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Algorithmic Thinking (Part 2)

Experienced Computer Scientists analyze and solve computational problems at a level of abstraction that is beyond that of any particular programming language. This two-part class is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to computational problems. In part 2 of this course, we will study advanced algorithmic techniques such as divide-and-conquer and dynamic programming. As the central part of the course, students will implement several algorithms in Python that incorporate these techniques and then use these algorithms to analyze two large real-world data sets. The main focus of these tasks is to understand interaction between the algorithms and the structure of the data sets being analyzed by these algorithms. Once students have completed this class, they will have both the mathematical and programming skills to analyze, design, and program solutions to a wide range of computational problems. While this class will use Python as its vehicle of choice to practice Algorithmic Thinking, the concepts that you will learn in this class transcend any particular programming language.

状态:Theoretical Computer Science
状态:Machine Learning Algorithms
中级课程小时

精选评论

RL

5.0评论日期:Mar 24, 2018

Great class...Luay's lectures and problem sets were a great continuation to what Joe and Scott started. I suppose I will get started on Course 7 shortly.

JO

5.0评论日期:Apr 28, 2018

Excellent class in the series. Even if computational biology is not your thing, the assignments are really interesting, fun and informative.

JB

5.0评论日期:Sep 22, 2016

You cannot get easy answers for homework and it pushes you to think hard.

DB

4.0评论日期:Oct 15, 2023

It is painful to take couple of days to wait for someone \\review applications so that I can move on to next chapter!

KL

5.0评论日期:Nov 16, 2016

This is a challenging course that teaches an invaluable problem solving approach, applicable in many domains.

VK

5.0评论日期:Jul 25, 2018

Course and assignments were very well thought out and informative.

MW

4.0评论日期:Feb 2, 2017

Really like the mix of theory and practical application

AF

5.0评论日期:May 27, 2018

Another fantastic course from the team at Rice - thanks guys!

TY

5.0评论日期:May 12, 2018

Great course!Definitely learned a lot from the process of doing projects

SJ

5.0评论日期:May 26, 2016

Super good, challenging course that forces you to think.

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