Algorithms Courses and Certifications

CppNuts

Array Interview Questions - Data Structures and Algorithms Practice

Master essential array algorithms and data structures through 15 challenging interview problems, from reversing arrays to finding subarrays with given sums.

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

Code With Aarohi

Machine Learning Tutorial - Practical Implementation and Explanation of ML Algorithms

Master machine learning algorithms through hands-on Python implementation, covering regression, classification, clustering, and key concepts like overfitting and PCA.

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

Great Learning

Data Structures and Algorithms in Python for Beginners

Master essential data structures including lists, tuples, sets, dictionaries, queues, linked lists, stacks, graphs, and trees through hands-on Python implementation.

• YouTube
• 13 hours 49 minutes
• Self-Paced
• Free Video

Simple Snippets

Paging and Page Replacement Algorithms in Operating Systems - 2025

Master paging concepts, page faults, and replacement algorithms like FIFO, LRU, and Optimal for effective memory management in operating systems.

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

Neso Academy

Scheduling Algorithms - Shortest Job First

Explore Shortest Job First scheduling algorithm in operating systems, covering non-preemptive and preemptive approaches, average waiting time calculations, and addressing potential issues.

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

Simple Snippets

CPU Scheduling Algorithms - Operating Systems Full Course 2025

Master CPU scheduling algorithms including FCFS, SJF, Priority, Round Robin, and Multilevel Queue to optimize system efficiency and process management in operating systems.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Keith Galli

Algorithms - Recurrences

Master recurrence equations through Fibonacci, merge sort, and binary search examples using recursion-tree and master methods for algorithm analysis.

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

NPTEL;  IIT Kanpur

Computer Algorithms - 2

The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.

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

Great Learning

Data Structures and Algorithms in Python for Beginners

Comprehensive exploration of data structures and algorithms using Python, covering fundamental concepts, implementation, and analysis for beginners to enhance problem-solving skills.

• YouTube
• 7 hours 57 minutes
• Self-Paced
• Free Video

Introduction To Artificial Intelligence

3067 ratings at Udemy

Introducing AI concepts in a very simple way and make it easy for you to learn

• Udemy
• 1 hour 7 minutes
• Self-Paced
• Free Online Course

Python Programming Bootcamp

2797 ratings at Udemy

A Complete Python Course Focused on Problem Solving that will Expand into All Python Can Do

• Udemy
• 2 days 13 hours 31 minutes
• Self-Paced
• Paid Course

Career Certificate

Discrete Mathematical Tools for Computer Science

Master discrete mathematics fundamentals for computer science: logic, counting, algorithms, recursion, and probability through rigorous problem-solving and proofs.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

[NEW] Python Bootcamp: Beginner to Master Programming

2618 ratings at Udemy

Beginner to Python Programming? Get FREE access to 200+ Python Programming Labs for Learning, Practice and Interview.

• Udemy
• 21 hours 15 minutes
• Self-Paced
• Paid Course

Computer Science 101 - Computers & Programming for Beginners

2561 ratings at Udemy

Understand the basic concepts behind Computers, Computer Science, Programming and Programming Languages

• Udemy
• 1 hour 2 minutes
• Self-Paced
• Paid Course

Methods for Solving Problems

In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems.

• Coursera
• 6 hours 54 minutes
• Self-Paced
• Paid Course