Data Structures and Algorithms (I) from Coursera

By learning this course, you will get a comprehensive grasp of vector and list and the ability to use them in solving real problems. By the end of this course, you will be able to evaluate data structures and algorithms in terms of asymptotic complexity, analyze storage/time complexity of iterative/recursive algorithms, implement

vector and list, understand/implement basic sorting algorithms such as Bubblesort, Insertionsort, and Selectionsort, understand/implement search algorithms such as Binary Search, Fibonacci Search, and Interpolation Search, use vector and list in problem-solving.

通过学习本课程，你将得到向量和列表的全面理解以及使用向量和列表解决实际问题的能力。在本课程结束时，你将能够根据渐进复杂度评估数据结构和算法，分析迭代/递归算法的空间/时间复杂度，实现向量和列表，了解/实现基本排序算法（例如冒泡排序、插入排序和选择排序），理解/实现搜索算法（例如二分搜索、斐波那契搜索和插值搜索），使用向量和列表解决问题。

What's inside

Syllabus

第零章

第一章绪论（上）

本章内容为：绪论

第一章绪论（下）

第二章向量（上）

本章内容为：向量

第二章向量（下）

第三章列表

本章内容为：列表

编程作业

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

核心技能需要深入学习

可满足不同的水平需求

教授了企业中使用广泛的向量和列表操作

导师在该领域颇有建树

教学内容覆盖了该领域重要的基础知识

具备很强的实践指导性

Reviews summary

Subject matter well taught

This course is recommended for students with a mastery of C and C++ who are looking to improve their understanding of data structures and algorithms. One reviewer noted that the course was taught in Chinese and found it difficult to complete.

In-depth and detailed lectures

"...the video lecture may still require someone to know Chinese well, but the quizzes and problem sets are worth trying for anyone who know basic English :)"

Difficult to Understand

"Other than that, a very enjoyable course to help me better understand Data Structures and Algorithms!"

Materials are in Chinese

"should mention upfront it's in Chinese"

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Data Structures and Algorithms (I) with these activities:

了解向量和列表基础知识

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回顾该课程要求的基本编程技能将有助于理解数据结构和算法。

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复习列表和向量的定义和特性
练习使用列表和向量进行基本操作（例如添加、删除和访问元素）

探索向量和列表的实现

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深入了解数据结构的实现细节将提高您对它们的工作原理的理解。

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查找有关向量和列表实现的在线教程或文档
仔细阅读并理解实现细节，例如内存管理和算法
尝试实现您自己版本的向量或列表，以巩固您的理解

练习向量和列表操作

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通过解决练习题来强化您的向量和列表技能。

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寻找在线题目库或练习册，其中包含向量和列表操作问题
定期练习解决问题，专注于提高准确性和效率
分析您的错误并从中吸取教训，以提高您的理解

One other activity

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使用向量和列表解决实际问题

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应用您的数据结构知识来解决现实世界的挑战，将极大地提高您的理解和技能。

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确定一个实际问题，可以用向量和列表来解决
设计和实现一个程序，利用向量和列表来解决该问题
测试和调整您的程序，以获得最佳性能和准确性
展示您的解决方案，突出向量和列表如何帮助您有效地解决问题

Career center

Learners who complete Data Structures and Algorithms (I) will develop knowledge and skills that may be useful to these careers:

Algorithm Engineer

An Algorithm Engineer designs and analyzes algorithms to solve complex problems. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and analyzing efficient algorithms. The course also covers topics such as sorting and searching algorithms, which are commonly used in algorithm engineering.

See salaries and explore the career path for Algorithm Engineer

Computer Scientist

A Computer Scientist researches and develops new computer technologies and applications. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for developing new computer technologies and applications. The course also covers topics such as sorting and searching algorithms, which are commonly used in computer science research.

See salaries and explore the career path for Computer Scientist

Data Engineer

A Data Engineer designs and builds data pipelines and systems to store, manage, and analyze data. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and developing efficient data pipelines and systems. The course also covers topics such as sorting and searching algorithms, which are commonly used in data engineering.

See salaries and explore the career path for Data Engineer

Machine Learning Engineer

A Machine Learning Engineer designs, develops, and maintains machine learning models. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for developing and implementing these models. The course also covers topics such as sorting and searching algorithms, which are commonly used in machine learning.

See salaries and explore the career path for Machine Learning Engineer

Software Engineer

A Software Engineer designs, develops, and maintains software applications. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and developing efficient software applications. The course also covers topics such as sorting and searching algorithms, which are commonly used in software engineering.

See salaries and explore the career path for Software Engineer

Programmer

A Programmer writes and maintains computer programs. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and developing efficient computer programs. The course also covers topics such as sorting and searching algorithms, which are commonly used in programming.

See salaries and explore the career path for Programmer

Database Administrator

A Database Administrator designs, builds, and maintains databases. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and developing efficient databases. The course also covers topics such as sorting and searching algorithms, which are commonly used in database administration.

See salaries and explore the career path for Database Administrator

Web Developer

A Web Developer designs and develops websites and web applications. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and developing efficient web applications. The course also covers topics such as sorting and searching algorithms, which are commonly used in web development.

See salaries and explore the career path for Web Developer

Quantitative Analyst

A Quantitative Analyst develops and applies mathematical models to analyze financial data and make investment decisions. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for developing and implementing these models. The course also covers topics such as sorting and searching algorithms, which are commonly used in quantitative analysis.

See salaries and explore the career path for Quantitative Analyst

Data Scientist

A Data Scientist uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for managing and analyzing large datasets. The course also covers topics such as sorting and searching algorithms, which are commonly used in data science.

See salaries and explore the career path for Data Scientist

Statistician

A Statistician collects, analyzes, interprets, and presents data to help businesses make informed decisions. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for managing and analyzing statistical data. The course also covers topics such as sorting and searching algorithms, which are commonly used in statistics.

See salaries and explore the career path for Statistician

Data Analyst

A Data Analyst collects, analyzes, interprets, and presents data in order to help businesses make informed decisions. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for managing and analyzing large datasets. The course also covers topics such as sorting and searching algorithms, which are commonly used in data analysis.

See salaries and explore the career path for Data Analyst

Software Developer

A Software Developer designs, builds, and maintains computer software applications, which can include both functional and visual design elements. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for designing and developing efficient software applications. The course also covers topics such as sorting and searching algorithms, which are commonly used in software development.

See salaries and explore the career path for Software Developer

Researcher

A Researcher designs and conducts studies to investigate new theories or solve problems. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for managing and analyzing research data. The course also covers topics such as sorting and searching algorithms, which are commonly used in research.

See salaries and explore the career path for Researcher

Business Analyst

A Business Analyst gathers, analyzes, and interprets data to help businesses make informed decisions. This course may be useful as it helps build a foundation in data structures and algorithms, which are essential for managing and analyzing large datasets. The course also covers topics such as sorting and searching algorithms, which are commonly used in business analysis.

See salaries and explore the career path for Business Analyst