_Python

Intro to Programming

^{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}
^ANOVA

Data Analysis

^{Summarization and Graphs (EDA)}
^{Statistical Analysis}
^{Object Oriented Programming}
^{Data Visualization with Streamlit}
^{Data Cleaning}

AI/ML

^{Algebra Linear}
^{Linear Regression}
^{Logistic Reg.}
^SVM
^{Decision Tree}
^{Random Forest}
^Apriori
^KMeans
^PCA
^KNN
^{Naive Bayes}
^{Neural Networks}
^ARIMA
^Prophet
^Classifiers
^NLP
^AutoML

Reinforcement Learning

^Introduction
^{RL Optimization}
^{Gym Library}

Miscellaneous

^Maps
^{HTML and Scraping}
^Databases
^{ASync Programming}