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Excel Analytics: Linear #Regression Analysis in MS Excel #Udemy ($29.99 to Free) #machinelearning

#artificialintelligence

You're looking for a complete Linear Regression course that teaches you everything you need to create a Linear Regression model in Excel, right? You've found the right Linear Regression course! After completing this course you will be able to: ยท Identify the business problem which can be solved using linear regression technique of Machine Learning. A Verifiable Certificate of Completion is presented to all students who undertake this Machine learning basics course. If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you the most popular technique of machine learning, which is Linear Regression Why should you choose this course?


MIT report examines how to make technology work for society

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Automation is not likely to eliminate millions of jobs any time soon -- but the U.S. still needs vastly improved policies if Americans are to build better careers and share prosperity as technological changes occur, according to a new MIT report about the workplace. The report, which represents the initial findings of MIT's Task Force on the Work of the Future, punctures some conventional wisdom and builds a nuanced picture of the evolution of technology and jobs, the subject of much fraught public discussion. The likelihood of robots, automation, and artificial intelligence (AI) wiping out huge sectors of the workforce in the near future is exaggerated, the task force concludes -- but there is reason for concern about the impact of new technology on the labor market. In recent decades, technology has contributed to the polarization of employment, disproportionately helping high-skilled professionals while reducing opportunities for many other workers, and new technologies could exacerbate this trend. Moreover, the report emphasizes, at a time of historic income inequality, a critical challenge is not necessarily a lack of jobs, but the low quality of many jobs and the resulting lack of viable careers for many people, particularly workers without college degrees.


College Students Use Artificial Intelligence-Powered Note Taker

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Tens of thousands of students at universities across the country are using Otter.ai to stay on top of classes, reading lists, group assignments, research interviews, and exam preparation. A dozen students will be profiled on Otter's blog over the coming months, and their insights have been compiled into a helpful article by college student Sydney Kuntz of American University. "Otter is more than speech recognition. It is a new medium which captures what is said in a form that can be reviewed, freeing students to ask questions, develop ideas and participate in discussions," said Sydney Kuntz, Otter user and journalism student at American University. "Using Otter, I can record directly or upload audio/video files to transcribe. I can also add photos of whiteboards or slides from class presentations, during or after recording. And with features like keywords and highlighting, even hour-long lectures are very easy to navigate and search."


'Tech for Good': Using technology to smooth disruption and improve well-being

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The development and adoption of advanced technologies including smart automation and artificial intelligence has the potential not only to raise productivity and GDP growth but also to improve well-being more broadly, including through healthier life and longevity and more leisure. Alongside such benefits, these technologies also have the potential to reduce disruption and the potentially destabilizing effects on society arising from their adoption. Tech for Good: Smoothing disruption, improving well-being (PDFโ€“1MB) examines the factors that can help society achieve such benefits and makes a first attempt to calculate the impact of technology adoption on welfare growth beyond GDP. Our modeling suggests that good outcomes for the economy overall and for individual well-being come about when technology adoption is focused on innovation-led growth rather than purely on labor reduction and cost savings through automation. This needs to be accompanied by proactive transition management that increases labor market fluidity and equips workers with new skills. Technology for centuries has both excited the human imagination and prompted fears about its effects. Today's technology cycle is no different, provoking a broad spectrum of hopes and fears. Opinion surveys suggest people tend to have a nuanced view of technology but nonetheless worry about the risks: while generally positive about longer-term benefits, especially for health, many are also concerned about the negative impact on their lives, in particular in the areas of job security, material living standards, safety, and trust.


Robots turn teachers in Bengaluru school, thanks to AI

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Bengaluru: Disruptive technologies and Artificial Intelligence (AI) are making their way into classrooms as humanoid robots to teach students and interact with them as teachers do, at a school in Bengaluru. "Our robots impart lessons daily in five subjects to about 300 students in Classes 7-9 in four sections by turns. They also interact with them and respond to questions in the subjects," Indus International School's chief design officer, Vignesh Rao, told IANS here. Though the 5 foot 7 inch robots, dressed in formal female attire, do not replace real teachers, they complement them in teaching lessons in the subjects and reply to FAQs (frequently asked questions) from students. "We have programmed the interactive robots to answer questions students frequently ask on the subjects and related to them. With AI in play, the robots are able to respond to questions and doubts of our wards after a lesson is taught," said Rao.


It's Time for a C-Level Role Dedicated to Reskilling Workers

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Although corporate leaders have talked about skills gaps for years, the spread of automation and artificial intelligence is prompting some of the biggest companies -- including Amazon, JPMorgan Chase, SAP, Walmart, and AT&T, to name just a few -- to take action, not with small pilots but with comprehensive plans to retrain large segments of their workforces. These programs signal that the "future of work" is no longer an event on the distant horizon. Our latest research finds that the occupational mix of the economy is already shifting in ways that will accelerate over the next decade. Although we estimate that only 5% of all occupations can be fully automated, the activities in nearly all jobs will evolve. As intelligent machines take over many physical, repetitive, or basic cognitive tasks, the work that remains will involve both more technical and digital skills and more personal interaction, creativity, and judgment.


Microsoft's AI bot is beating top mahjong players

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Artificial intelligence has thrashed humans at chess. Now the bots are gunning for mahjong. An AI-powered program developed by Microsoft Corp. has surpassed the average level of the top players in a recent competition in Japan, Harry Shum, executive vice-president of the company's artificial intelligence and research group, said in Shanghai on Thursday. "To those friends who usually lose money in mahjong, this is good news to you," Shum said to laughter at the World AI Conference. "The bot player developed by Microsoft can deal with high uncertainty, presenting instincts akin to human, projection and deduction capabilities as well as a sense of overall consciousness."


Reskilling Your Employees for Their AI Promotion

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Emily He, senior vice president, Oracle HCM Cloud shares her thoughts on reskilling employees for their AI promotion. It's easy to be impressed by artificial intelligence's significant role in simplifying and streamlining work. It's the same reason many are afraid of AI: Will it lead to fewer jobs and human interaction? These fears are pervasive, but the reality is that when harnessed appropriately, AI does the exact opposite and (as counterintuitive as it may sound) can actually make work more human. Yes, artificially intelligent solutions can automate mundane tasks, save time and resources, and cut costs.


Artificial Intelligence, Youth Media, and the Future of Education

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About a month ago in Pittsburgh, we brought together a group of educators, students, and technology users to ponder some big unwieldy questions about the intersection of education, artificial intelligence, and youth media. But instead of having attendees passively ingest ideas from a speaker on stage, the event started by giving every guest a chance to pause, think, and respond to a series of questions. How often do we draw the line between what we can do with tech to what we should do with it? I see a lot of focus on the "risk" of online spaces. When profit is the motivation of AI systems, there is always an overlooking of what people actually need and/or want.


How artificial intelligence and virtual reality are changing higher ed instruction

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Technologies such as artificial intelligence (AI) and virtual reality (VR) are rapidly expanding opportunities for teaching and learning, and they are giving college administrators new and different ways to track student outcomes. To learn more about the impact of these technologies, we attended a handful of panels on the topic led by higher education and technology leaders at Educause's annual conference in Denver this week. From teaching with VR to tracking student success with AI, we explore how colleges and universities are using new technologies to conduct research, teach students and create smarter campuses. Virtual and augmented reality tools can provide students with experiences that would be otherwise too expensive or even impossible to replicate in the real world, from exploring the inside of a cell to traversing faraway planets, said D. Christopher Brooks, director of research at the Educause Center for Analysis and Research. At Hamilton College, for example, these tools are changing the way the 1,850-student liberal arts institution teaches human anatomy.