6.00SC Introduction to Computer Science and Programming, Spring 2011
37 Lectures ยท Jan 15, 2011
About
This subject is aimed at students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless of their major, to feel justifiably confident of their ability to write small programs that allow them to accomplish useful goals. The class will use the Python programming language.
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Uploaded videos:
Lecture 1: Introduction to 6.00
Oct 29, 2012
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3661 Views
Lecture 2: Core Elements of a Program
Oct 29, 2012
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2528 Views
Lecture 3: Problem Solving
Oct 29, 2012
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2547 Views
Lecture 4: Machine Interpretation of a Program
Oct 29, 2012
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2230 Views
Lecture 5: Objects in Python
Oct 29, 2012
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3532 Views
Lecture 6: Recursion
Oct 29, 2012
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2938 Views
Lecture 7: Debugging
Oct 29, 2012
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2250 Views
Lecture 8: Efficiency and Order of Growth
Oct 29, 2012
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2446 Views
Lecture 9: Memory and Search Methods
Oct 29, 2012
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2264 Views
Lecture 10: Hashing and Classes
Oct 29, 2012
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2277 Views
Lecture 11: OOP and Inheritance
Oct 29, 2012
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4052 Views
Lecture 12: Introduction to Simulation and Random Walks
Oct 29, 2012
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2648 Views
Lecture 13: Some Basic Probability and Plotting Data
Oct 29, 2012
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2299 Views
Lecture 14: Sampling and Monte Carlo Simulation
Oct 29, 2012
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4110 Views
Lecture 15: Statistical Thinking
Oct 29, 2012
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3195 Views
Lecture 16: Using Randomness to Solve Non-random Problems
Oct 29, 2012
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2424 Views
Lecture 17: Curve Fitting
Oct 29, 2012
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2990 Views
Lecture 18: Optimization Problems and Algorithms
Oct 29, 2012
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2735 Views
Lecture 19: More Optimization and Clustering
Oct 29, 2012
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2409 Views
Lecture 20: More Clustering
Oct 29, 2012
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2363 Views
Lecture 21: Using Graphs to Model Problems, Part 1
Oct 29, 2012
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2375 Views
Lecture 22: Using Graphs to Model Problems, Part 2
Oct 29, 2012
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Lecture 23: Dynamic Programming
Oct 29, 2012
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2562 Views
Lecture 24: Avoiding Statistical Fallacies
Oct 29, 2012
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Lecture 25: Queuing Network Models
Oct 29, 2012
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Lecture 26: What Do Computer Scientists Do?
Oct 29, 2012
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2400 Views
Recitations
Recitation 1: Introduction to Coding Concepts
Oct 29, 2012
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2203 Views
Recitation 2: Loops, Tuples, Strings and Functions
Oct 29, 2012
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2201 Views
Recitation 3: Lists and their Elements, Sorting, and Recursion
Oct 29, 2012
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2384 Views
Recitation 4: Recursion, Pseudo code and Debugging
Oct 29, 2012
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2527 Views
Recitation 5: Quiz 1 Answers and Object-Oriented Programming
Oct 29, 2012
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2919 Views
Recitation 6: Probability and Statistics
Oct 29, 2012
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3498 Views
Recitation 7: Distributions, Monte Carlo, and Regressions
Oct 29, 2012
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2374 Views
Recitation 8: Hierarchical and k-means Clustering
Oct 29, 2012
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Recitation 10: Introduction to Dynamic Programming
Oct 29, 2012
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2375 Views
Optional Recitation: Algorithm Complexity and Class Review
Oct 29, 2012
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2660 Views
Quiz 2: Review session
Oct 29, 2012
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2123 Views