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In an era of declining enrollments across all of higher ed, predictive and prescriptive actions are a pragmatic necessity for institutions that are increasingly reliant on tuition dollars to simply stay open. 5 developments around machine learning and AI in higher-ed research Using machine learning and AI in research is not limited to computer science and statistics researchers in higher education are using it across a variety of disciplines, including life sciences and Tech training, reskilling is gaining ground at these schools A free, online reskilling program aims to prepare 500,000 individuals for jobs of the future by 2030, with a focus on access for people underrepresented in tech positions. Six steps to prevent deposit melt In light of the COVID-19 pandemic, institutions should be proactive about getting a handle on avoiding deposit melt. 3 trends shaping the higher-ed landscape in 2021 Shopping the IT closet is just one of several emerging trends higher-ed leaders will juggle as education evolves in a post-pandemic reality. How text and voice apps are changing student engagement With a global pandemic looming over schools, using text and voice apps for communication and student engagement became a no-brainer. How to support marginalized students in 2021 In a roundtable discussion, psychologists, mental health experts, and a college student talked about how campuses can better support these communities in 2021 and beyond. Here’s a summary of what they had to say. Post-COVID plans should focus on program values and evaluation Strategic documents must become more fluid and include ongoing evaluation and revision as a fundamental piece of the process. VMOSAE and SMARTE can help organizations build strategic success. Workforce development goes virtual to fill critical skills gaps There exists a growing skills gap in trained, qualified workers. To solve this, higher education institutions are stepping in to fill the gap and programs are being developed that employ augmented and virtual reality to teach workers new skills.

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