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COVID-related hospitalizations are rising in S.F. Data from UCSF sheds light on how many are for COVID or with COVID – San Francisco Chronicle

COVID-19-related hospitalizations in San Francisco have reached an all-time high. On Tuesday, the city reported 262 COVID-positive patients, three more than the maximum reached during last winters surge. Since then, hospitalizations have continued to rise. By Thursday, there were 274 COVID-related hospitalizations in the city, according to data from the California Department of Public Health.

Along with this surge, an important distinction has become key to understanding COVID-related hospitalizations: Are patients being admitted for COVID or with COVID?

According to data from the UCSF, as of last Wednesday, about 60% of COVID-positive patients across its hospitals were admitted primarily for the virus. The remaining roughly 40% were so-called with-COVID hospitalizations patients admitted for non-COVID ailments but incidentally tested positive for the virus.

While UCSFs for-COVID hospitalizations are closing in on their peak, they remain below what they were last winter. On the other hand, incidental cases are at an all-time high. Before omicron, fewer than 15 daily hospitalizations were categorized as incidental. But so far this month, the health system has averaged almost 40 daily incidental hospitalizations and recorded the highest yet of 51 last Wednesday.

Though the distinction between for-COVID and with-COVID patients only recently became central to understanding COVID trends, UCSF has always been tracking this data, said Rhiannon Croci, a UCSF clinical informatics specialist. But it wasnt until this recent surge of incidental cases that UCSF began reporting on these metrics.

Delineating between the two types of hospitalizations was not particularly valuable during previous surges, when 85-90% of their patients were hospitalized primarily for COVID, said Croci.

Compared to previous stages of the pandemic, primary-COVID patients are less likely to require critical care. During the delta surge last summer, around 40% to 50% of for-COVID hospitalizations at UCSF were in the ICU, but so far this month, that share has stayed below 25%.

The small number of people in the ICU is likely the result of vaccines and boosters. Data from earlier in the month shows that though around 20 people with up-to-date vaccines were in the hospital for COVID, very few ended up in the ICU.

Other health systems and government officials also publish data on incidental COVID hospitalizations. But while most places use patients diagnoses as the primary criterion for determining these cases, UCSF considers another key variable: whether patients receive a 5-day course of remdesivir, an antiviral drug used to treat moderate-to-severe COVID infections.

According to an in-depth analysis conducted by a team of UCSF data scientists, using just the admit diagnosis excluded many patients which, after manual review, were clearly suffering from moderate-to-severe COVID. By incorporating the medication into their definition, the percentage of for-COVID hospitalizations increased from about 50% to roughly two thirds. The share of incidental cases decreased from about 50% to roughly a third, which reflected what they were anecdotally experiencing in the hospital.

Parallel trends were observed at the UC San Diego health system, which uses a similar schema to identify for-COVID hospitalizations. According to Brian Clay who is a chief medical information officer at UCSD, previous waves had between 20% to 25% of incidental cases, but starting in December, that share increased to about 35%. In the past week, hes seen the number rise closer to 50%.

Incidental cases, though less severe, can still have large implications for hospitals. Because these patients can transmit the virus, resource-intensive isolation procedures are still necessary. And for patients, though their COVID infections may be milder, other ailments may be worsened by the virus, still putting them in critical care.

Sara Murray, an associate chief medical information officer and director of the health informatics data science and innovation team at UCSF, believes its important to get an accurate count of which hospitalizations are incidental versus primarily for COVID. Without it, hospitals are unable to decide on system-wide policies, which, at health systems as large as UCSF and UCSD, affect tens of thousands of people.

And as more health systems across the country publish data on incidental cases, having a standard definition is increasingly important, says Murray.

We all need to speak the same language on this, and then we can really understand where we are headed in this pandemic, wrote Murray, calling for the Centers for Disease Control and Prevention to create a standard definition.

Nami Sumida is a San Francisco Chronicle data visualization developer. Email: nami.sumida@sfchronicle.com Twitter: @namisumida

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COVID-related hospitalizations are rising in S.F. Data from UCSF sheds light on how many are for COVID or with COVID - San Francisco Chronicle

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New year, new skills: Transform your career with upGrad – CNA

Cognisant of this trajectory, Temasek-backed edtech platform upGrad is poised to enrich professionals looking to fast-track their careers in an evolving job market through the acquisition of relevant skills.

Mr Liviu Nedef, upGrads vice president and head of marketing, Asia Pacific, said that todays dynamic economic environment has led to a need for working professionals to develop new skills in order to access roles in the tech, data and digital domains.

Some of upGrads most popular courses are those in innovative technologies such as data science and AI, both of which are critical to Southeast Asias economic transformation. Industries as diverse as entertainment, education, banking and manufacturing are tapping the power of data science to drive growth, while the use of AI has been ramping up throughout the region.

According to Mr Nedef, data science-related career pathways have become very popular in the last five years. Data has become the fuel that powers all types of businesses across industries, helping organisations better understand their customers, facilitating decision-making throughout companies and driving business strategy forward. Data science enables companies to efficiently generate and leverage data from multiple sources to derive valuable insights that inform the next set of management actions, he explained.

For professionals who want to learn new data analytics skills and lay a solid foundation for their career, upGrad offers a comprehensive nine-month fully online Professional Certificate in Data Science and Business Analytics from University of Maryland, a top 100 global university; and a six-month online Data Analytics Certificate from Caltech, a renowned university ranked sixth in the QS Global World Rankings 2022.

Those who wish to deepen their experience and knowledge in data science may benefit from pursuing the 18-month fully online Master of Science in Data Science from Liverpool John Moores University ranked among the top 1 per cent of global universities, or the University of Arizonas MSc in Data Science. The latter counts as one of the top 100 universities globally.

Also from Liverpool John Moores University is the Master of Science in Machine Learning and AI, which gives students the opportunity to work on more than 15 industry projects, multiple programming tools and a dissertation, along with the acquisition of natural language processing, reinforcement learning and deep learning skills.

Additionally, learners will gain full alumni status from the universities upon graduation.

LEARNING WITH EASE AND FLEXIBILITY

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Fugro N : partners with University of Houston on workforce development effort – marketscreener.com

The project, "Data Science for the Energy Transition," is being funded through a 3-year grant with the National Science Foundation (NSF) and will offer undergraduate and master's students specialised training in statistical and machine learning techniques for subsurface Geo-data. Fugro's role as an industry partner on the project is to provide UH with real-world Geo-data and guidance on their use for hands-on training opportunities.

Advances in Geo-data science are needed to keep pace with the global demands for renewable energy sources, including offshore wind. Requiring extensive Geodata coverage over vast lease areas, innovative computing techniques can help operators shorten the development schedule by making critical information available more quickly. As an example, Fugro has developed a machine learning solution for mapping boulder fields from seafloor data to uniquely identify and analyse thousands of boulders. Accelerating the site investigation phase through this kind of automation helps lower capital investment and the levelized cost of energy for offshore wind projects.

"We are pleased to partner with UH on this project and are committed to advancing Geo-data analytics and computing skills in the energy sector," said Jason Smith, Fugro's Global Director for Geodata Analysis and Geoconsulting. "Conventional and renewable energy development benefits from more automated application of Geo-data. As a UH alumnus, I am proud to be leading Fugro's involvement on this project and look forward to the partnership's contribution toward a safe and liveable world ."

Disclaimer

Fugro NV published this content on 24 January 2022 and is solely responsible for the information contained therein. Distributed by Public, unedited and unaltered, on 24 January 2022 14:03:06 UTC.

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Was Dave Ramsey Right or Wrong about the Responsibilities (or Lack Thereof) of Christian Capitalists? | Peter Jacobsen – Foundation for Economic…

Dave Ramsey, a personal finance expert for Christians, came under fire last week. On his radio show The Ramsey Show he spent some time arguing that Christian landlords are not at fault if tenants become unable to afford rent:

Okay, I own rental property, single family homes, among many other properties that we own. And if I raised my rent to be market rate that does not make me a bad Christian. I did not displace the person out of that house if they can no longer afford it.

Many accused Ramsey of engaging in mental gymnastics to avoid his moral responsibility to his tenants:

As a Christian interested in economics, Ramseys comments and the surrounding controversy piqued my interest. Ive never been a Dave Ramsey follower. I wont get into particular disagreements I have, but, put simply, I dont believe his money management philosophy will lead to the best financial results for many. At the same time, I dont deny his program has been helpful to some.

But, disagreements on personal finance aside, is Ramsey right or wrong here? Are critics correct or are they reaching? As with most answers, some nuance is required here.

First, lets begin with what the critics have right. Even though changes in supply and demand lead to changes in market prices, individual business owners are free to charge different prices. An owner need not passively set prices where everyone else does.

Second, the Bible does tell Christians be charitable and help the poor. At this point it needs to be stated that the Bible, and the words of Jesus in particular, is often twisted when it comes to matters of money. But even with this in mind, its unambiguous that the Bible calls giving a righteous act. Consider 1 John 3:17 which says, But if anyone has the world's goods and sees his brother in need, yet closes his heart against him, how does God's love abide in him?

So are Christian landlords called to be charitable to their tenants? I think the answer is a pretty straightforward yes. In that sense, I believe some criticism of the above statement is warranted.

Its imaginable that a Christian landlord could be generous and keep prices lower than the market price to help the destitute. In fact, in the context of the full video, Ramsey does explain situations where hes made exceptions to help his tenants on a case-by-case basis. And there are likely many cases where this would be the loving thing to do.

At the same time, Ramseys statement about market forces cant be ignored. Consider a market for housing that experiences a sudden increase in demand. When demand increases for housing, people are willing to pay more for it. This drives the price of housing up and makes it more profitable to rent houses. But the story doesnt end here.

Those higher profits draw more suppliers into the housing market. When there are more people providing housing, the cost of providing housing goes up.

To see why, consider the cost of a landlord repairing an HVAC system. When the amount of landlords is relatively small, they dont have much competition hiring HVAC repairmen. In this case, the price is low.

When a larger quantity of rental suppliers (landlords) enter the housing market, however, there is more competition to hire contractors to come fix HVAC systems. With this increased competition, the price of HVAC repair is bid up. In other words, an increase in the demand for housing causes an increase in demand for contractors which increases the cost of being a landlord.

HVAC repair is only one example. All of the factors used in running a housing rental business increase in demand and price as more landlords enter. And so long as landlords can make a profit by entering the rental market, they will enter. This drives up costs until all the profits created by the increase in demand dry up. At the new, higher price, the economic profit tends to zero.

Notice what this means for a landlord who doesnt raise prices. If rental companies charging higher prices are tending toward zero profit, maintaining a lower price means tending toward a loss. The housing is being rented for the same price, but now the cost is higher. This means losses.

If a landlord had lower costs than competitors, the business may still be able to operate profitably. But the higher the market price goes relative to the price the landlord charges, the closer the landlord is to making a loss, everything else held constant.

The result of the logic is clear. If the price of housing goes up and a landlord chooses not to increase the rent, there is some point where they will start making a loss.

At this point critics may say, so what? After all, charity means you lose wealth right? I agree with this too. If we expected people to be materially better off from charity, wed all be giving to get rich quick.

But heres the final problem. Losses arent sustainable forever. If a landlord freezes rent today, and prices and costs continue to increase, at some point the landlord will go out of business.

And a Christian cant be generous with tenants if they dont have a business to produce wealth in the first place.

Heres where critics get into really weird territory. Christians involved in any kind of business can always be charitable to the point of going out of business. Christian grocery store? Give away all your food for free. Christian school? Hire the best teachers and don't charge any tuition. Christian landlord? Buy more houses and let people stay in them for free. If you arent out of money, you can always donate more.

This logical conclusion seems unambiguously bad. If Christian businesses are obligated to give until they go out of business, there wont be Christian businesses. And if there arent Christian businesses, there wont be any more charity from Christian businesses.

My claim isnt that Christian business-people should never be generous. As I already stated, I believe they should. But ignoring market forces entirely only guarantees there wont be Christian businesses.

This logic extends into our personal lives too. Once your LLC is out of business, you still have personal wealth to give away. And here we come to a final conclusion.

Unless your interpretation of the Bible is that you have to maintain zero worldly possessions, you recognize implicitly that some amount of charity in the present is imprudent, if for no other reason than it will prevent future charity or fulfillment of obligations (to family for example).

If your standard is never having earthly possessions, you have a consistent criticism of Ramsey, though Im unsure how youre reading this article without any possessions.

Charging below market price is effectively giving money to charity. You make a loss, and in exchange someone is better off. Christians can choose to do this. In many cases I believe we are called to. But perpetual losses mean you will run out of money. Market changes can be ignored, but their consequences cannot.

So if Christians are called to give, but they arent called to give everything in the immediate present, when are we called to give our wealth away and to whom? Should a landlord forgive the rent of a fourth tenant even if it means going out of business in a year and forsaking the other three getting a break? How much savings should landlords with family have on hand?

There isnt a flowchart to answer all these questions. The details of specific circumstances are where the answers lie. However, I think Christians are given a straightforward rule of thumb. Our security should be found in Christ, not in the things of this world. If the decision to not be charitable at a particular time is based on our desire for things of the world, our heart is in the wrong place.

If charity is forgone because Christians believe their resources can be better stewarded for the love of God and others elsewhere, we have a different story.

Its possible that Ramseys own philosophy is to give to charity mainly outside of his business. Should someone diminish their giving to one cause in order to be able to accept losses in their business? The less income you have, the less you can give, after all. Again, I think the answer here depends on the situation.

Im not sure if Ramsey does this or not. I dont know his finances. But this manner of giving isnt uncommon for capitalists in the US, as it lines up well with the fact that the US has been the most charitable country in the world for a decade now.

My guess is that, on balance, most Christians in and outside of business could be more generous. No one is without sin. But pretending like market forces are irrelevant to our decisions as stewards doesnt help others or our mission any more than ignoring the laws of physics helps our ability to aid someone whos falling out of a building.

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Was Dave Ramsey Right or Wrong about the Responsibilities (or Lack Thereof) of Christian Capitalists? | Peter Jacobsen - Foundation for Economic...

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College COVID Policies Are Getting Even More Restrictive | Kerry McDonald – Foundation for Economic Education

This article is excerpted from LiberatED, a weekly email newsletter where FEE Senior Education Fellow Kerry McDonald brings you news and analysis on current education and parenting topics. Click here to sign up.

The Omicron surge of the coronavirus shows signs of cresting in the US and around the world, but COVID restrictions on many college campuses are tightening as the spring semester begins.

For example, Johns Hopkins University (JHU) in Baltimore just released its Covid-safe spring semester plan for students as they return to campus on January 24th. Here are a few highlights:

Remember, all of the students on this campus are fully vaccinated and boosted, and they still must abide by these additional restrictions.

And they pay over $75,000 in annual tuition, fees, and room and board for this experience.

Colleges and universities across the country are adopting similar practices. Many are requiring COVID-19 boosters for students this semester, while others are adopting stricter masking policies that demand N95 or KN95 masks or double masking on campus.

Dr. Marty Makary, a professor at Johns Hopkins School of Medicine and a critic of draconian COVID policies, wrote earlier this month about virus plans on many college campuses. Universities are supposed to be bastions of critical thinking, reason and logic, he said. But the Covid policies they have adoptedpolicies that have derailed two years of students education and threaten to upend the upcoming spring semesterhave exposed them as nonsensical, anti-scientific and often downright cruel.

Some students have simply had enough. They are withdrawing from tightly-controlled campuses and transferring to colleges that reject coercion and prioritize normalcy.

There are early signs of positive change. Thousands of university students at Stanford, Cornell, and George Mason are pushing back against booster mandates, while other colleges indicate that they are moving from containment to management of the virus.

According to The New York Times on Sunday: As the Omicron surge spreads across the country, sending Covid-19 case counts to new heights and disrupting daily life, some universities are preparing for a new phase of the pandemic one that acknowledges that the virus is here to stay and requires a rethinking of how to handle life on campus.

For the sake of the students, and their parents pocketbooks, lets hope this rethinking happens swiftly.

Like this story? Click here to sign up for the LiberatED newsletter and get education news and analysis like this from Senior Education Fellow Kerry McDonald in your inbox every week.

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CDC: Natural Immunity Offered Stronger Protection Against COVID Than Vaccines During Delta Wave | Jon Miltimore – Foundation for Economic Education

On Wednesday, the US Centers for Disease Control and Prevention (CDC) provided new research showing that, during the recent Delta wave, individuals who had previously contracted COVID-19 had more protection against the virus than those who had been vaccinated.

Before the Delta variant, Covid-19 vaccination resulted in better protection against a subsequent infection than surviving a previous infection, CDC epidemiologist Benjamin Silk told the Wall Street Journal. When looking at the summer and fall of 2021, when Delta became predominant in this country, however, surviving a previous infection now provided greater protection.

Both vaccinated individuals and those who had recovered from the virus showed significant defense, scientists added. (The CDC released its findings to reporters, but its research was not yet available online as of Thursday morning.)

Previous research suggests receiving vaccination after a COVID infection can offer additional protection against the virus.

Recent research, the Mayo Clinic says, suggests that people who got COVID-19 in 2020 and then received mRNA vaccines produce very high levels of antibodies that are likely effective against current and, possibly, future variants. Some scientists call this hybrid immunity.

The findings are significant and dovetail with recent scientific research out of Israel that showed previous infection from COVID-19 conferred longer-lasting and more robust protection than vaccines against the Delta variant.

Following the Israel study, prominent scientists argued that the fact that natural immunity offered more protection than vaccines made mandatory vaccination unscientific and unethical.

Prior COVID disease (many working class) provides better immunity than vaccines (many professionals), so vaccine mandates are not only scientific nonsense, they are also discriminatory and unethical, wrote Harvard Medical School professor Martin Kulldorff, an epidemiologist and biostatistician.

The CDCs findings were released days after the Supreme Court ruled that President Joe Bidens vaccinate-or-test requirement for businesses with more than 100 employees was unconstitutional.

The high courts decision prompted some businesses, including Starbucks, to scrap their vaccine mandates for employees.

"We respect the Court's ruling and will comply," John Culver, COO and group president for North America at Starbucks, told employees on Tuesday.

Despite the protection offered by previous COVID infection, many public officials and countries have been reluctant to recognize natural immunity.

Novak Djokovic, the worlds top-ranked tennis player, recently had his visa seized by Australian authorities when he arrived (unvaccinated) to play in the Australian Open, even though he was initially granted a medical exemption because of a recent COVID infection. Meanwhile, Austrias conservative government recently announced it will make vaccination compulsory for adults, who will face steep finesup to 3600 eurosif they fail to comply, even if they have already had the virus.

In the United States, universities have been inclined to expel students not considered fully vaccinated, which in some cases reportedly includes students whove had multiple vaccine shots, have previously had COVID, and have received a medical exemption from a physician.

Recent evidence, however, suggests the reluctance to treat individuals whove had COVID as fully vaccinated may be waning. The NCAA, for example, recently announced in its winter guidelines that athletes who previously had COVID will be considered fully vaccinated if the infection took place within three months.

The CDCs announcement that previous infection offered more protection than vaccination against the Delta variant is likely to fuel calls to end vaccine mandates, particularly for individuals whove already been infected.

Harvard Epidemiologist Says the Case for COVID Vaccine Passports Was Just Demolished

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Stunning New Study Undercuts the Case for Vaccine Mandates

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Why GoFundMe Deleted This Grieving Fathers Fundraiser After His Sons Death

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CDC: Natural Immunity Offered Stronger Protection Against COVID Than Vaccines During Delta Wave | Jon Miltimore - Foundation for Economic Education

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Emerging Trends in Computer Science {Jan} Read It! – DoD Buzz

Emerging Trends in Computer Science: There is a brighter outlook for the computer science field and its graduates in todays technology drive world. In recent years, the exponential growth of technology has steadily increased the demand for individuals versed with the latest knowledge and skills in areas ranging from cyber security to data structure. The field of computer science engineering deals with designing, implementing, and managing the information systems of the hardware and software processes.

There is a massive demand for computer science graduates to help transform areas ranging from data infrastructure to cyber security. Thus, growing demand results in creating more job opportunities. Computer science graduates can seek employment across various exciting and diverse sectors.

Pursuing a degree programme in computer science can offer you a range of specialisations that can lead to a remunerative career. The prospective students get the liberty to choose from the one that can best match their future goals. In this article, we will look at the emerging computer science trends.

Artificial Intelligence(AI) is an emerging technology that enables a machine to simulate human behaviour. At the same time, machine learning is a subset of AI that allows the device to learn from past data without explicit programming. The AI and ML are springing up because they aim at making computer systems act like humans to solve complex problems, thus, requiring less man force for every task.

AI and ML are growing significantly because of the growth in data, advanced algorithms, and computing power and storage capacity improvement. Thus, it is among the fastest-growing technologies that can dominate the systems and devices in the future.

Big Data is an emerging field that treats ways to analyse and systematically extract information in extensive data that otherwise becomes difficult to deal with. The application and popularity of big data can be estimated from its forecasted global market value, which is nearly 103 billion U.S. dollars by 2027.

Big data is an integral part of organisations because it harnesses their data and helps them to identify new business opportunities.

Cybersecurity is the application of technologies, processes, and control to protect the computer system, programme, network, data, and devices from cyber attacks. Since cyber security efficiently reduces the risk of cyber-attacks and protects against unauthorised technology, design, or network exploitation.

Blockchain technology is a decentralised and distributed ledger that records the origins of a digital asset. It is designed uniquely that the data present on the blockchain cannot be modified or altered, making it a legitimate disrupter for industries, including healthcare, payment, and cybersecurity.

Cloud computing delivers computer services, including storage, database, networking, software, analytics, and intelligence over the internet. It is a faster, innovative, flexible resource. Hence, flexibility and ease-of-use are the two prominent reasons responsible for the growth of cloud computing.

These are some of the emerging trends that dominate the field of computer science. A career in computer science can shape your entire professional life by enabling you to join the most in-demand jobs at the heart of the technology industry. When you opt for computer science engineering, you can get the opportunity to choose from a broad range of specialisations. Sign in now to pursue a well-rounded course for a remunerative career in the computer science domain!

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Computer science professor named fellow of Association for Computing Machinery – UIC Today

Aravinda Sistla, professor of computer science, is among 70 international scientists named fellows of the Association for Computing Machinery, the worlds largest and most prestigious society of computing professionals.

The program recognizes the top 1% of ACM members for their outstanding accomplishments in computing and information technology and/or outstanding service to ACM and the larger computing community. Fellows are nominated by their peers, with nominations reviewed by a distinguished selection committee.

The ACM Fellows program honors the creativity and hard work of ACM members whose specific accomplishments make broader advances possible, said Gabriele Kotsis, ACM president. New technologies are the result of skillfully combining the individual contributions of numerous men and women, often building upon diverse contributions that have emerged over decades. But technological progress would not be possible without the essential building blocks of individual contributors.

The 2021 fellows represent universities, corporations, and research centers in Belgium, China, France, Germany, India, Israel, Italy and the United States.

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Computational Thinking Is for Everyone – Duke Today

As a first-year Duke student working towards a career in medicine, Benjamin Asomani was curious about computer science and coding, but wary of diving into coursework without prior exposure to the field. At the suggestion of another student, he participated in the summer 2021 Code+ program, learning CSS and HTML skills as part of an applied group project, while confirming his interest in computer science. This semester, Asomani has begun coursework for a minor in computer science to complement his planned major in biology.

The hands-on learning was a good way to be introduced to coding. I liked the process of making and building something for a project and having instructors who could help us review our work and spot mistakes, said Asomani, who finished the program feeling confident about his abilities in CSS and HTML.

Dukes Center for Computational Thinking (CCT) launched in 2020 to support and coordinate campus-wide resources for faculty, students and staff. Its core priority is to ensure all Duke students can be exposed to computational approaches and learn to use data to create new knowledge.

For students like Asomani, the CCTs network of programs can provide an introduction to computing, and make computational majors more accessible by reducing real or perceived barriers to entry.

For undergraduate Harsha Srijay, the summer 2020 +DataScience Advanced Research Program linked his math and data science majors with his interest in bioinformatics for a project exploring the use of predictive models for diagnosing respiratory diseases. Im more interested in applied work than theoretical modeling, and this project let me focus on using the tools of data science to solve real-world problems, Srijay noted.

To support instruction, the CCT works with faculty and departments across Duke to integrate computing-related content into their courses, and provides learning modules to supplement faculty instruction.

Learning how to draw critical conclusions from data and to take computational approaches to solving complex problems across disciplines are important elements of a 21st century liberal arts education, said Provost Sally Kornbluth. The CCT is connecting existing resources at Duke and responding to gaps in our current offerings to ensure all students and faculty have the opportunity to bring these approaches to their studies and their research.

Kornbluth recently appointed Duke School of Medicine Professor Matthew Hirschey to lead the center, working in close partnership with computing colleagues across campus. A molecular physiologist who embraced data science several years ago to advance his own skills and his labs data analysis capabilities, Hirschey is committed to helping students and colleagues realize the benefits of computational approaches.

As someone who came to computation rather recently, my perspective is that this is something everyone should know, Hirschey said. His vision involves helping students who are already steeped in computing understand its intersections with ethics, policy and other fields. And for liberal arts students and scholars, Hirschey wants the CCT to help them become comfortable and capable with computation and computational tools to extract meaning from data, regardless of their field of study, he noted. Because the current generation of liberal arts students should understand how computational approaches can be used to find patterns in literature, or art, or dance.

In a mini-course on data science led by Hirschey, Ph.D. students Taylor Chavez and Jessica Portillo learned computational skills with immediate application to their research. I come from a wet lab background, and this has provided the foundation and basic components of what I need, and clarified that I do want to do more computational work in the future, said Portillo.

Chavez studies tissue engineering and used course assignments to work with data from her experiments. I have some coding background, but really not enough, she said. This was the first time Id actually taken a class that was meant to teach me how to analyze and visualize experimental data in the context of my science. I brought my own data, and I got to play with different ways to visualize the results in ways that made sense for how I wanted to present my data.

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Senior Lecturer, Computer Science job with DEAKIN UNIVERSITY | 278589 – Times Higher Education (THE)

This position provides an exciting opportunity to join the vibrant School of Information Technology at a young and progressive Deakin University. Undertaking research, teaching and community/industry engagement in a broad area of computer science. We are seeking an individual who is actively involved in research, teaching and engaged with industry and community. You will be joining a team of passionate computer scientists, software engineers and, IT professionals leading cutting edge courses and world class research centres in computer science, Artificial Intelligence, cyber security, software engineering and Internet Of Things (IOT). Additionally, providing you with opportunities to work across the Faculty with engineers, scientists, environmentalists, architects, and construction professionals. Collaboration and involvement with community, professional organisations, and industry is also a key part of the opportunities this role provides.

Your key responsibilities will include:

To be successful, youll have:

Applications for this position close on 20 Feb 2022

This role requires the incumbent to apply for and maintain a Working With Children Check (refer to Deakins Recruitment Procedure for further details).

Please submit your updated resume, responses to KSC and a cover letter outlining your skills and experience for this role.

For further information regarding this role, please contact Professor John Yearwood, Head of School, at john.yearwood@deakin.edu.au

Are You Ready?

Deakin is a Victorian university with a global impact. We are an agile, dynamic and innovative university committed to making a positive impact through our excellence in education, research and innovation and the contributions we make to the wider community.

We understand that our reputation has been built on the dedication and expertise of our staff and we offer a dynamic and diverse working environment with opportunities to grow and develop careers. We believe that a progressive, thriving culture will ensure that people choose to come, and stay at Deakin and contribute to our ongoing success.

We value diversity and aim to build an inclusive environment that champions, embraces and respects differences. We support and encourage applications from Aboriginal and Torres Strait Islander people, and people of all cultures, sexual orientation, and genders

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Senior Lecturer, Computer Science job with DEAKIN UNIVERSITY | 278589 - Times Higher Education (THE)

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