept. 1, 2017.

Whether you're interested in cognitive computing, artificial intelligence or machine learning, you probably know that the fourth industrial revolution is well underway and accelerating rapidly. The speed of change presents a challenge to developers who want to stay abreast of the latest ideas and approaches. Conferences, workshops and other meetings provide opportunities to learn where the jobs and technology is headed and a chance to learn and practice the skills necessary to keep up. Why you should attend: AI engineers, practitioners, researchers and scientists will discuss the latest developments in the field, while tutorials and workshops will give attendees a chance to hone their skills. Speakers will be drawn from a wide variety of sectors, including Microsoft, MIT, the National Science Foundation and NASA Ames Research Center.

While Microsoft and Google preach how society can be enhanced through artificial intelligence, not everyone is thinking about making the world a better place through Paxos algorithms for consensus protocols. Russian president Vladimir Putin spoke about the potential power of artificial intelligence to students on Friday, saying "the one who becomes the leader in this sphere will be the ruler of the world," according to Associated Press. He then said "it would be strongly undesirable if someone wins a monopolist position," indicating that Russia would cooperate with other countries in the development of AI. While Russia is seen as skilled in technological propaganda, it has little presence in mainstream AI research. Putin also envisioned a future for war where drones, ostensibly controlled by artificial intelligence, would fight proxy wars between countries.

It used to be that the term "automation" meant robotic arms in factories doing repetitive tasks -- fastening one part to another, drilling a screw, folding a piece of material. These days, the word means a lot more. AI means automation beyond the physical. It means automation of the tasks that previously took a living brain to complete -- things like conversation, data analysis, even driving. And ultimately, AI isn't anything new; computer scientists have been discussing and building it for decades now.

The technology entrepreneur Elon Musk recently urged the nation's governors to regulate artificial intelligence "before it's too late." Mr. Musk insists that artificial intelligence represents an "existential threat to humanity," an alarmist view that confuses A.I. science with science fiction. Nevertheless, even A.I. researchers like me recognize that there are valid concerns about its impact on weapons, jobs and privacy. It's natural to ask whether we should develop A.I. at all. I believe the answer is yes.

Dmytro Zinkevych / DreamstimeEach month, there seems to be some new hysteria-inducing headline or movie about how artificial intelligence (AI) is going to steal our jobs, break our hearts, or just outright kill us all. This is not merely a Luddite problem. No less a technophile than Elon Musk routinely invokes fear and loathing of AI, comparing it to an evil demon that must be exorcised through the force of the state. With all of this anti-AI prejudice going around, it's up to libertarians and technologists to stand up to lawmakers and academics who want to clamp down on these technologies. People are usually afraid of new things.

It is Saturday, Sept. 2. Here's what you don't want to miss this weekend: Democratic civil war: At a time when the Democratic base is more restive than it has been in decades, Sen. Dianne Feinstein ignited a firestorm earlier this week when she refused to back the impeachment of President Trump and instead called for "patience" over his presidency. Her statements could become an albatross because of the state's shifting demographics and political leanings, as the 84-year-old decides whether to seek a sixth term. New mission: After six months in an immigrant detention facility, the taquero whose daughter recorded his arrest as he took her to school has walked out as an activist. L.A.'s identity: So much of Los Angeles' dark pop culture identity was formed by the classic sci-fi movie "Blade Runner." The director of the reboot says his movie will be distinct from the original.

As Artificial Intelligence (AI) is coming into its own, it is creating a significant impact in our everyday lives. The use of AI in self-driving cars, industrial mechanics, space exploration and robotics are some of the examples that show how it is paving its path into the future. But the technology has also found its way into the defense industry leading to a worrisome increase in the manufacture of autonomous weapons. The so-called "thinking weapons" were described by the Air Force Gen. Paul Selva, Vice Chairman of the Joint Chiefs of Staff, in a 2016 presentation at the Center for Strategic and International Studies in the U.S. State Department of Defense. But robotic systems to do lethal harm… a Terminator without a conscience," he said while referring to the 1984 cult science fiction film starring Arnold Schwarzenegger, "Terminator." A huge question mark hangs over the future of AI in warfare. The term "Terminator Conundrum" has been used over the years by scientists and military ...