Book

40 Algorithms Every Programmer Should Know

Algorithms play an important role in both the science and practice of computing. To optimally use algorithms, a deeper understanding of their logic and mathematics is essential. Beyond traditional computing, the ability to apply these algorithms to solve real-world problems is a necessary skill, and this is what this book focuses on.

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Difficulty Level
Intermediate
Completion Time
12h44m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 12h44m total length

1. Overview of Algorithms
2. Data Structures used in Algorithms
3. Sorting and Searching Algorithms
4. Designing Algorithms
5. Graph Algorithms
6. Unsupervised Machine Learning Algorithms
7. Traditional Supervised Learning Algorithms
8. Neural Network Algorithms
9. Algorithms for Natural Language Processing
10. Recommendation Engines
11. Data Algorithms
12. Cryptography
13. Large Scale Algorithms
14. Practical Considerations

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