Chem E Hackathon 2021 Tutorial Notebooks In this repository you will find the Jupyter notebooks used in the UW Chemical Engineering C-HACK 2021 Tutorials
Introduction: Google Colab / Jupyter notebooks / Python code / Variables / Basic operations Variables: Lists / Dictionaries / Flow control / Data Structures Functions & Pandas: Defining and calling functions / Pandas / Dataframes Visualization: Matplotlib / Scatter, Box, Bar plots / Correlation Plots / IpyWidgets / Plotly Regression: Scikit-learn / Linear regression / Fitting error / Prediction / Bias & variance Tutorial instructors / C-HACKMASTERs Jesse Chiem (Tutorial 1) - Computing & Technology Manager, UW Chem E David Beck (Tutorials 2 and 3) - Director of Research & Education, eScience Institute, UW Chem E Wesley Beckner (Tutorial 4) - Program Ops Specialist, UW Chem E Stephanie Valleau (Tutorial 5) - Assistant Professor in Chemical Engineering, UW Notebooks were written using versions of Python > 3.6 and requires these packages:
Apache License 2.0
