Welcome to Your AI Academy Course Repo!
Recently-Added Lecture Material
T-Tests ๐
Z-Tests ๐
Confidence Intervals
Distributions and Sampling
SQL Subqueries and Implementations
SQL Joins and Aggregation
SQL Queries
Pandas Data Cleaning
Aggregating and Combining DataFrames
Data Visualization with Matplotlib
Pandas Dataframes
Data Analysis with CSVs
Recently-Added Supplemental Material
ASA Statement on P-Values ๐
Statistical Tests, P Values, Confidence Intervals & Power ๐
In Defense of P-Values ๐
How to Read a Paper ๐
Design & Aanlysis of Experiments ๐
Pandas Data Profiling
Intro to Pandas
Python Data Manipulation