Programming assignments. There is one Java programming assignment per week. Some of the programming assignments require that you implement a data structure or algorithm from scratch; others require that you apply a data structure or algorithm to solve a problem from science, commerce, or recreation....
For each algorithm you develop and implement, we designed multiple tests to check its correctness and running time — you will have to debug your programs without even knowing what these tests are! It may sound difficult, but we believe it is the only way to truly understand how the ...
-Algorithms, Part I -Machine Learning -Cryptography -Neural Networks for Machine Learning Even that quantum mechanics course, which i have mentioned, contains lectures about quantum algorithms: Quantum Fourier Transform, Shor's factoring algorithm, et cetera. And remember, knowledge is power....
Week 5: Dijkstra's shortest-path algorithm. Introduction to data structures. Heaps and applications. Week 6: Further data structures. Hash tables and applications. Balanced binary search trees. There is asecond part of this courseas well which covers greedy algorithms, dynamic programming and NP h...
Module 1 This module introduces the basics of linear programs and shows how some algorithm problems (such as the network flow problem) can be posed as a linear program. We will provide hands-on tutorials on how to pose and solve a linear programming problem in Python. Finally, we will prov...
These lectures review fundamental concepts in linear programming, including the infamous simplex algorithm, simplex tableau, and duality. . WEEK 6 Mixed Integer Programming Mixed Integer Programming generalizes linear programming by allowing integer variables, which dramatically changes the complexity of the ...
Each course features a series of video lectures, readings and quizzes. There are also several Projects such as writing a sorting algorithm and writing a program to use Monte Carlo simulation for calculating poker hand probabilities. Level : Beginner ...
Explain how the memory-based collaborative filtering algorithm works. Key Phrases/Concepts Keep your eyes open for the following key terms or phrases as you complete the readings and interact with the lectures. These topics will help you better understand the content in this module. ...
同样Coursera主页已经消失，新课程平台已经启动：https://www.coursera.org/learn/algorithm-design-analysis...
The lectures were excellent, with clear and easy to follow algorithm development and proofs. At six weeks, it was one week longer than part 1, and I found it quite a bit harder than part 1. Here’s more on each part. Continue reading → 8 Comments Posted in Learning, Programming ...