Advanced Functional Programming Techniques

This advanced course will introduce you to the concept of monads in Python and teach you how to implement and compose them. You will explore the design patterns functors, monads, and their practical usage scenarios.

Lessons and practices

Lesson 1: Introduction to Type Annotations in Python

Annotate the Multiply Function

Annotate the calculate_area Function

Annotate the `print_greeting` Function

Annotate the `square_numbers` Function

Annotate the Boolean Function

Type-Annotated String Filter

Lesson 2: Advanced Typing in Python

Find the First Negative Number Index

Smart Email Filter with Advanced Typing

Implement a Function with Optional[Union]

Filter `None` Values from Dictionary with Advanced Typing

Calculate Statistics with Tuple Return Type

Annotate Function with Callable

Creating a Multiplier Function with Currying and Annotations

Lesson 3: Python Generics

Create a Generic Queue Class

Implement a Generic Container Class

Create a Generic Pair Class

Lesson 4: Functor Design Pattern in Python

Transform Functor for List of Integers

Applying Functor to Transform a 2D Grid in Python

Defining a Filter Functor

RGB Tuple Transform Functor

Lesson 5: Understanding Monads

Creating a ValueWithLogs Class and Functions

Implementing Functor Transform for ValueWithLogs

Implementing the Join and Mbind Methods for Monad

Interested in this course? Learn and practice with Cosmo!

Practice is how you turn knowledge into actual skills.