Python Data Structures, Algorithms & Interview Questions 5+ Hour Video Bundle
Prepare for the most demanding technical interviews at top-tier tech companies. This bundle uses viral visualization techniques to help you master complex data structures and algorithm essentials.
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Skill level
All levels
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Sections
15
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Lectures
71
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Instructor
Team Mammoth
What's inside
This course includes.
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15
Sections
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28
Quizzes
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ Where to go from here! Extra Bundled Course 1 lecture Preview
Extra Reading Lectures
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+ 01a Introduction to Algorithms and Data Structures 3 lectures
00 What Are Algorithms and Why Are They Essential
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01 What is a Data Structure
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Submit a Question/Feedback
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+ 01b Array Data Structure 3 lectures
00 The Evolution of Arrays in Programming
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01 Image Manipulation with Arrays in JavaScript
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+ 01c Linked List Data Structure 3 lectures
00 The Evolution of Linked Lists in Programming
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01 Build and Visualize a Linked List with JavaScript
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+ 01d History of Linear Data Structures Used in Algorithms - Slides 5 lectures
00 The Timeline of Stacks in Computer Science
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01 A Timeline of Queues in Computing
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02 The Evolution of Matrices in Programming
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03 The History of Heaps in Programming
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04 The Advancement of Sets in Computer Science
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+ 01e Tree Data Structure 3 lectures
00 The Development of Trees in Computer Science
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01 Build and Visualize a Tree with JavaScript
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+ 01f Hash Table Data Structure 4 lectures
00 Hash Table Data Structure
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01 Set, Get and Remove from Hash Table
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The History of Hash Tables in Computer Science
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Source Files
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+ 01g Graph Data Structure 4 lectures
00 The Advancement of Graphs in Programming
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01 Build graph in JavaScript
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02 Remove vertex and edge
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Source Files
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+ 01h History of Algorithms 8 lectures
00 How Search Algorithms Developed
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01 Build and Visualize Search with JavaScript - Video
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02 The Chronology of Sort Algorithms
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03 The Progression of Divide and Conquer Algorithms
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04 The Emergence of Dynamic Programming
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05 The Evolution of Greedy Algorithms
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06 A History of Shortest Path Algorithms
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+ 01i Build and Visualize Greedy Search of Grid in JavaScript 3 lectures
00 Build a Grid with JavaScript
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01 Find Shortest Path with Greedy Search Algorithm
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+ 02 Build Examples of Big O Time Complexity Algorithms in Godot C# 9 lectures
01 Build an Algorithm with Constant Time Complexity
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02 Build an Algorithm with Logarithmic Time Complexity
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03 Build an Algorithm with Linear Time Complexity
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04 Build an Algorithm with Linearithmic Time Complexity
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05 Build an Algorithm with Quadratic Time Complexity
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06 Build an Algorithm with Exponential Time Complexity
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07 Build an Algorithm with Factorial Time Complexity
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Evaluate Algorithms with Big O, Big Omega and Big Theta Notations
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Source Files
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+ 03 Big O Space Complexity Algorithms in Godot C# 15 lectures
01a Code an Algorithm with Constant Space Complexity
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01b Understanding O(1) Space Complexity
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02a Code an Algorithm with Logarithmic Space Complexity
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02b Understanding O(log n) Space Complexity
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03a Code an Algorithm with Linear Space Complexity
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03b Understanding O(n) Space Complexity
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04a Code an Algorithm with Linearithmic Space Complexity
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04b Understanding O (n log n) Space Complexity
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05a Code an Algorithm with Quadratic Space Complexity
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05b Understanding Quadratic Space Complexity
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06a Code an Algorithm with Exponential Space Complexity
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06b Understanding Exponential Space Complexity
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07a Code an Algorithm with Factorial Space Complexity
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07b Understanding Factorial Space Complexity
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03 Source Files
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+ Visualized Data Structures and Algorithms - #1 Viral Technique to Master Python - 00 Course Overview 1 lecture
01 Course Overview
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+ 01 Linear Data Structures and Algorithms with Time and Space Complexity 5 lectures
01 Array Or List Data Struct Vis W Time + Space Complex
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02 Linked List Data Struc Vis w Time + Space Complex
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03 Queue Visualized With Time And Space Complexity
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04 Stack Visualized With Time And Space Complexity
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01 Source Code
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+ 02 Non-Linear Data Structures and Algorithms with Time and Space Complexity 4 lectures
01 Hash Table Or Dictionary Visualized With Time And Space Complexity
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02 Binary Tree Visualized With Time And Space Complexity
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03 Graphs Visualized With Time And Space Complexity
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Source Code
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Description
About this course.
You will also get a dedicated guide to cracking machine learning interviews, specifically focused on securing 6-figure salary positions.
► Algorithm Essentials Cookbook for Software Developers
► Visualized Data Structures and Algorithms Mastery
► Crack the Machine Learning Interview with 6-Figure Salary Questions
► Master Complex Logic through Viral Visualization Techniques
► High-Level Python Coding for Software Engineering Excellence
✔️ Lifetime access
✔️ Expert-vetted interview patterns and solutions
Software engineers and computer science students will find this the most efficient way to build a mental map of complex logic. You will walk into your next technical interview with the confidence and clarity needed to solve high level problems on the fly.
Ace your next technical interview today.
Bundled items.
2 courses
Ready to start building?
Prepare for the most demanding technical interviews at top-tier tech companies. This bundle uses viral visualization techniques to help you master complex data structures and algorithm essentials.