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The article represents top 5 free online courses on algorithms developers may want to keep handy in order to get themselves stronger in data structure and algorithm concepts. I wanted to compile these links primarily because as a developer I always wanted to find out some of the great web pages/documents on the internet which could help me get stronger in data structure and algorithm. Hope the list below helps you to get up and running with algorithms.
- Algorithms, Part 1
- Algorithms, Part 2
- Introduction to Algorithms: This is an undergraduate course which is made open as part of open course ware initiative at MIT. This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems. The course emphasizes the relationship between algorithms and programming, and introduces basic performance measures and analysis techniques for these problems.
- Advanced Data Structures
- Advanced Algorithms
- ROC Curve & AUC Explained with Python Examples - August 28, 2024
- Accuracy, Precision, Recall & F1-Score – Python Examples - August 28, 2024
- Logistic Regression in Machine Learning: Python Example - August 26, 2024
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