ST101: Intro to Statistics (Making Decisions Based on Data) - Onlinekurs von UDACITY.com
Online-Kurs mit Videos, Prüfungsfragen und optionalen Programmieraufgaben (python)
- Visualizing Data (Scatter-Plot, Bar- and Pie-Chart)
- Admissions Case Study
- Introduction to Probability
- Conditional Probability (Total Probability, Bayes Rule)
- Correlation vs Causation
- Estimators, Averages, Variance & Outliers
- Binomial & Normal Distribution
- Konfidenzintervalle (Confidence Intervals)
- Normal Quantiles
- Hypothesis Tests
- Inference, Regression, Correlation
- Monty Hall Problem
- Weight Case Studies
