Algorithms Courses and Certifications

Algorithms in JavaScript

Implement classic algorithms in JavaScript: refactor loops into recursion, write selection sort and quicksort, swap linear for binary search, and code breadth-first search and dynamic programming.

• egghead.io
• 43 minutes
• Self-Paced
• Paid Course

Introduction to Java Programming: Fundamental Data Structures and Algorithms

51 ratings

Learn to enhance your code by using fundamental data structures and powerful algorithms in Java.

• edX
• 5 weeks, 5-7 hours a week
• Self-Paced
• Free Online Course (Audit)

Keith Galli

College Level Algorithms Explained Simply

Master college-level algorithms through simple explanations of sorting, asymptotic notation, recurrence relations, and dynamic programming with practical examples.

• YouTube
• 1 hour 3 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

The Royal Institution

How to Bend the Rules - Algorithms and Data in Modern Life

Hannah Fry examines how data-driven algorithms shape everyday life and influence decisions, often without people noticing.

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

Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues

29 ratings

Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Understand their operations and performance with visualizations. Implement low-level linear, linked data structur

• edX
• 5 weeks, 9-10 hours a week
• Self-Paced
• Free Online Course (Audit)

UofU Data Science

Advanced Algorithms (Fall 2019)

Master sophisticated algorithmic techniques and computational problem-solving strategies through comprehensive university-level lectures covering advanced topics in algorithm design and analysis.

• YouTube
• 1 day 10 hours 46 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Deterministic Search Algorithms in Computer Science

Explore deterministic search algorithms and their applications in problem-solving and optimization techniques.

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

Introduction to Algorithms

26 ratings

Model computational problems and solve them with data structures, hashing, sorting, binary trees and heaps, graph search, dynamic programming, and asymptotic complexity analysis.

• MIT OpenCourseWare
• 35 hours
• Self-Paced
• Free Video

Algorithmic Thinking (Part 2)

9 ratings

Implement divide-and-conquer and dynamic programming algorithms in Python — closest pairs, point clustering, sequence alignment — and apply them to large genomic and text data sets.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Algorithms for DNA Sequencing

17 ratings

Implement algorithms and data structures in Python to analyze real DNA sequencing data: exact and approximate matching with Boyer-Moore, edit distance, read alignment, and genome assembly.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

UofU Data Science

Advanced Algorithms - Fall 2015

Master sophisticated algorithmic techniques and computational complexity through comprehensive university-level lectures covering advanced data structures and optimization methods.

• YouTube
• 1 day 3 hours 59 minutes
• Self-Paced
• Free Video

NDC Conferences

Algorithms Demystified

Discover essential algorithms through practical examples, from Dijkstra's shortest path to network systems, making complex concepts accessible for better software development.

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

Great Learning

Algorithms in Java

Learn to analyze and implement searching, sorting, greedy, graph, and backtracking algorithms in Java, including time and space complexity.

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

CodeBeauty

Array of Objects Algorithms - Search, Sort, Reverse, Max, Min, Custom Methods

Learn to search, sort, reverse, and find extrema in arrays of objects using custom comparison methods.

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