mit python 公开课_Lecture1.6-Introduction to Python-Variables

List of Lecture TopicsLecture 1 –Introduction to Python:•Knowledge•Machines•Languages•Types•Variables•Operators and Branching

Lecture 2 –Core elements of programs:•Bindings•Strings•Input/Output•IDEs•Control Flow•Iteration•Guess and Check

Lecture 3 –Simple Programs:•Approximate Solutions•Bisection Search•Floats and Fractions•Newton-Raphson

Lecture 4 –Functions:•Decomposition and Abstraction•Functions and Scope•Keyword Arguments•Specifications•Iteration vs Recursion•Inductive Reasoning•Towers of Hanoi•Fibonacci•Recursion on non-numerics•Files

Lecture 5 –Tuples and Lists:•Tuples•Lists•List Operations•Mutation, Aliasing, Cloning

Lecture 6 –Dictionaries:•Functions as Objects•Dictionaries•Example with a Dictionary•Fibonacci and Dictionaries•Global Variables

Lecture 7 –Debugging:•Programming Challenges•Classes of Tests•Bugs•Debugging•Debugging Examples

Lecture 8 –Assertions and Exceptions•Assertions•Exceptions•Exception Examples

Lecture 9 –Classes and Inheritance:•Object Oriented Programming•Class Instances•Methods•Classes Examples•Why OOP•Hierarchies•Your Own Types

Lecture 10 –An Extended Example:•Building a Class•Viualizing the Hierarchy•Adding another Class•Using Inherited Methods•Gradebook Example•Generators

Lecture 11 –Computational Complexity:•Program Efficiency•Big Oh Notation•Complexity Classes•Analyzing Complexity

Lecture 12 –Searching and Sorting Algorithms:

•Indirection•Linear Search•Bisection Search•Bogo and Bubble Sort•Selection Sort•Merge Sort

Lecture 13 –Visualization of Data:•Visualizing Results•Overlapping Displays•Adding More Documentation•Changing Data Display•An Example

Lecture 14 –Summary

最后

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