50 Algorithms Every Programmer Should Know
Tackle computer science challenges with classic to modern algorithms in machine learning, software design, data systems, and cryptography
Created by Imran Ahmad
Explore essential algorithms that power modern computing, from classic problem-solving techniques to advanced machine learning and cryptography. Gain practical experience applying algorithms to real-world challenges and deepen your understanding of how they work under the hood.
Packt | Sep 2023 | 538 min
What You Will Learn
You will start by exploring foundational algorithm concepts and gradually move into hands-on examples that show how to apply them in practice. Real-world scenarios and case studies help you connect theory to application, while clear explanations of logic and mathematics ensure you understand how each algorithm works.
Key Features
- Develop skills to select and implement the right algorithm for real-world tasks
- Understand deep learning models and modern approaches used in AI and LLMs
- Learn to optimize code with efficient data structures and parallel processing techniques
Target Audience
Ideal for programmers and developers with intermediate Python skills who want to write more efficient code and solve complex problems. Whether you are looking to strengthen your grasp of core algorithms or explore the latest advances in machine learning and data science, you will find practical value here.
