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The "Fundamentals of Data Science:” Take One-Day Workshops on Statistics, Data Visualization, Deep Learning & More





We are living in an era defined by big data, which has fundamentally changed the way we work and live. Data science gives us a way to make sense of all of that data, by developing and testing models and algorithms to gain knowledge and provide insights. The "Fundamentals of Data Science" one-day workshop series, offered by the Stanford Institute for Computational & Mathematical Engineering (ICME), provides an introduction to multiple aspects of data science for those who are new to the field, as well as more advanced workshops for current data scientists. You can sign up for one workshop, or several throughout the week. Complete four workshops to qualify for the ICME Summer Workshops Certificate of Completion.
Monday, August 13
Linear Algebra (Instructor: Professor Margot Gerritsen)
Introduction to Statistics (Instructor: Professor Guenther Walther)
Tuesday, August 14
Introduction to Programming in R (Instructor: Andreas Santucci)
Introduction to Mathematical Optimization (Instructor: Kevin Carlberg)
Wednesday, August 15
Introduction to Machine Learning and Reinforcement Learning (Instructors: Alex Ioannidis and Andrea Zanette)
Thursday, August 16
Introduction to Deep Learning (Instructors: Alex Ioannidis and Anjan Dwaraknath)
Friday, August 17
Deep Learning for Natural Language Processing (Instructor: Luke de Oliveira)
Saturday, August 18
Interactive Data Visualization in D3 (Instructor: Sergio Camelo Gomez)
Stanford Institute for Computational & Mathematical Engineering (ICME): https://icme.stanford.edu