Introduction to Discrete Mathematics for Computer Science Specialization

所在平台: Coursera专项课程

课程类别: 计算机科学

大学或机构: CourseraNew

课程主页: https://www.coursera.org/specializations/discrete-mathematics

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课程简介

课程名称:计算机科学专业的离散数学简介 课程概述: 离散数学在计算机科学中是必不可少的,帮助学员识别所使用对象中的数学结构,并理解其属性。这一能力对软件工程师、数据科学家、安全与财务分析师尤为重要,因此数学谜题经常被应用于面试中。课程涵盖了组合数学、图论、概率和数论等基本概念及其结果,这些是普遍必需的知识。为了帮助学习者掌握离散数学的技术和思想,我们特别设计了一系列互动拼图。同时,为了让学习体验更贴近IT应用,我们在课程中结合了编程示例、问题和项目。 课程大纲: 1. 数学思维在计算机科学中的重要性 - 课程链接: [点击这里](https://www.coursera.org/learn/what-is-a-proof) 2. 组合和概率 - 课程链接: [点击这里](https://www.coursera.org/learn/combinatorics) 3. 图论入门 - 课程链接: [点击这里](https://www.coursera.org/learn/graphs) 4. 数论与密码学 - 课程链接: [点击这里](https://www.coursera.org/learn/number-theory-cryptography) 5. 配送问题 - 课程链接: [点击这里](https://www.coursera.org/learn/delivery-problem) 此课程为学习计算机科学的基础知识提供了坚实的数学基础,适合希望提升自己在IT领域能力的学习者。

课程大纲

Course Link: https://www.coursera.org/learn/what-is-a-proof

Name:Mathematical Thinking in Computer Science

Description:Offered by University of California San Diego. Mathematical thinking is crucial in all areas of computer science: algorithms, ... Enroll for free.

Course Link: https://www.coursera.org/learn/combinatorics

Name:Combinatorics and Probability

Description:Offered by University of California San Diego. Counting is one of the basic mathematically related tasks we encounter on a day to day basis. ... Enroll for free.

Course Link: https://www.coursera.org/learn/graphs

Name:Introduction to Graph Theory

Description:Offered by University of California San Diego. We invite you to a fascinating journey into Graph Theory — an area which connects the ... Enroll for free.

Course Link: https://www.coursera.org/learn/number-theory-cryptography

Name:Number Theory and Cryptography

Description:Offered by University of California San Diego. A prominent expert in the number theory Godfrey Hardy described it in the beginning of 20th ... Enroll for free.

Course Link: https://www.coursera.org/learn/delivery-problem

Name:Delivery Problem

Description:Offered by University of California San Diego. In this online course we’ll implement (in Python) together efficient programs for a problem ... Enroll for free.

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课程详情

Discrete Math is needed to see mathematical structures in the object you work with, and understand their properties. This ability is important for software engineers, data scientists, security and financial analysts (it is not a coincidence that math puzzles are often used for interviews). We cover the basic notions and results (combinatorics, graphs, probability, number theory) that are universally needed. To deliver techniques and ideas in discrete mathematics to the learner we extensively use interactive puzzles specially created for this specialization. To bring the learners experience closer to IT-applications we incorporate programming examples, problems and projects in our courses.

计算机科学专业的离散数学简介:需要离散数学才能查看所使用对象中的数学结构并了解其属性。对于软件工程师,数据科学家,安全性和财务分析师而言,这种能力非常重要(数学谜题经常用于面试并不是巧合)。我们介绍了普遍需要的基本概念和结果(组合,图形,概率,数论)。为了向学习者提供离散数学中的技术和思想,我们广泛使用了专门为此专业创建的交互式拼图。为了使学习者更接近IT应用程序,我们在课程中结合了编程示例,问题和项目。

课程标签

离散数学 离散数学公开课 离散数学课程 数学 数学基础 计算机科学

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