Cover image of OCW Scholar: Introduction to Computer Science and Programming

OCW Scholar: Introduction to Computer Science and Programming

OCW Scholar: Introduction to Computer Science and Programming

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Recitation 10: Introduction to Dynamic Programming

Recitation 10: Introduction to Dynamic Programming

In this recitation, the class wraps up with dynamic programming and specifically the technique of memoization. Many code... Read more

17 Jun 2015

38mins

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Optional Recitation: Algorithm Complexity and Class Review

Optional Recitation: Algorithm Complexity and Class Review

This optional recitation reviews algorithm complexity and object-oriented programming in great detail with a focus on bi... Read more

17 Jun 2015

42mins

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Quiz 2 Review Session

Quiz 2 Review Session

In this review session the solution to practice quiz 2 are presented in detail, and the main topics of unit 2 (on the qu... Read more

17 Jun 2015

2hr 4mins

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Recitation 9: Directed and Undirected Node Graphs

Recitation 9: Directed and Undirected Node Graphs

This recitation reviews the details of directed and undirected node graphs as well as explaining the difference between ... Read more

17 Jun 2015

49mins

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Recitation 8: Hierarchical and k-means Clustering

Recitation 8: Hierarchical and k-means Clustering

This recitation reviews hierarchical and kmeans clustering in great detail with many different code examples. It also di... Read more

17 Jun 2015

50mins

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Recitation 6: Probability and Statistics

Recitation 6: Probability and Statistics

This recitation video covers some basic probability and statistics, as well as simulation methods for estimating unknown... Read more

17 Jun 2015

53mins

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Recitation 7: Distributions, Monte Carlo, and Regressions

Recitation 7: Distributions, Monte Carlo, and Regressions

This recitation discusses different types of data distributions, Monte Carlo simulations and data curve regressions in g... Read more

17 Jun 2015

47mins

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Recitation 5: Quiz 1 Answers and Object-Oriented Programming

Recitation 5: Quiz 1 Answers and Object-Oriented Programming

This recitation goes over the answers to Quiz 1 and introduces object-oriented programming (classes) in comparison to ty... Read more

17 Jun 2015

53mins

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Recitation 3: Lists and their Elements, Sorting, and Recursion

Recitation 3: Lists and their Elements, Sorting, and Recursion

This recitation covers lists, list elements, and a discussion of sorting techniques. Introduces recursion, base cases, ... Read more

17 Jun 2015

50mins

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Recitation 4: Recursion, Pseudo code, and Debugging

Recitation 4: Recursion, Pseudo code, and Debugging

This recitation further explains recursion, pseudo code and debugging with several examples. The recitation also talks a... Read more

17 Jun 2015

50mins

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