Algorithm Analysis Courses and Certifications

NPTEL;  IIT Kharagpur

Introduction to Algorithms and Analysis

1 rating

Comprehensive exploration of algorithmic concepts, from sorting and analysis to advanced data structures and graph algorithms, emphasizing practical implementation and theoretical foundations.

• YouTube
• 1 day 5 hours
• Self-Paced
• Free Video

Krish Naik

Competitive Programming Data Structures and Algorithms

1 rating

Master data structures and algorithms through competitive programming challenges, covering sorting, searching, stacks, queues, and time complexity analysis.

• YouTube
• 8 hours 32 minutes
• Self-Paced
• Free Video

CS Dojo

A Complete Overview of Quicksort - Data Structures & Algorithms

Comprehensive exploration of quicksort algorithm, covering implementation, time complexity, and optimization techniques for efficient data sorting.

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

Keith Galli

Solving Coding Interview Questions in Python on LeetCode - Easy and Medium Problems

Comprehensive guide to solving eight LeetCode coding problems in Python, covering various algorithms and data structures. Ideal for interview preparation and improving problem-solving skills.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Great Learning

Data Structure and Algorithms in Java

Comprehensive exploration of data structures and algorithms in Java, covering fundamental concepts, implementation, and analysis of various techniques for efficient programming and problem-solving.

• YouTube
• 9 hours 41 minutes
• Self-Paced
• Free Video

Bro Code

Data Structures and Algorithms for Beginners

Comprehensive tutorial covering fundamental data structures and algorithms in Java, from stacks and queues to advanced sorting techniques and tree traversal, with practical implementations and time complexity analysis.

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

The Royal Institution

What Computers Can't Do - With Kevin Buzzard

Explore the P vs NP problem in computer science with mathematician Kevin Buzzard, delving into computational complexity, security implications, and unsolved mathematical challenges.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

TED

How Netflix Changed Entertainment - and Where It's Headed

Reed Hastings discusses Netflix's evolution, innovative culture, content strategy, and recommendation algorithms, while also touching on his philanthropic efforts in education reform.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Kunal Kushwaha

Quick Sort Using Recursion - Theory, Complexity, Code

Comprehensive guide to Quick Sort algorithm, covering theory, implementation, complexity analysis, and comparisons with other sorting methods. Includes code examples and practical insights.

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

Kunal Kushwaha

Merge Sort Using Recursion - Theory, Complexity, Code

Comprehensive exploration of merge sort algorithm, covering theory, recursive implementation, complexity analysis, and in-place sorting approach. Ideal for mastering this efficient sorting technique.

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

Kunal Kushwaha

Binary Search Algorithm - Theory + Code

Comprehensive exploration of binary search algorithm, covering theory, implementation, and comparison with linear search. Includes order-agnostic binary search and practical coding examples.

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

Simple Snippets

Big Oh vs Big Omega vs Big Theta Notations - Asymptotic Analysis of Algorithms with Example

Explore Big O, Omega, and Theta notations for algorithm analysis. Learn their mathematical definitions, practical applications, and differences in measuring best, worst, and average-case time complexities.

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

CodeHelp - by Babbar

Linked List Questions - Reverse in K Group and Check if Circular

Learn to reverse linked lists in K groups and check for circular lists. Gain practical coding skills with step-by-step explanations, algorithms, and complexity analysis for these important data structure operations.

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

CodeHelp - by Babbar

Quick Sort Using Recursion - Day-6 - 10 Day Recursion Challenge

Learn QuickSort algorithm implementation using recursion, including partition logic, code walkthrough, dry run, and time/space complexity analysis.

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

CodeHelp - by Babbar

Merge Sort Using Recursion

Learn to implement merge sort using recursion, including the approach, code, and practical applications. Gain insights into space complexity and solve platform problems.

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