2024-10-01 Open Course: Introduction to CS and Programming using Python
https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/
Notes
Materials by Lecture
Lecture 1: Introduction
Lecture 2: Strings, Input/Output, Branching
Lecture 3: Iteration
Lecture 4: Loops over Strings, Guess-and-Check, Binary
Lecture 5: Floats and Approximation Methods
Lecture 6: Bisection Search
Lecture 7: Decomposition, Abstraction, Functions
Lecture 8: Functions as Objects
Lecture 9: Lambda Functions, Tuples, and Lists
Lecture 10: Lists, Mutability
Lecture 11: Aliasing, Cloning
Lecture 12: List Comprehension, Functions as Objects, Testing, Debugging
Lecture 13: Exceptions, Assertions
Lecture 14: Dictionaries
Lecture 15: Recursion
Lecture 16: Recursion on Non-Numerics
Lecture 17: Python Classes
Lecture 18: More Python Class Methods
Lecture 19: Inheritance
Lecture 20: Fitness Tracker Object-Oriented Programming Example
Lecture 21: Timing Programs, Counting Operations
Lecture 22: Big Oh and Theta
Lecture 23: Complexity Classes Examples
Lecture 24: Sorting Algorithms
Lecture 25: Plotting
Lecture 26: List Access, Hashing, Simulations, and Wrap-Up
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