Algorithms and Data Structures Learning Path

Algorithms and Data Structures is a MicroMasters designed by edX. It consists of eight courses and can be completed in nine months with 9 hours of learning content .

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Description

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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Included Courses

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

6 weeks, 9 hours/week

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

6 weeks, 9 hours/week

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

6 weeks, 9 hours/week

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

3 weeks, 9 hours/week

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

4 weeks, 9 hours/week

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

4 weeks, 9 hours/week

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

3 weeks, 9 hours/week

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

4 weeks, 9 hours/week

Intermediate
Algorithms Big Data Data Sets Optimization