Description
About the Author
This e-book is authored by Dr. John Smith, a computer science professor with over 15 years of teaching experience. He holds a Ph.D in Computer Science from MIT and specializes in algorithms and data structures.
Master the essential data structures and algorithms to build efficient, scalable software in any programming language. This hands-on eBook takes a practical approach to learning key computer science concepts.
Learn how to:
- Implement core data structures like arrays, stacks, queues, linked lists, trees, graphs and hash tables.
- Understand how fundamental algorithms work like sorting, searching, recursion and traversal.
- Analyze and compare algorithm efficiency using Big-O notation.
- Select the right data structure and algorithm for different problems.
- Apply common techniques like divide-and-conquer and dynamic programming to solve challenging problems.
What’s Inside:
- Linear structures including arrays, linked lists, stacks and queues
- Nonlinear structures like trees, heaps and graphs
- Sorting algorithms like quicksort, mergesort and bucket sort
- Search algorithms including binary search, DFS, BFS and hashing
- How recursion works and when to use it
- Key graph algorithms like Dijkstra and A* search
Key Benefits:
- Build a strong CS foundation to power through coding interviews
- Deepen your understanding of how programs and data work under the hood
- Improve your ability to analyze and optimize for performance goals
- Write cleaner, scalable and maintainable code on any project
Machine Learning for Everyone