Robots: Instructional Materials

Humans Still Wanted Despite Advances In Automation


Mark Cahill, managing director for the ManpowerGroup, UK, commented that companies were deploying a myriad of approaches to upskill their existing workforce and build talent further, with many employers turning to long-term training courses. Online learning management systems are a popular channel for organizations to use, providing mass content which is especially useful for onboarding, compliance and cybersecurity training. Companies need to promote a culture of learning, provide career guidance, and offer short, focused upskilling opportunities. People need to know how to prepare for high growth roles of the future and that their employer supports their learning. As well as providing internal in-person and online training, companies can tap into external resources by partnering with organizations such as schools, universities and industry bodies to build communities of talent." The report also found that demand for IT skills is growing significantly: 16% of employers expect to increase headcount in IT, five times more than those expecting a decrease. The vast majority of employers in the U.S plan to increase or maintain headcount as a result of automation. Upskilling is on the rise, with 76% of companies planning to upskill their workforce by 2020, up from 28% in 2011. In the UK, 95% of employers are planning to increase or maintain headcount as a result of automation, according to the report. The research found that companies that are digitalizing are growing and this growth is producing more and new kinds of jobs. Cahill argued that the narrative around automation and AI "stealing our jobs" couldn't be further from the truth. As robots enter the workforce, they are transforming jobs but equally creating more employment opportunities as well. Every industry needs to accept this revolution is here to stay. Employers need to work out how to manage the shift and get humans to collaborate with machines."

GDS Academy launches new course: Introduction to artificial intelligence in government


Starting in March 2019, the course will take you on a tour of how automation can revolutionise work in government from robotic process automation via machine learning to natural language processing and deep learning, covering ethics in emerging technology and how to get started in your organisation.

Learn Robotic Process Automation with RPA tutorials for beginners


The UiPath Basic Concept Series, the first RPA tutorial for beginners, introduces you to the three main products that make up our RPA platform: UiPath Studio, UiPath Robot, and UiPath Orchestrator. UiPath Studio is an advanced tool that allows users to design automation processes in a visual way through diagrams. UiPath Robot then executes those processes either unattended (without human supervision) or attended (with a human's action triggering the process). This initial tutorial covers the multiple types of workflows and activities available in Studio (sequences, flowcharts, and transactional business processes) to tailor your process to your needs. It also teaches you the basics of recorder functionality, which is often the easiest way to create workflows.

MacBook Air, MacBook Pro, iPad, Beats, Instant Pot, Neato robot vacuum, and more great deals for Jan. 18


It feels like this week wouldn't end, but Friday's finally here. Congrats -- you made it. With the weekend upon us, we've rounded up the best deals from Amazon, Walmart, Best Buy, and Macy's on laptops and accessories, home products like cookware and floor care, and Amazon devices and tablets for video streaming and home security. You can save $110 off a pair of Beats by Dre Studio3 headphones at Best Buy and save $73 off the Instant Pot DUO50 and $20 off the Instant Pot DUO30, both on Amazon. Also, we found deals on Udemy online courses to continue your education into adulthood.

Autonomous Cars: Deep Learning and Computer Vision in Python


The automotive industry is experiencing a paradigm shift from conventional, human-driven vehicles into self-driving, artificial intelligence-powered vehicles. Self-driving vehicles offer a safe, efficient, and cost effective solution that will dramatically redefine the future of human mobility. Self-driving cars are expected to save over half a million lives and generate enormous economic opportunities in excess of $1 trillion dollars by 2035. The automotive industry is on a billion-dollar quest to deploy the most technologically advanced vehicles on the road. As the world advances towards a driverless future, the need for experienced engineers and researchers in this emerging new field has never been more crucial.

The Complete Self-Driving Car Course - Applied Deep Learning


Self-driving cars, have rapidly become one of the most transformative technologies to emerge. Fuelled by Deep Learning algorithms, they are continuously driving our society forward, and creating new opportunities in the mobility sector. Deep Learning jobs command some of the highest salaries in the development world. This is the first, and only course which makes practical use of Deep Learning, and applies it to building a self-driving car, one of the most disruptive technologies in the world today. With over 28000 students, Rayan is a highly rated and experienced instructor who has followed a "learn by doing" style to create this amazing course.

Math for Machine Learning


From self-driving cars and recommender systems to speech and face recognition, machine learning is the way of the future. Would you like to learn the mathematics behind machine learning to enter the exciting fields of data science and artificial intelligence? There aren't many resources out there that give simple detailed examples and that walk you through the topics step by step. This ebook not only explains what kind of math is involved and the confusing notation, it also introduces you directly to the foundational topics in machine learning. This book will get you started in machine learning in a smooth and natural way, preparing you for more advanced topics and dispelling the belief that machine learning is complicated, difficult, and intimidating.

Best pre-Black Friday deals for Nov. 19: Nikon DSLR cameras, iPad, GoPro drones, Roomba, Fire TV Stick 4K


Don't wait until Black Friday to do your shopping when there are a ton of great deals you can take advantage of right now. We've rounded up the best deals on all sorts of cameras, kitchen and home products, and Amazon devices, while we also have deals on dog DNA kits from Embark, CBD oil, and Udemy online courses for web development and social media. You can save $191 on an impressive camera bundle that includes the Nikon D5300 DX-Format Digital 24.2 megapixel SLR camera, AF-P DX 18-55mm VR lens, AF-P NIKKOR 70-300mm ED lens, and a handy carrying bag. This entire bundle is now on sale for $529.99. In addition, you can save $100 on a Canon EOS Rebel T6 dSLR digital camera, EF-S 18-55mm IS II lens, 75-300mm III zoom lens, and a 100ES shoulder bag bundle, which is going for just $399.99.

Stepwise Acquisition of Dialogue Act Through Human-Robot Interaction Artificial Intelligence

A dialogue act (DA) represents the meaning of an utterance at the illocutionary force level (Austin 1962) such as questions, requests, and greetings. Since DAs take charge of the most fundamental part of communication, we believe that the elucidation of DA learning mechanism is important for cognitive science and artificial intelligence. The purpose of this study is to verify that scaffolding takes place when a human teaches a robot, and to let a robot learn to estimate DAs and to make a response based on them step by step utilizing scaffolding provided by a human. To realize that, it is necessary for the robot to detect changes in utterance and rewards given by the partner and continue learning accordingly. Experimental results demonstrated that participants who continued interaction for a sufficiently long time often gave scaffolding for the robot. Although the number of experiments is still insufficient to obtain a definite conclusion, we observed that 1) the robot quickly learned to respond to DAs in most cases if the participants only spoke utterances that match the situation, 2) in the case of participants who builds scaffolding differently from what we assumed, learning did not proceed quickly, and 3) the robot could learn to estimate DAs almost exactly if the participants kept interaction for a sufficiently long time even if the scaffolding was unexpected.

Meet the roboprofessor: Bina48 teaches a philosophy course at West Point military academy

Daily Mail

Your next professor could be a robot. Bina48 became the first robot to co-teach a university class when she helped lead a course at West Point, the U.S. Military academy, according to Axios. The humanoid AI taught two sessions of a philosophy course, with topics ranging from ethics, just war theory and use of artificial intelligence in society, which is pretty meta. Bina48 (pictured) became the first robot to co-teach a university class when she helped lead a course at West Point, the U.S. Military academy. William Barry, who has been using Bina48 to teach for several years, decided to put the robot in front of students in the classroom to see if she could'support a liberal education model.'