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Functional Programming Basics in ScalaCovers the basics of functional programming in Scala, including evaluation strategies, conditionals, and value definitions, with a focus on computing square roots with Newton's method.
Python Programming BasicsCovers the basics of Python programming, including input/output operations, loops, and conditional statements.
Conditional Statements & Graph TheoryCovers conditional statements and graph theory, including proof techniques and concepts related to graphs, paths, connectivity, and gossip protocols.
Inference and Mixed ModelsCovers point estimation, confidence intervals, and hypothesis testing for smooth functions using mixed models and spline smoothing.