Basics
Variables, Math and Functions Conditionals (IFs) Loops (For/While) Lists / Vetcors Tuples / Dictionaries Matrix Financial Functions
Statistics
Intro to Coding Descriptive Stats Probability Hypothesis Test
Data Analysis
DataFrames and Summarizations Graphs (dates)& Altair HTML and Scraping Databases Statistical Analysis Maps
AI/ML
Linear Regression KNN Logistic Reg. Naive Bayes Decision Tree Apriori KMeans Neural Networks ARIMA Prophet Classifiers NLP AutoML