50 Algorithms Every Programmer Should Know

Table of Contents

1. Core Algorithms
2. Data Structures
3. Sorting and Searching Algorithms
4. Designing Algorithms
5. Graph Algorithms
6. Unsupervised Machine Learning Algorithms
7. Supervised Learning Algorithms
8. Neural Network Algorithms
9. Natural Language Processing
10. Sequential Models
11. Advanced Machine Learning Models
12. Recommendation Engines
13. Algorithmic Strategies for Data Handling
14. Large-Scale Algorithms
15. Evaluating Algorithmic Solutions
16. Practical Considerations