The crash courses cover various subjects at the pre-introductory and introductory level in computational engineering. The crash courses will include programming languages, fundamental numerical methods, parallel programming, high performance computing, machine learning, cloud computing etc. A list of our past crash courses can be found below.
Introduction to Data Science
Introduction to Graph Analytics
Exploratory Data Analysis with pandas and matplotlib
Introduction to Machine Learning with scikit-learn
Description: this short course introduces the basic concepts of machine learning and some widely used machine learning algorithms with scikit-learn.
Exercises: Jupyter Notebook examples