Decision Trees: ClassificationExplores decision trees for classification, entropy, information gain, one-hot encoding, hyperparameter optimization, and random forests.
Python Programming BasicsCovers the basics of Python programming, focusing on flow control structures, interactive mode, script mode, and variables.
Boolean Types and Control StructuresExplores boolean types, logical operators, and control structures in Python, emphasizing the evaluation of expressions and the use of relational operators.
Python Programming BasicsIntroduces Python programming basics, covering variables, methods, conditions, loops, and boolean logic.