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Algorithms and Data Structures Learning Path

Algorithms and Data Structures 是由 edX 设计的 微大师。 它由 八 个课程组成 并且可以在 九 个月内完成 有 9 小时的学习内容 .

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描述

该资源使用的语言为英文

This MicroMasters program is a mix of theory and practice: you will learn algorithmic techniques for solving various computational problems through implementing over one hundred algorithmic coding problems in a programming language of your choice.

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包含的课程

edX
University of California, San Diego
Free
1. Algorithmic Design and Techniques

6 星期, 9 小时/星期

中间的
Algorithms Debugging Programming
edX
University of California, San Diego
Free
2. Data Structures Fundamentals

6 星期, 9 小时/星期

中间的
C++ Java Python Algorithms Arrays Decision Trees Programming
edX
University of California, San Diego
Free
3. Graph Algorithms

6 星期, 9 小时/星期

中间的
Algorithms Cluster Analysis Data Visualization Decision Trees
edX
University of California, San Diego
Free
4. NP-Complete Problems

3 星期, 9 小时/星期

中间的
Algorithms
edX
University of California, San Diego
Free
5. String Processing and Pattern Matching Algorithms

4 星期, 9 小时/星期

中间的
Algorithms Arrays Decision Trees
edX
University of California, San Diego
Free
6. Dynamic Programming: Applications In Machine Learning and Genomics

4 星期, 9 小时/星期

中间的
Algorithms Data Modeling Machine Learning Programming
edX
University of California, San Diego
Free
7. Graph Algorithms in Genome Sequencing

3 星期, 9 小时/星期

中间的
Algorithms Decision Trees
edX
University of California, San Diego
Free
8. Algorithms and Data Structures Capstone

4 星期, 9 小时/星期

中间的
Algorithms Big Data Data Sets Optimization