Top 15 Deep Learning Applications In 2020 | Deep Learning - Robots.net

Machine learning applications have gained popularity over the years and now, incorporated with advanced algorithms has been introduced, deep learning applications, as Robots.net reports. 

Photo: Gerd Altmann on Pixabay

It may have evolved quickly but deep learning applications have been getting more attention compared to other machine learning applications. But what sets it apart from a machine learning application?

What Is Deep Learning? 
Deep learning is an artificial intelligence that mimics the workings of a human brain in processing different data, creating patterns and interpreting information that is used for decision making. It is a subfield of machine learning in artificial intelligence. Its networks has the capability to learn, supervised or unsupervised, from data that is either structured or labelled...

Types Of Deep Learning

There are two types of deep learning, supervised and unsupervised. Supervised learning is when you give an AI a set of input and tell it the expected results. Basically, if the output generated is wrong, it will readjust its calculation and will be done repeatedly over the data set until it makes no more mistakes. Unsupervised learning is the process of machine learning using data sets with no structure specified.

Applications of deep learning have been applied to several fields including speech recognition, social network filtering, audio recognition, natural language processing, machine translation, bioinformatics, computer design, computer vision, drug design, medical image analysis, board games programs and material inspection where they need to produce results that are comparable to or superior to human experts.

Let’s go over more details on applications of deep learning and what can deep learning do.

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Source: Robots.net

Paging Dr. Robot: Artificial intelligence moves into care | Artificial intelligence - Missouri Lawyers Media

The next time you get sick, your care may involve a form of the technology people use to navigate road trips or pick the right vacuum cleaner online by Associated Press.

In this file photo from May 2, 2019, Cadet Cheyenne Quilter works with a virtual reality character named “Ellie” at the U.S. Military Academy at West Point, N.Y. Artificial intelligence is spreading into health care, often as software or a computer program capable of learning from large amounts of data and making predictions to guide care or help patients.
Photo: AP Photo by Seth Wenig

Artificial intelligence is spreading into health care, often as software or a computer program capable of learning from large amounts of data and making predictions to guide care or help patients.

It already detects an eye disease tied to diabetes and does other behind-the-scenes work like helping doctors interpret MRI scans and other imaging tests for some forms of cancer.

Now, parts of the health system are starting to use it directly with patients. During some clinic and telemedicine appointments, AI-powered software asks patients initial questions about their symptoms that physicians or nurses normally pose.
And an AI program featuring a talking image of the Greek philosopher Aristotle is starting to help University of Southern California students cope with stress...

The team that developed Ellie also has put together a newer AI-based program to help students manage stress and stay healthy.

Ask Ari is making its debut at USC this semester to give students easy access to advice on dealing with loneliness, getting better sleep or handling other complications that crop up in college life.
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Source: Missouri Lawyers Media

Why Alan Turing Will Appear on UK Currency | International Monetary Fund

Finance & Development, December 2019, Vol. 56, No. 4 PDF version.

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Mathematician and computer science pioneer Alan Turing will appear on UK currency by Melinda Weir, Staff Assistent at International Monetary Fund.

Photo: BANK OF ENGLAND

One Monday last July, Bank of England Governor Mark Carney strode onto the stage at the Science and Industry Museum in Manchester to reveal the next face of the United Kingdom’s £50 note, one that the bank had earmarked for science.

The honor, he announced, would go to Alan Turing (1912–54)—mathematician, World War II code breaker, and father of computer science.

Turing was a visionary as well as a revolutionary, in Carney’s words, and an outstanding mathematician whose work has had a considerable impact on how we live today.
Turing’s seminal 1936 paper “On Computable Numbers” imagined the very concept of modern computing. His code-breaking machine is credited with shortening World War II. And his revolutionary postwar work helped create the world’s first commercial computers and articulated philosophical and logical foundations for artificial intelligence...

A photo of Turing, along with a composite image representing some of his groundbreaking ideas and inventions, will appear on the reverse side of the new £50 notes, scheduled to be issued in late 2021.

Last redesigned in 2011, the £50 bill will be printed on polymer for the first time: it’s much harder to counterfeit and more resilient and has a lower carbon footprint than paper, according to John. (The £5 and £10 notes have already come out on polymer, with the polymer £20 set to be issued in 2020.) 
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Source: International Monetary Fund

Big data, big deal: what a career in data science really takes | Monash University - The New Daily

When we talk about big data we picture the giant tech companies: Facebook, Amazon, Google by Monash University.

Photo: Screenshot from Monash University's Video

But skills in statistics, business analytics and data science are increasingly sought-after across a range of organisations and industries you may not have thought of, such as retail, healthcare, the environmental sector and not-for-profits...

Professor Rob J. Hyndman, an internationally known statistician at Monash Business School, uses the power of large data sets to address forecast demand for electricity and estimate expenditure on Australia’s Pharmaceutical Benefits Scheme, among other research topics...

Professor Dianne Cook, one of the world’s top statisticians and the third woman globally to be elected to the R Foundation, a body which supports the open source programming language ‘R’, is Course Director and one of the lead course developers

“The Master of Business Analytics is developed to train the next generation of data scientists. There are a lot of new and exciting job prospects in this field,” says Professor Cook...

Ready to transform the world of business through data?

Find out more about Monash Business School’s Master of Business Analytics.
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Source: The New Daily

Queens Community House launches family literacy initiative | Politics - ValueWalk

Queens Community House (QCH) is a multi-service settlement house serving more than 25,000 children, youth, adults and older adults every year. Our mission is to provide individuals and families with the tools to enrich their lives and build healthy, inclusive communities. Through a broad network of programs operating out of 32 sites in 14 neighborhoods, we offer Queens residents a needed support system at every stage of life, helping them to develop the knowledge, confidence and skills to change their lives for the better and become active participants in their larger community.

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Anna Peel, professional writer reports, Queens Community House Chief Strategies Officer, Dennis Redmond, illustrates the series of events that made it possible for us to provide critically-needed family literacy initiatives to thousands of Queens families. A warm and inspiring story, just in time for the holidays.

Queens settlement house launches family literacy initiative thanks to a local volunteer, a U.S. Treasury Secretary, and a private equity firm
Photo: smpratt90 / Pixabay

Almost 20 years ago, Rebecca Lew came into Queens Community House (QCH) to take a free computer class. Rebecca came to QCH because learning to use computers had been hard for her and, although middle-aged, she wanted “to keep up with the times.” I taught that computer class, and very much enjoyed getting to know her. Her self-deprecating sense of humor, her kindness, and her openness to learning charmed me and many others in our class. Once the course had ended, Rebecca returned as a volunteer assistant for the next cohort. She openly laughed about her own very-real struggle with computers, which helped to relieve the anxiety of the incoming students. 

Over the years, Rebecca and I would occasionally bump into each other around the neighborhood and catch up. She still grappled with computers, she would tell me, but was undeterred and continued to take classes.  
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Source: ValueWalk

Prioritizing STEM and coding won’t fill one of the biggest gaps in education | Engineering The Future - Quartz

...one question is often on my mind, says Tara Chklovski, founder and CEO.

Teaching our kids STEM and coding won’t prepare them for the future.

Like a lot of working parents, when I’m walking my daughters to school or listening to them recount their days at the dinner table, one question is often on my mind:

What should I be doing to prepare them for the world they’ll enter as adults?...

The response from schools so far has been to promote STEM—Science, Technology, Engineering, and Math—education and to teach students to code. But will these skills really equip our kids to find success in the future world of work?...

I’m inspired by computer scientist Seymour Papert’s belief that it’s possible to leapfrog traditional learning pathways using technology. Almost 40 years ago, Papert predicted that children could develop programming skills, such as debugging, even earlier than literacy skills, through his example of a three-year-old who couldn’t read but could verbally and logically query a computer program to learn about bears.

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Source: Quartz

A New Book Explores the Connection Between Movement and Music | Off the Shelf - Columbia University

Why do we tap our feet or dance in time to the beat? by Eve Glasberg, Senior Public Affairs Officer at Columbia University. 

Professor Mariusz Kozak says that one of the most basic functions of music is to provide a sonic template for the enactment of bodily movements and associated emotional states.

In a discussion with Columbia News, Mariusz Kozak, a professor in the music department, sheds some light on how his academic research is enriched by his teaching and how living in New York affects his work. He also reveals why we move when we hear music, which he explores in his new book, Enacting Musical Time: The Bodily Experience of New Music.
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Recommended Reading

Enacting Musical Time:
The Bodily Experience of New Music
(Oxford Studies in Music Theory)

Source: Columbia University

58 New Skills You Can Now Learn on LinkedIn Learning | New Courses - The Learning Blog

Zoë Kelsey, Learning Supporter at Linked reports, Gratitude is a gift that keeps on giving. 

Photo:  Learning Blog - LinkedIn Learning

By expressing gratitude in the workplace you can increase trust and engagement, while also improving mental and physical health. How can you spread gratitude this holiday season? Watch a course and share a course. 

Each week, we add to our 15,000+ course library. This past week we added 58 courses. Whether you, a friend, or colleague is looking to stay up to date on these latest trends, learning how to humbly inquire, or learn Revit, we’ve got you covered. Check out one of the 58 new courses this week.

The new courses now available on LinkedIn Learning are:
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Source: The Learning Blog

Thomas Kuhn and the paradigm shift – Philosopher of the Month - November | Arts & Humanities - Oxford University Press

Thomas S. Kuhn (1922–1996) was an American historian and philosopher of science best-known for his book, The Structure of Scientific Revolutions (1962), which influenced social sciences and theories of knowledge. He is widely considered one of the most influential philosophers of the twentieth century by OUP Philosophy.

Photo: “Pink and purple plasma ball” by Hal Gatewood via Unsplash.

Kuhn was born in in Cincinnati, Ohio, the son of Samuel Lewis Kuhn, an industrial engineer, and Minette Stroock Kuhn. He obtained his Bachelor of Science, Master of Science, and PhD in physics from Harvard University. While completing his PhD, he worked as a teaching assistant for Harvard President James B. Conant, who designed and taught the general education history of science courses. This experience allowed Kuhn to switch from physics to the study of the history and philosophy of science. From 1948 until 1956, Kuhn taught a course in the history of science at Harvard. Subsequently he taught at the University of California at Berkeley, then at Princeton University, and finally at MIT (Massachusetts Institute of Technology) where from 1982 until the end of his academic career in 1991 he was the Laurance S. Rockefeller Professor of Philosophy and History of Science.
 
In The Structure of Scientific Revolutions Kuhn challenged the prevailing philosophical views of the logical empiricists about the development of scientific knowledge and introduced the notion of the scientific paradigm. He argued that science does not progress in a linear and consistent fashion via an accumulation of knowledge, but proceeds within a scientific paradigm – a set of fundamental theoretical assumptions that guides the direction of inquiry, determines the standard of truth and defines a scientific discipline at any particular period of time. He used the term “normal science” to describe scientific research that operates in accordance with the dominant paradigm...

The Structure of Scientific Revolutions became an influential and widely read book of the 1960s and sold more than a million copies. It had a profound impact on the history and philosophy of science (and also brought the term “paradigm shift” into common use). It was also controversial since Kuhn challenged the accepted theories of science of the time.
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Source: Oxford University Press 

8 Local and Independent Book Shops You Need to Visit in Hawaii | Shopping - Hawaiimagazine.com

Photo: Catherine Toth Fox

Catherine Toth Fox, Editor at Hawaii Magazine inform, You don’t have to be a bookworm to appreciate these locally owned treasures.

Talk Story Bookstore in Hanepepe, Kauai is one of several beloved locally owned, independent book shops in the Islands.
Photo: Mry Roe

It doesn’t matter where I’m visiting—Kenosha, Wisconsin or Kyoto, Japan—I seek out independent bookstores. I love browsing the shelves, running my fingers along tattered spines or finding something unexpected in the not-always-organized rows of books. And you can learn a lot about the place you’re visiting from these locally own shops, too, which often showcase staff picks and boast curated sections of local books. 

So next time you’re in the Islands, check out one of these indie bookstores—and find that book you’ll get lost in while lounging on the nearest beach.
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Source: Hawaiimagazine.com