What are Time Series? Data points indexed in time order Time introduces a unique set of problems Note: Most of our data are time series Why is it difficult? Time importance, speed, shift, amplitude... How long, and how many data points in the past? Is it changing?

Check out the Huberman Lab Episode Page & Show Notes, Podcast Notes Exercise can create physiological adaptations that can be bucketed into 9 areas: Skill/technique Speed Power Force/Strength Muscle hypertrophy Muscular endurance

# INF367 Selected Topics in Artificial Intelligence Shared notes for INF367 Selected Topics in Artificial Intelligence. Feel free to add your notes & check a correctness of things here so far. If you're not sure about things your writing, just write it there. [TOC] ## Unsupervised Learning (topics.pdf) 1. Density Estimation (Fromsa) * Histograms, including number of bins * Kernel density estimation, including kernels, binwidth, derivatives * Supervised density estimation * Dens