├── .gitignore ├── LICENSE ├── README.md ├── excel ├── Cable_models.xlsx └── Powerball analysis.xlsx └── notebooks ├── .ipynb_checkpoints └── Bayesian Non-Parametrics-checkpoint.ipynb ├── Bayesian Non-Parametrics.ipynb ├── Bayesian likelihood of normal distribution.ipynb ├── Bayesian updating of probability distributions.ipynb ├── Discovering the Dirichlet.ipynb ├── Doing Bayesian Data Analysis Week 1.ipynb ├── Exploration in Bayesian Non-Parametric Analysis.ipynb ├── Exploring PyMC3 with Bayesian Regression.ipynb ├── Finding a sample size for your split test.ipynb ├── Mow Our Lawn TSP.ipynb ├── Naive Inference.ipynb ├── Predicting Divvy bike availability with MRJob and Python.ipynb ├── PuLP Shopping with a Data Scientist.ipynb ├── PyDataNYC.ipynb ├── PyDataNYC2017.ipynb ├── Slow testing with no control.ipynb ├── Think Bayes Study Time- Bayesian Estimation.ipynb ├── Understanding Multi-Armed Bandit Algorithms.ipynb ├── Visualizing predictions of Divvy bike availability.ipynb └── 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