For Faculty

Faculty often ask Google what it takes for students to succeed in the tech industry, and for helpful resources and suggestions. Here are some tools, materials, and programs that may help you prepare students to thrive in today’s CS job environment.

Can your students create interactive visualizations? It's a critical skill for most ML and data science courses. These Matplotlib, Seaborn, and Plotly tutorials will be especially useful for college students who need a refresher course. Prerequisite: Python and pandas

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Kaggle