Tag: data science

Lawrence adds major in Creative Writing, minor in Statistics and Data Science

Offerings in statistics and data science (left) and creative writing will be ramped up beginning in the fall.

Story by Ed Berthiaume / Communications

Lawrence University is launching a new Creative Writing major and a new Statistics and Data Science minor, both beginning in the fall.

They both mark significant additions to the school’s liberal arts curriculum.

Creative Writing: Students in the English program now have two curricular tracks to choose from, one leading to a major in Creative Writing and the other to a major in Literature.

David McGlynn, chair of the English department, worked with colleagues to get the new Creative Writing: English major launched in time for Fall Term. (Photo by Danny Damiani)

“We’ve seen more prospective students articulating their desire to focus directly on creative writing,” said David McGlynn, professor of English and chair of the English department. “More current and prospective students are seeking graduate-school and career opportunities in writing. We believe the new track system will allow students more flexibility to pursue their goals.”

Lawrence has offered a minor in creative writing for nearly a decade. New courses are being added, including an introductory creative writing course designed for first-year students and a senior seminar in creative writing for graduating seniors.

For a full story on the launch of the new Creative Writing: English major, go here; find a web page with more detail here.

Andrew Sage, working here with students during Winter Term, has helped to launch Statistics and Data Science as a minor, beginning in Fall Term. (Photo by Danny Damiani)

Statistics and Data Science: The new Statistics and Data Science minor will be housed in the Mathematics department and will strengthen offerings in an area that is increasingly in demand. The use of statistics and data analysis has grown in fields across the liberal arts spectrum, making it a sought-after minor in a lot of disciplines.

“Data scientists are working with bioinformatics, genetics; it’s huge in economics, and it’s become a huge thing in political science,” said Andrew Sage, an assistant professor of statistics who came on board a year ago and has helped bring the new minor to fruition.

Sage was hired in 2018 and Abhishek Chakraborty joined the faculty in 2019, giving Lawrence two professors deeply invested in statistics and data and allowing for the addition of numerous courses and the development of the minor.

For a full story on the launch of the Statistics and Data Science minor, go here; find a web page with more detail here.

Ed Berthiaume is director of public information at Lawrence University. Email: ed.c.berthiaume@lawrence.edu

Lawrence unveils Data Science minor beginning in 2020-21 academic year

Andrew Sage, assistant professor of statistics, works with Erin Lengel in a Data-Scientific Programming class during Winter Term. (Photo by Danny Damiani)

Story by Ed Berthiaume / Communications

Lawrence University is introducing a new Statistics and Data Science minor in the fall, strengthening the school’s offerings in an academic area that is increasingly in demand in today’s job market.

While the minor is housed in the mathematics department, it will be evident very quickly that this is not just for math and computer science majors. Departments all over campus have been tapping into emerging trends in statistics and data analysis in recent years, spotlighting the interdisciplinary strengths of data science and its role in a liberal arts curriculum.

“Data scientists are working with bioinformatics, genetics; it’s huge in economics, and it’s become a huge thing in political science,” said Andrew Sage, an assistant professor of statistics who came on board a year ago and has helped bring the new minor to fruition.

See details on new statistics and data science minor here.

The hiring of Sage in the fall of 2018 was followed by the hiring of Abhishek Chakraborty, another assistant professor of statistics, in the fall of 2019. That put the faculty pieces in place to add key new courses in machine learning, Bayesian statistics, and advanced statistical modeling, among others, elevating the program significantly. The new minor recently got faculty approval, setting up a launch in the 2020-21 academic year.

“There’s really an interest across campus in using data to draw conclusions and make decisions,” Sage said. “By bringing in a second statistician and allowing us to really grow our program and teach more classes specifically to that area is really going to open up a lot of opportunities for collaboration across departments, and help us to better prepare students to apply statistical analysis and data analysis in their own areas.”

A 2019 report from LinkedIn showed a 56% year-to-year jump in data science job openings in the United States. TechRepublic.com listed data scientist as the No. 1 tech-related job in terms of openings and potential for advancement. All indications point toward continued growth as data scientists are sought in a wide range of fields.

At Lawrence, growing the statistics and data science offerings adds an important layer to the curriculum for students looking at options in a fast-changing job market, said Provost and Dean of Faculty Catherine Gunther Kodat. Practical and pragmatic learning intersects here with the power of a liberal arts education.

“The new minor gives our students the unparalleled opportunity to connect modes of quantitative analysis with the distinctively thoughtful, broad-based approach to learning that is characteristic of a Lawrence education,” she said. “Bringing together the training in critical thinking and effective communication fundamental to liberal learning with the keen numerical acumen that is foundational to so many 21st-century careers makes for a uniquely flexible set of skills that will leave our students well-equipped for life after Lawrence.”

Chakraborty said the potential to grow such a program was what drew him to Lawrence. The demand from students, in and out of the math program, has been evident since the day he stepped on campus.

“I have had students asking me about the minor, and it’s really encouraging to see their interest,” he said.

Two new courses were launched this year with the arrival of Chakraborty, and two additional courses will launch next year. Other courses—some in the math department and some in other departments—will be developed in the coming years. All that has the two new statistics professors grinning ear to ear.

“Our new courses filled up very quickly,” Sage said. “I think there’s definitely a demand, so the chance to come in here and contribute to that was a really big draw for me.”

Abhishek Chakraborty came on board this academic year as an assistant professor of statistics. (Photo by Danny Damiani)

Current Lawrence students can switch into the new minor depending on where they are in their academic journey and which courses they’ve already taken. A handful of students could arrive at their 2021 graduation with a data science minor in hand. The number is expected to grow significantly in the years to follow.

“The field of data science is changing so rapidly that I expect this will be a minor that will continue to evolve and adapt to the needs of the students,” Sage said.

That brings us back to its fit in a liberal arts curriculum. Professors from departments across campus provided input to the creation of the new minor because of the prospects it holds for so many students.

Israel Del Toro, an assistant professor of biology, was among those actively working with the mathematics faculty to create the minor. Giving biology students stronger quantitative skills does nothing but widen their career opportunities.

“The biological sciences are increasingly using big data and novel computational technologies to tackle big questions about ecology, evolution, and health, just to name a few examples,” Del Toro said. “By offering a data science minor to our students, we are preparing them with a marketable skill set that is broadly applicable regardless of what biological subdiscipline they choose to pursue.”

Gathering data is only one part of the equation, of course. A good data scientist needs to be equipped with the ability to analyze that data, to communicate its significance, to understand the context of the data, to work as part of a team, and to make ethical decisions of how and when that data is shared, Sage said.

“Data numbers by themselves are meaningless if you don’t have an understanding of the context and the domain,” he said.

“I think this is the perfect place to be introducing data science as a minor,” Sage said. “It really does incorporate so much, and you really do need to be able to think in so many different ways. I don’t see any better place to engage in that kind of thinking than in a liberal arts environment.”

Ed Berthiaume is director of public information at Lawrence University. Email: ed.c.berthiaume@lawrence.edu

Microsoft president at LU: Tech industry needs “best of humanity” to help guide it

Microsoft President Brad Smith sits in a chair on stage as he talks with the audience in Stansbury Theatre.
Brad Smith, president of Microsoft Corp., discusses his new book, “Tools and Weapons: The Promise and the Peril of the Digital Age,” Friday morning in Stansbury Theatre at Lawrence University. (Photos by Danny Damiani)

Story by Ed Berthiaume / Communications

Brad Smith is a tech guru. His title, president of Microsoft Corp., would tell you that.

But he’s also a student of history and a writer, a thread that was front and center as he spoke Friday morning to a packed Stansbury Theatre on the Lawrence University campus, drawing on parallels between lessons learned in the 20th century and the anxieties that come with new frontiers in artificial intelligence, facial recognition technology, and the explosion of data science.

As he does in his new book, Tools and Weapons: The Promise and the Peril of the Digital Age, Smith compared the needed expansion of broadband access into still-underserved rural communities to the electrifying of rural America in the 1930s and ’40s. And he said the transformation of our daily lives by artificial intelligence over the next 30 years will have similarities to the arrival of the combustion engine in the first half of the 20th century. But with AI comes the potential for abuse that could rock the world in ways we don’t yet fully understand.

“The book is really about the collision between technology and society,” Smith said.

A 1977 graduate of Appleton West High School, the 60-year-old Smith returned to his hometown as part of a book tour with co-author Carol Ann Browne. He was introduced by Brian Pertl, the dean of the Lawrence Conservatory of Music who previously spent 16 years at Microsoft, serving as manager of the tech giant’s Media Acquisitions Group.

Smith was then joined on stage by host Scott Corry, a Lawrence professor of mathematics, who said Tools and Weapons carries a message about the evolution of the tech industry and the people it will employ in the future, something that should get the attention of today’s students no matter their field of study.

“The challenges laid out touch not only everyone in this room but everyone on the planet,” Corry said. “What I was impressed with in the book was the focus on how all sorts of other skills need to be put in place if we’re going to solve these problems. Among those are the ability to communicate across groups and understand other cultures, global relations, and policy. These are all things that we put front and center here at Lawrence as a liberal arts school.”

Smith echoed that sentiment, saying the liberal arts approach is already alive and growing in the tech sector, with new hires coming in with backgrounds in philosophy, history and music, among others. Data scientists and software engineers are important, but it’s not their game alone.

“The future of technology and future of these issues is going to be much more multi-disciplinary,” Smith said.

Brad Smith laughs with students from Appleton West High School on the Stansbury Theatre stage.
Microsoft President Brad Smith shares a laugh with students from Appleton West High School on the stage of Stansbury Theatre following his book discussion. He graduated from West in 1977. The school, he said, set him on his career course.

Find more photos from Brad Smith’s visit to Lawrence here.

The coming boom in artificial intelligence means this is the first generation creating machines with the power to make significant decisions previously handled solely by humans. That’s a huge responsibility, with all sorts of technical and ethical trouble spots to navigate, Smith said.

“Once you put it in those terms, you realize that you hope these machines will make decisions that will reflect the best of humanity,” he said. “And how do we bring the best of humanity into technology, into these products? Well, it has to be with more than just computer and data science. It has to be with a sense of social sciences and a sense of history and the humanities.”

Smith pointed to advancements that have been made in facial recognition technology. It’s already being used for good in some sectors. He noted its seemingly simple use in unlocking a phone or laptop, but also more expansive uses in hospital emergency rooms, where it can potentially help reconnect families when someone has gone missing.

But the prospect for abuse of the technology, including a breach of privacy, is very real and must be addressed, Smith said.

“Our argument is that people should have the opportunity to know when there are facial recognition systems at work,” he said.

And then there is the concern of authoritarian governments using facial recognition systems to control the populace.

“Even though it’s completely unprecedented, it is not unimaginable because it was completely imagined — 70 years ago when George Orwell wrote his novel, 1984,” Smith said. “You might remember the description of Big Brother in that book. There’s a scene where the only way people could organize themselves civically and politically was literally to find their way separately to a blackened-out room and then communicate by tapping on each other’s wrists in code.”

Don’t discount that as mere fiction, Smith said.

“We are heading rapidly into a world where there are cameras everywhere, there are microphones everywhere, and it raises fundamental constitutional questions and human rights questions about how facial recognition will be used by governments around the world,” he said. “And these are fundamental issues for tech companies. We have to decide, what are the lines we are prepared to draw? We’ve stood as a company as saying there must be lines that we draw if we are going to ensure that this technology protects people and that it’s not a weapon to subvert them.

“It’s going to take more than companies standing up. You can never get every company to stand together. It’s going to take the democratic countries of this world to stand up. This is potentially the greatest tool that an authoritarian regime has ever had at its disposal and could fundamentally change the character of human rights protections around the world if we don’t act quickly to address it.”

Hence the title of the book, Tools and Weapons: The Promise and the Peril of the Digital Age. The issues surrounding new technology are, well, complicated.

“I think it’s actually fitting that we’re having this conversation in a conservatory,” Smith said. “All of these things [at a liberal arts college] reflect the various parts of humanity that need to come together.”

Ed Berthiaume is director of public information at Lawrence University. Email: ed.c.berthiaume@lawrence.edu

Lawrence’s revamped computer science major to begin in fall term

A student works at a large screen during a computer science class at Lawrence.
A revamped computer science major will reflect changes in the technology field.

Story by Ed Berthiaume / Communications

Lawrence University will begin offering a newly configured major in computer science in the fall.

Catherine Kodat, provost and dean of faculty, said the revamped major better aligns with the rapidly changing world and all aspects of life that are now touched by computer technology.

“The increasing importance of computer science in every aspect of our lives is undeniable,” she said. “We’ve heretofore offered students an interdisciplinary major in math and computer science. But the world of computer science, while related to mathematics, has become a world of its own. Our new major will better prepare students to enter that new, expanded world.”

Details of computer science major here.

While the school currently offers a mathematics-computer science major, the redesigned major will enhance learning opportunities in data science, software development and other computer programming areas. The mathematics-computer science major will be phased out over the next three years.

The mathematics-computer science major has had a great track record since being introduced in 1984, said Kurt Krebsbach, a professor of computer science in the Department of Mathematics.

“We have had a remarkable record of achievement in our graduates from the computer science program,” he said, noting recent graduates have landed jobs with Apple, Amazon, Google and other leading tech companies.

But as the computer science field changes, so does the teaching, Krebsbach said. The retooled computer science major will broaden the offerings, with less emphasis on pure mathematics requirements. It’ll add new instruction in statistics and data science, will provide more flexibility for students pursuing a variety of technology-related fields, and will require more exposure to the increasingly computational side of those emerging disciplines.

The number of students enrolled in computer science classes at Lawrence has more than tripled since 2011, Krebsbach said.

The revamped computer science major is the latest in a line of new introductions of programs and endowed professorships at Lawrence.

Recent new majors have included global studies, launched in fall 2017, and ethnic studies, introduced in fall 2018.

In addition, a number of endowed professorships have been established, including the Dwight and Marjorie Peterson Professorship in Innovation, the Dennis and Charlot Nelson Singleton Professorship in Cognitive Neuroscience, the Wendy and KK Tse Professorship in East Asian Studies, and the Jean Lampert Woy and J. Richard Woy Professorship in History. Also, the endowed Julie Esch Hurvis Dean for Spiritual and Religious Life was introduced, and this spring comes the endowed Riaz Waraich Dean of Lawrence’s Center for Career, Life and Community Engagement.

Ed Berthiaume is director of public information at Lawrence University. Email: ed.c.berthiaume@lawrence.edu