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美國cs專業(yè)有哪些核心課程?
上傳時(shí)間: 2021-07-19 12:10:49           瀏覽量: 3436

美國計(jì)算機(jī)科學(xué)CS專業(yè)學(xué)習(xí)的課程非常多,今天呢托普仕Alice老師為大家整理了一些核心課程,比如操作系統(tǒng)、編譯原理、計(jì)算機(jī)網(wǎng)絡(luò)、數(shù)據(jù)結(jié)構(gòu)、算法、數(shù)據(jù)庫和計(jì)算機(jī)體系結(jié)構(gòu)等等,一起來看下吧~

  美國專業(yè)核心課程介紹:

  2.1 Operating system操作系統(tǒng)

  CS 140: Operating Systems (Spring 2020): This class introduces the basic facilities provided by modern operating systems.

  CS 140:操作系統(tǒng)(2020年春季):本課程介紹現(xiàn)代操作系統(tǒng)提供的基本設(shè)施。

  Operating Systems: Three Easy Pieces is a good alternative that’s freely available online. We particularly like the structure and readability of the book, and feel that the exercises are worthwhile.

  2.2 Compiler編譯原理

  The excellent introductory book: Crafting Interpreters

  優(yōu)秀的入門級(jí)課程

  CS143 compilers: Their knowledge generalizes; they are able to understand the operation of a new language more deeply and quickly than those who have merely learned specific languages.

  Compiler Explorer: Compiler Explorer is a handy website that lets you quickly write C code and see its assembly translation.

  2.3 Computer network計(jì)算機(jī)網(wǎng)絡(luò)

  CS 144: Introduction to Computer Networking, Fall 2020

  CS 144:計(jì)算機(jī)網(wǎng)絡(luò)導(dǎo)論,2020年秋季

  Computer Networking: A Top-Down Approach is our favorite book on this topic. The small projects and exercises in the book are well worth doing, and we particularly like the “Wireshark labs”.

微信圖片_20210719120707.jpg

  2.4 Algorithm算法

  DESIGN AND ANALYSIS OF ALGORITHMS: This course will cover the basic approaches and mindsets for analyzing and designing algorithms and data structures. Topics include the following: Worst and average case analysis. Recurrences and asymptotics.

  算法設(shè)計(jì)與分析:本課程將涵蓋分析與設(shè)計(jì)算法與數(shù)據(jù)結(jié)構(gòu)的基本方法與心態(tài)。主題包括以下內(nèi)容:最壞情況和平均情況分析。復(fù)發(fā)和漸近線。

  My preferred approach is to solve problems on Leetcode, some instructions are as follows:

  fucking-algorithm: Crack LeetCode, not only how, but also why.

  LeetCodeAnimation: Demonstrate all the questions on LeetCode in the form of animation.

  labuladong: very friendly for beginners, highly recommend!

  Finally, we strongly recommend How to Solve It as an excellent and unique guide to general problem solving; it’s as applicable to computer science as it is to mathematics

  2.5 Computer/Digital system design/architecture計(jì)算機(jī)/數(shù)字系統(tǒng)設(shè)計(jì)/架構(gòu)

  CS110 Principles of Computer Systems: Principles and practice of engineering of computer software and hardware systems.

  計(jì)算機(jī)系統(tǒng)原理:計(jì)算機(jī)軟硬件系統(tǒng)工程原理與實(shí)踐。

  Topics include: techniques for controlling complexity; strong modularity using client-server design, virtual memory, and threads; networks; atomicity and coordination of parallel activities. Besides, I also recommend to use this book--Computer Systems: A Programmer's Perspective

  2.6 Database數(shù)據(jù)庫

  One paper particularly worth mentioning for new students is “Architecture of a Database System”, which uniquely provides a high-level view of how relational database management systems (RDBMS) work. This will serve as a useful skeleton for further study. And for courses,

  Data Management and Data Systems: This course covers how to use databases in applications, first principles on how to scale for large data sets and how to design good data systems.

  數(shù)據(jù)管理和數(shù)據(jù)系統(tǒng):本課程包括如何在應(yīng)用程序中使用數(shù)據(jù)庫、如何擴(kuò)展大型數(shù)據(jù)集的基本原則以及如何設(shè)計(jì)好的數(shù)據(jù)系統(tǒng)。

  以上就是托普仕留學(xué)介紹的美國cs專業(yè)有哪些核心課程,希望以上內(nèi)容對(duì)同學(xué)們有所幫助,如果想去美國留學(xué),想要咨詢相關(guān)問題,可添加微信:mick5271,或在線咨詢~

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