Teaching

Introduction to Machine Learning

NLI Class slides

Posted on April 4, 2018

This page contains slides to the ‘Introduction to Machine Learning’ NLI class series that I have taught at Virginia Tech.

#teaching #machine learning #scikit-learn #tensorflow #deep learning

Data Scientist’s Python Toolbox - Introduction to Pandas

Workshop slides

Posted on March 3, 2018

This page contains slides to the ‘Data Scientist’s Python Toolbox’ workshop that I have taught at the PEARC conference.

#python #teaching #pandas #datascience

Introduction to Python Plot.ly for Data Visualization

Workshop Jupyter Notebook

Posted on January 1, 2018

This page contains the Jupyter notebook for the class ‘Introduction to Python Plot.ly for Data Visualization’ workshop that I have taught at Virginia Tech and at the XSEDE conference.

You can download the notebook here. If it downloads with a ‘.txt’ extension, please remove that extension and rename it to ‘Plotly.ipynb’ before opening it.

#plotly #teaching #jupyter

Introduction to Python for Scientific Computing

Workshop slides

Posted on January 1, 2018

This page contains slides to the ‘Python for Scientific Computing’ workshop that I have taught at Virginia Tech and at the XSEDEconference.

#python #teaching #numpy #scipy