Our Intelligent-Algorithm is based on the preponderance of progressive and perpetual observation of life signs, presence and multiple physical and biometric digital native attributes of a human subject with time and place references as dynamic components to enroll an unknown and authenticate a known person. Scanning sequences of sensors logical relevance of interaction and relationships between readings, timing and variances as well as soft variables are controlled and processed emulating intuitive human face to face recognition.

You will learn the main data structure in R, Managing Data with R, Exploring and Understanding Data in R (exploring numeric variable, categorical variable and relationship between variables). Moreover, audience learn how to use some of the main packages in R. You will learn different types of machine learning algorithms and how they work and how they can solve different type of real life problems. At the end of this module you will able to choose right algorithm for right problem.

The White House has issued a sequel to its October report on how the U.S. should approach artificial intelligence and its effects on various groups and institutions. Today's report focuses on the potential economic effects of AI, and while it's far from a dark outlook, it does warn that with improper handling, automation could drive further inequality in this already deeply divided country. "You look at the last couple decades, we have seen an increase in inequality," said Jason Furman, Chairman of the Council of Economic Advisers, on a press call discussing the paper. "In part that increase has been because of a technological fact: that technological innovation, more recently, has helped complement people with higher skills. So we now have a few decades of experience with technology helping to contribute to inequality."

This has been the year of the chatbot. Siri opened up to developers recently. The Facebook Messenger bots arrived. The Slack App Store continues to evolve quickly with hundreds of bots. Chatbots have been in many ways disappointing to me, but they are an important step in the evolution of conversational technology.

A couple of weeks ago, I polled the business community for their top technology predictions for 2017 and within a couple hours, I had a few hundred emails in my inbox with some really great insights. Fascinatingly enough, the vast majority of these responses had something to do with the rise of Artificial Intelligence in our everyday business lives. Yes, it appears that the robots are taking over, which seems like a scary thought. The mere mention of AI still conjures images of Will Smith in I, Robot, which totally does not bode well for humans... Some folks are also becoming overwhelmed with the thought of AI being implemented into business and are afraid of not being technologically savvy enough to keep up. So what does the future look like with human beings working alongside artificial intelligence beings?

Sparks of electricity emanating from a Tesla coil at the Mendeleyevskaya metro station in Moscow, Russia, January 24, 2016. Editor's Note: This is an excerpt from John Wasik's new book, "Lightning Strikes: Timeless Lessons in Creativity from the Life and Work of Nikola Tesla" (Sterling, 2016), slightly edited for this column. World-changing inventions made Nikola Tesla a celebrity in his own time, but something otherworldly makes him transcend his era and remain a perpetual beacon for our civilization 70 years after his death. He's now an immortal rock star, an icon for billionaires, cyberpunks, artists and "maker" inventors who are still fiddling with everyday machines in their basements and garages. Search engine designers, energy czars, musicians, artists and creators everywhere feel his influence.

Machines have long been great at quickly scanning and organizing immense pools of information. So where better to put them to use than in the hiring process, where both companies and employees depend on a good fit? Here's how artificial intelligence is changing the way companies hire and workers look for jobs. When workers used to search for and apply to jobs through their local newspapers, employers would end up with a manageable stack of candidates to review. All of that changed in 1999, when the online jobs board Monster.com was founded.

Mark Zuckerberg has a new housemate: Jarvis, an artificial intelligence assistant he created this year that can control appliances, play music, recognize faces and, perhaps most impressively, entertain his toddler. The Facebook founder spent 100 hours putting together the virtual assistant -- named after the artificial intelligence system in "Iron Man" -- which understands spoken commands as well as text messages, he wrote in a 3,000-word Facebook post Monday. The virtual assistant texts Zuckerberg images of visitors who stop by during the day and opens the front door for those it recognizes. It can also tell when Zuckerberg's 1-year-old daughter, Max, wakes up "so it can start playing music or a Mandarin lesson," he wrote. In a tongue-in-cheek video he posted Tuesday on Facebook, Zuckerberg offers an example of Jarvis at work: "Max woke up a few minutes ago. I'm entertaining her," the virtual assistant (voiced by Morgan Freeman) tells Zuckerberg, before turning his attention to the toddler.

India is home to the world's largest population of blind people and not nearly enough optometrists to provide the care the country needs. But recently, some doctors there have been receiving help in the fight against eye disease from an unexpected source. As Mashable reports, machine learning is being used to better understand the spread of blindness and predict the success rates of eye surgeries. The initiative is part of a collaboration between Microsoft and the Indian not-for-profit LV Prasad Eye Institute (LVPEI). At the center of the project are their Azure machine learning and Power BI services: After analyzing the anonymous records of 1.1 million people, the AI system can trace patterns of eye disease.

When Mark Zuckerberg wants an AI assistant, he recruits the "Voice of God." The Facebook (FB, Tech30) CEO and cofounder posted a video teasing an artificial intelligence application on Tuesday that he built for his home, voiced by none other than actor Morgan Freeman. In October, Zuckerberg asked his followers for suggestions to be the voice for Jarvis, his AI tool inspired by Iron Man. Freeman was a top pick. Zuckerberg personally called Freeman to ask him to do it.