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Introduction to Computer Science and Programming
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Manage series 1264067
24 episode
Seri yang sudah diarsipkan ("Feed tidak aktif" status)
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This feed was archived on November 17, 2021 19:10 (
Why? Feed tidak aktif status. Server kami tidak mendapatkan feed podcast yang valid secara terus-menerus.
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Manage series 1264067
24 episode
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1 Lecture 10: Divide and conquer methods, merge sort, exceptions 46:18


1 Lecture 03: Common code patterns: iterative programs 50:59


1 Lecture 23: Stock market simulation 51:09


1 Lecture 24: Course overview; what do computer scientists do? 42:47


1 Lecture 22: Normal, uniform, and exponential distributions; misuse of statistics 50:49


1 Lecture 21: Validating simulation results, curve fitting, linear regression 53:47


1 Lecture 19: Biased random walks, distributions 49:53


1 Lecture 20: Monte Carlo simulations, estimating pi 47:54


1 Lecture 18: Presenting simulation results, Pylab, plotting 52:53


1 Lecture 17: Computational models: random walk simulation 49:23


1 Lecture 16: Encapsulation, inheritance, shadowing 50:22


1 Lecture 15: Abstract data types, classes and methods 50:24


1 Lecture 13: Dynamic programming: overlapping subproblems, optimal substructure 48:55


1 Lecture 09: Binary search, bubble and selection sorts 47:30


1 Lecture 08: Complexity; log, linear, quadratic, exponential algorithms 50:03


1 Lecture 14: Analysis of knapsack problem, introduction to object-oriented programming 50:33


1 Lecture 12: More about debugging, knapsack problem, introduction to dynamic programming 49:46


1 Lecture 07: Lists and mutability, dictionaries, pseudocode, introduction to efficiency 46:22


1 Lecture 11: Testing and debugging 48:59


1 Lecture 02: Operators and operands; statements; branching, conditionals, and iteration 50:49


1 Lecture 06: Bisection methods, Newton/Raphson, introduction to lists 50:11


1 Lecture 05: Floating point numbers, successive refinement, finding roots 44:12


1 Lecture 04: Decomposition and abstraction through functions; introduction to recursion 51:27


1 Lecture 01: Goals of the course; what is computation; introduction to data types, operators, and variables 53:30
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