海外吃瓜 and Google are collaborating to offer computer science, data science and machine learning courses to undergrad students who might not have considered themselves destined for a technology career.
The Applied Computing Series is a new, three-course program that will increase students鈥 access to quality data science and machine learning education by leveraging new technologies and teaching styles. In partnership with Google, 海外吃瓜 will offer two Applied Computing courses during the academic year, Foundations of Python Programming and How to Think Like a Data Scientist. The third is an advanced course, the Applied Machine Learning Intensive, a 10-week, summer program designed to offer non-computer science majors a crash course in data engineering and machine learning that they can apply to their own majors and areas of expertise.
海外吃瓜 is one of only five colleges and universities selected nationally to collaborate with Google to pilot all three offerings in the new Applied Computing Series.
鈥満Ｍ獬怨镶檚 partnership with Google will allow us to rethink the way traditional computer science is taught, as well as to prepare students for a new career path in machine learning with great market demand,鈥 said Provost Dr. Beth Schwartz.
According to Google, the Applied Computing Series teaches the foundations of computer and data science, designed to attract students who might not have considered themselves destined for a technology career. All of the courses leverage tools and techniques used at Google and in the wider tech industry, while also teaching the non-tech skills needed to be successful at work more generally: soft skills required by employers, including critical thinking and problem solving, collaboration and the ability to communicate and network.
The courses will teach students more than how to code. They will also teach data analytics, statistical techniques and machine learning modeling. 鈥淎ll of the courses combine high-impact practices that include skills in hands-on, collaborative projects meant to solve real-life problems in the tech industry and beyond,鈥 Schwartz said, adding that the courses will reinforce the goals of 海外吃瓜鈥檚 HYPE Career Ready庐 Program.
海外吃瓜 has been piloting courses in this sequence with Google since January, said Sean Joyce, assistant professor and chair of computer science. 鈥淭hese courses complement and strengthen our long-standing computer science and information systems majors in engaging and exciting ways,鈥 he said. 鈥淥ur partnership with Google provides additional options for students who may or may not be majors but who recognize the importance of computational thinking and data analysis to their chosen fields of study.鈥
Here's how it works
Courses are taught using a 鈥渇lipped classroom鈥 model, where students review, study and practice material on their own, then work on collaborative projects in groups with coaching by their instructors.
Google is building these robust courses in partnership with highly regarded computer science academics. The Google instructional team builds the centralized content and in-class projects so that students have relevant, real-world problems to solve. The courses are then facilitated by 海外吃瓜 faculty in STEM-related fields.
Here's what students gain upfront
- Skills that will position them for entry-level positions in the burgeoning machine learning workforce
- Opportunities to work with Google engineers to learn about the tech industry鈥檚 working environments, challenges and nuances
- Immersion in a project-based curriculum to help reinforce the computer and data science principles they鈥檙e learning
海外吃瓜's track record is key
The schools involved in this pilot program were chosen because they have a successful track record of implementing new programs with innovative teaching and learning methods. Google and the schools involved are also interested in investigating new, economically efficient approaches to reaching more students.
Addressing projected workforce shortage
According to the Bureau of Labor Statistics, workforce projections in both computer science and data analytics predict that over the next decade, the U.S. will experience a shortage of new talent to meet increasing demand. The skills students need to meet market demand are also rapidly evolving, particularly in the newer domains of artificial intelligence and machine learning.
It鈥檚 imperative, according to Google and 海外吃瓜, that students understand how to use the best available tools to manipulate and understand data; using that analysis to solve business problems will be core competencies in many industries within the next five years.
鈥淭his partnership and our new courses demonstrate our continued commitment to the preparation of our students for the professions of today and tomorrow,鈥 Joyce said.
An ecosystem for developers
Through partnerships with colleges and universities, Google hopes to develop an ecosystem where each institution can bring what it does best to the collaboration: Google can create cutting-edge, industry-relevant content and projects and colleges and universities can provide experienced faculty and a cohort-based, residential experience for students, all of which have important value in the development of traditionally aged college students into responsible, work-ready adults.