Conceptual introduction to Bayesian data analysis, focusing on foundations and causal inference. Nothing really about computational details. Summarizes material from Chapters 1 though 6 of my book. Slides available at https://speakerdeck.com/rmcelreath/bayesian-inference-is-just-counting