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Channel: Introduction to Computer Science and Programming Online Course, year, MIT
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Showing 24 articles in the latest snapshot of channel 9847463
Channel Details:
Title: Introduction to Computer Science and Programming Online Course, year, MIT
Channel Number: 9847463
Language: English
Registered On: March 29, 2013, 6:35 am
Number of Articles: 24
Latest Snapshot: September 19, 2014, 12:55 pm
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Description: Introduction, Operators and operands; statements; branching, conditionals, and iteration,...
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Lecture 24: Course overview; what do computer scientists do?
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Lecture 23: Stock market simulation
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Lecture 22: Normal, uniform, and exponential distributions; misuse of statistics
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Lecture 21: Validating simulation results, curve fitting, linear regression
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Lecture 20: Monte Carlo simulations, estimating pi
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Lecture 19: Biased random walks, distributions
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Lecture 18: Presenting simulation results, Pylab, plotting
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Lecture 17: Computational models: random walk simulation
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Lecture 16: Encapsulation, inheritance, shadowing
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Lecture 15: Abstract data types, classes and methods
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Lecture 14: Analysis of knapsack problem, introduction to object-oriented...
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Lecture 13: Dynamic programming: overlapping subproblems, optimal substructure
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Lecture 12: More about debugging, knapsack problem, introduction to dynamic...
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Lecture 11: Testing and debugging
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Lecture 10: Divide and conquer methods, merge sort, exceptions
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Lecture 9: Binary search, bubble and selection sorts
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Lecture 8: Complexity; log, linear, quadratic, exponential algorithms
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Lecture 7: Lists and mutability, dictionaries, pseudocode, introduction to...
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Lecture 6: Bisection methods, Newton/Raphson, introduction to lists
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Lecture 5: Floating point numbers, successive refinement, finding roots
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Lecture 4: Decomposition and abstraction through functions; introduction to...
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Lecture 3: Common code patterns: iterative programs
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Lecture 2: Operators and operands; statements; branching, conditionals, and...
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Lecture 1: Introduction
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