Boost your data analysis skills by developing a strong foundation in calculus.
Learn how to analyze relationships between variables using regression.
- Linear regression: Inferring about slope in linear regression and transforming nonlinear data.
- ANOVA: Analysis of variance.
- Multivariate Gaussian distributions for machine learning and data mining: By Alexander Ihler, Professor at University of California, Irvine.
Visual Analytics and Machine Learning
Follow these IBM OpenDS4All modules on more advanced data science topics. Each module contains lecture slides, sample code in Jupyter Notebook, and homework problems.