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Programming by Flows: Temperature Conversion
Demonstrates temperature conversion from Fahrenheit to Celsius using Java streams and lambda expressions.
Higher-Order Functions: Lambda
Explores higher-order functions and lambda expressions in Python, showcasing their practical applications and concise syntax.
Python Complement: Numpy, Scipy, Matplotlib
Covers advanced Python topics like numpy operations, scipy linear algebra, and matplotlib for creating figures.
Pen-and-paper session: Lambda Calculus Proofs
Delves into Lambda Calculus proofs, emphasizing structural induction and variable manipulation.
Scopes and Lambdas: Data Science with Python
Covers scopes, lambdas, and pandas in data science with Python, including nested declarations, scoping, assignments, and pandas manipulation.
Type Checking and Reconstruction: Equations and Unification
Delves into type checking, reconstruction, equations, unification, Hindley/Milner system, polymorphism, and principal types.
Lambda Calculus: Syntax and Abstractions
Introduces terms, abstractions, applications, and values in the lambda calculus.
Python Modules and Pandas
Introduces Python modules, scoping, lambdas, and pandas for data manipulation and analysis.
Encoding Recursion as Self-Application
Explores lambda calculus, higher-order functions, and recursive function encoding.
High-Order Functions: Unification Theory
Covers high-order functions, parser, and type checker concepts.