Algorithm Essentials Cookbook for Software Developers in Python
Dive deep into the history, theory, and practical construction of algorithms and data structures with this comprehensive and highly visual course bundle. Whether you're a beginner looking to build strong fundamentals or an experienced coder wanting to reinforce your understanding, this unique learning experience brings core CS concepts to life—through time and code.
This course includes.
Curriculum & lectures.
+ 01a Introduction to Algorithms and Data Structures 3 lectures Preview
+ 01b Array Data Structure 3 lectures
+ 01c Linked List Data Structure 3 lectures
+ 01d History of Linear Data Structures Used in Algorithms - Slides 5 lectures
+ 01e Tree Data Structure 3 lectures
+ 01f Hash Table Data Structure 4 lectures
+ 01g Graph Data Structure 4 lectures
+ 01h History of Algorithms 8 lectures
+ 01i Build and Visualize Greedy Search of Grid in JavaScript 3 lectures
+ 02 Build Examples of Big O Time Complexity Algorithms in Godot C# 9 lectures
+ 03 Big O Space Complexity Algorithms in Godot C# 15 lectures
About this course.
✅ Understand what algorithms and data structures are—and why they’re essential in modern computing
✅ Explore the evolution of core structures: arrays, linked lists, stacks, queues, matrices, heaps, sets, trees, hash tables, and graphs
✅ Visualize each structure with hands-on coding projects in JavaScript
✅ Learn how to build, manipulate, and traverse data structures with interactive logic
✅ Follow the development of algorithmic paradigms—search, sort, divide and conquer, greedy methods, dynamic programming, and shortest path algorithms
✅ Build interactive grids, visualize shortest path logic, and simulate greedy search in real-time
✅ Master Big O, Big Omega, and Big Theta notation—evaluate and code time complexity from constant to factorial
✅ Understand and implement space complexity, complete with matching code walkthroughs
✅ Apply theory directly with algorithm builds at every complexity level!
💻 Practice coding with built-in tests, get instant results, and enjoy unlimited access to source files and quizzes.
If you're ready to truly understand how algorithms and data structures evolved—and how to implement them from scratch—this is your definitive, hands-on guide. Enroll now and bring computer science history to life through JavaScript.
Taught by people who ship.
Team Mammoth
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
Ready to start building?
Dive deep into the history, theory, and practical construction of algorithms and data structures with this comprehensive and highly visual course bundle. Whether you're a beginner looking to build strong fundamentals or an experienced coder wanting to reinforce your understanding, this unique learning experience brings core CS concepts to life—through time and code.