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Introduction to Computer Science and Programming
Episodes
Lecture 10: Divide and conquer methods, merge sort, exceptions
Published 08/05/16
Lecture 03: Common code patterns: iterative programs
Published 08/05/16
Lecture 23: Stock market simulation
Published 04/08/15
Lecture 24: Course overview; what do computer scientists do?
Published 04/08/15
Lecture 22: Normal, uniform, and exponential distributions; misuse of statistics
Published 04/08/15
Lecture 21: Validating simulation results, curve fitting, linear regression
Published 04/08/15
Lecture 19: Biased random walks, distributions
Published 04/08/15
Lecture 20: Monte Carlo simulations, estimating pi
Published 04/08/15
Lecture 18: Presenting simulation results, Pylab, plotting
Published 04/08/15
Lecture 17: Computational models: random walk simulation
Published 04/08/15
Lecture 16: Encapsulation, inheritance, shadowing
Published 04/08/15
Lecture 15: Abstract data types, classes and methods
Published 04/08/15
Lecture 13: Dynamic programming: overlapping subproblems, optimal substructure
Published 04/08/15
Lecture 09: Binary search, bubble and selection sorts
Published 04/08/15
Lecture 08: Complexity; log, linear, quadratic, exponential algorithms
Published 04/08/15
Lecture 14: Analysis of knapsack problem, introduction to object-oriented programming
Published 04/08/15
Lecture 12: More about debugging, knapsack problem, introduction to dynamic programming
Published 04/08/15
Lecture 07: Lists and mutability, dictionaries, pseudocode, introduction to efficiency
Published 04/08/15
Lecture 11: Testing and debugging
Published 04/08/15
Lecture 02: Operators and operands; statements; branching, conditionals, and iteration
Published 04/08/15
Lecture 06: Bisection methods, Newton/Raphson, introduction to lists
Published 04/08/15
Lecture 05: Floating point numbers, successive refinement, finding roots
Published 04/08/15
Lecture 04: Decomposition and abstraction through functions; introduction to recursion
Published 04/08/15
Lecture 01: Goals of the course; what is computation; introduction to data types, operators, and variables
Published 04/08/15
Introduction to Computer Science and Programming
Published 08/20/09
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