MIT 6.00 Intro to Computer Science Programming Online Course Video Lectures

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MIT 6.00 Intro to Computer Science Programming Online Course Video Lectures (Size: 8.53 GB)
 Lec 1 MIT 6.00 Introduction to Computer Science and Programming. Fall...386.47 MB
 Lec 10 MIT 6.00 Introduction to Computer Science and Programming. Fall...340.48 MB
 Lec 11 MIT 6.00 Introduction to Computer Science and Programming. Fall...361.86 MB
 Lec 12 MIT 6.00 Introduction to Computer Science and Programming. Fall...367.85 MB
 Lec 13 MIT 6.00 Introduction to Computer Science and Programming. Fall...361.54 MB
 Lec 14 MIT 6.00 Introduction to Computer Science and Programming. Fall...373.59 MB
 Lec 15 MIT 6.00 Introduction to Computer Science and Programming. Fall...369.51 MB
 Lec 16 MIT 6.00 Introduction to Computer Science and Programming. Fall...370.97 MB
 Lec 17 MIT 6.00 Introduction to Computer Science and Programming. Fall...364.89 MB
 Lec 18 MIT 6.00 Introduction to Computer Science and Programming. Fall...390.87 MB
 Lec 19 MIT 6.00 Introduction to Computer Science and Programming. Fall...368.58 MB
 Lec 2 MIT 6.00 Introduction to Computer Science and Programming. Fall...367.75 MB
 Lec 20 MIT 6.00 Introduction to Computer Science and Programming. Fall...353.98 MB
 Lec 21 MIT 6.00 Introduction to Computer Science and Programming. Fall...397.43 MB
 Lec 22 MIT 6.00 Introduction to Computer Science and Programming. Fall...375.57 MB
 Lec 23 MIT 6.00 Introduction to Computer Science and Programming. Fall...378.01 MB
 Lec 24 MIT 6.00 Introduction to Computer Science and Programming. Fall...316.19 MB
 Lec 3 MIT 6.00 Introduction to Computer Science and Programming. Fall...368.37 MB
 Lec 4 MIT 6.00 Introduction to Computer Science and Programming. Fall...371.58 MB
 Lec 5 MIT 6.00 Introduction to Computer Science and Programming. Fall...326.75 MB
 Lec 6 MIT 6.00 Introduction to Computer Science and Programming. Fall...370.88 MB
 Lec 7 MIT 6.00 Introduction to Computer Science and Programming. Fall...335.04 MB
 Lec 8 MIT 6.00 Introduction to Computer Science and Programming. Fall...361.83 MB
 Lec 9 MIT 6.00 Introduction to Computer Science and Programming. Fall...350.45 MB

Description


Introduction to Computer Science and Programming MIT Course , Fall 2008 , Prof. Eric Grimson



Course Description :
Introduction, Operators and operands; statements; branching, conditionals, and iteration, Decomposition and abstraction through functions;recursion,


LecturesIntroductionOperators and operands; statements; branching, conditionals, and iterationCommon code patterns: iterative programsDecomposition and abstraction through functions; introduction to recursionFloating point numbers, successive refinement, finding rootsBisection methods, Newton/Raphson, introduction to listsLists and mutability, dictionaries, pseudocode, introduction to efficiencyComplexity; log, linear, quadratic, exponential algorithmsBinary search, bubble and selection sortsDivide and conquer methods, merge sort, exceptionsTesting and debuggingMore about debugging, knapsack problem, introduction to dynamic programmingDynamic programming: overlapping subproblems, optimal substructureAnalysis of knapsack problem, introduction to object-oriented programmingAbstract data types, classes and methodsEncapsulation, inheritance, shadowingComputational models: random walk simulationPresenting simulation results, Pylab, plottingBiased random walks, distributionsMonte Carlo simulations, estimating piValidating simulation results, curve fitting, linear regressionNormal, uniform, and exponential distributions; misuse of statisticsStock market simulationCourse overview; what do computer scientists do?


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MIT 6.00 Intro to Computer Science Programming Online Course Video Lectures