June 3 - 5
In three days of hands-on training, you can quickly become a knowledgeable, productive, and efficient Data Science professional and earn a Stanford Technology Training Certificate of Proficiency in Data Science.
We will begin by discussing the data science process and how to effectively work through a data science problem. We'll talk about how to clean, transform, and prepare data for analysis. We will also cover descriptive and inferential statistics which will enable you to perform hypothesis testing so that you can better interpret the significance of your analysis. We will also focus on machine learning and predictive analytics. We'll discuss the various ways to measure model performance, how to select the best model for your project and ways to refine that model.
Pre-requisite: Basic Python Programming
In advance of each session, Tech Training will provide you with a Zoom link to your class, along with any required class materials.
University IT Technology Training classes are only available to Stanford University staff, faculty, or students. A valid SUNet ID is needed in order to enroll in a class.