Dan's Data & Programming Knowledge Base

Hey! I'm Dan Friedman. I built this site to clearly document important concepts I've learned in data, programming, and career advice. There's lots of real-world examples, digestible small code snippets and plentiful visualizations to make learning (hopefully) fun and easy! Enjoy!

Articles

Data Analysis with pandas

Data Wrangling with Pandas
Business Metrics

Data Visualization

Best Practices
Matplotlib Plotting
Pandas Plots

Python

Beginner Concepts
Intermediate Concepts
Beginner Algorithms
Intermediate Algorithms
Advanced Algorithms

Machine Learning

Clustering
Classification

Math

Descriptive Statistics
Inferential Statistics
Distributions
Miscellaneous

Santa Clara University Teaching