TAs: Hsiao-Yu Fish Tung (office hours Tuesdays 3:30pm-4:30pm in GHC 8208) and Eric Wong (office hours Friday 3:00pm-4:00pm in GHC 8208) Grading Policy: Homework (40%), Midterm (20%), Project (40%).

Abstract: Due to the recent progress in Deep Neural Networks, Reinforcement Learning (RL) has become one of the most important and useful technology. It is a learning method where a software agent ...

Its one of those buzzwords that we’ve all heard whether we’re programmers or not: machine learning. Unlike other trends in the past, machine learning isn’t a fad, it really is the future. As AIs ...

Foundational learning, which includes basic literacy, numeracy, and socio-emotional skills, is the foundation for a life of learning. They also foster social and emotional growth, cognitive ...

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

In a world where individual achievement often takes precedence over collective progress, our educational institutions have inadvertently fostered a competitive rather than a cooperative learning ...

There will be 9 homework assignments during the semester in addition to the exams. The assignments will consist of both theoretical and programming problems. Homework assignments will be released via ...

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1️⃣ Efficient Data Processing: PySpark offers a powerful framework for distributed data processing. With Databricks, harness the scalability and performance of Spark to handle massive datasets ...

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