Algorithms and Data Structures Courses and Certifications

NPTEL;  IIT Bombay

Design and Analysis of Algorithms

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

Data Structures Playlist

Comprehensive playlist covering essential data structures, from arrays to advanced trees, with implementation details and algorithmic applications.

• YouTube
• 9 hours
• Self-Paced
• Free Video

Data Structures Tutorial Videos

Comprehensive video series covering fundamental data structures and algorithms, including stacks, linked lists, queues, trees, and sorting techniques, with practical implementations in C and Java.

• YouTube
• 10 hours
• Self-Paced
• Free Video

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The Fast Fourier Transform - Most Ingenious Algorithm Ever?

Explore the Fast Fourier Transform algorithm through polynomial multiplication, discovering its efficiency in converting between coefficient and value representations for complex calculations.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

DataStructures and Algorithms:Zero to Hero

442 ratings at Udemy

Comprehensive guide to essential data structures and algorithms, covering linked lists, stacks, queues, trees, graphs, and hashing for efficient data organization and manipulation.

• Udemy
• 1 hour 55 minutes
• Self-Paced
• Free Online Course

Blind 75 LeetCode Questions: Ace Algorithms Coding Interview

390 ratings at Udemy

Top 75 LeetCode Data Structures and Algorithms Questions for Coding Interviews. Get a job offer from MAANG company.

• Udemy
• 1 day 3 hours 2 minutes
• Self-Paced
• Paid Course

Practical Data Structures & Algorithms in Java + HW

5672 ratings at Udemy

Go from zero to hero in the most important algorithms and data structures using Java

• Udemy
• 13 hours 44 minutes
• Self-Paced
• Paid Course

Introduction to Data Structures

348 ratings at Udemy

Learn the basic concepts of data structure in easy way

• Udemy
• 1 hour 10 minutes
• Self-Paced
• Free Online Course

Algorithms for Job Interviews and Competitive Programming

284 ratings at Udemy

Quickly understand the most important Algorithms and learn how to use them to solve real Programming Problems.

• Udemy
• 1 hour 28 minutes
• Self-Paced
• Paid Course

Introduction to Data Structures & Algorithms in Java

3537 ratings at Udemy

Designed to help understand the fundamentals of DS & Algorithms really well. A must have for programming interviews.

• Udemy
• 5 hours 5 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms Bootcamp

3220 ratings at Udemy

How to ace your Silicon Valley style coding interview

• Udemy
• 6 hours 36 minutes
• Self-Paced
• Paid Course

Complete guide to Modern Mathematical Optimization in GAMS

228 ratings at Udemy

Learn to model and solve various optimization problems using GAMS, from installation to advanced techniques like multi-objective optimization and conditional statements. Suitable for beginners and experienced users alike.

• Udemy
• 2 hours 56 minutes
• Self-Paced
• Paid Course

The Road To Dynamic Programming: Java, JavaScript, & Python

221 ratings at Udemy

Recursion, Memoization, and Tabulation in Dynamic Programming

• Udemy
• 5 hours 32 minutes
• Self-Paced
• Paid Course

Recursion and Backtracking (Memoization, D&C, Combinations)

213 ratings at Udemy

Algorithm Design Techniques, Backtracking, Divide and Conquer, Memoization, N-queen Problem

• Udemy
• 1 hour 40 minutes
• Self-Paced
• Paid Course

Intro to Theoretical Computer Science

6 ratings at Udacity

Learn the basic concepts in theoretical computer science. Discover what they imply for solving tough computational challenges.

• Udacity
• 13 hours
• Self-Paced
• Free Online Course