Algorithms Courses and Certifications

The Royal Institution

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

Hannah Fry explores how data-driven algorithms have permeated our lives, controlling many aspects without our awareness. She delves into the impact of these algorithms on society and human behavior.

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

Algorithms for Big Data

10 ratings

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

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

Machine Learning for Musicians and Artists

94 ratings

Explore machine learning techniques for creating interactive art, music, and installations. Learn to analyze gestures, audio, and sensor data using classification, regression, and segmentation algorithms.

• Kadenze
• 50 hours
• Self-Paced
• Free Online Course

• Best of All Time

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

The Royal Institution

Algorithms That Control Our Lives - With David Sumpter

Mathematician David Sumpter explores the impact and limitations of algorithms in shaping our online behaviors, from social media influence to fake news, offering insights into their real-world effectiveness.

• YouTube
• 49 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

Neso Academy

Algorithms - Rapid Fire Quiz 5: Solving Recurrences Using the Substitution Method

Test your knowledge with ten rapid-fire questions on solving recurrences using the Substitution Method in this quick algorithmic challenge.

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

UofU Data Science

Advanced Algorithms - Fall 2016

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

• YouTube
• 1 day 5 hours 55 minutes
• Self-Paced
• Free Video

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

CodeBeauty

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

Learn essential array operations: searching, sorting, reversing, and finding min/max elements. Master custom comparison methods and best practices for efficient array manipulation in object-oriented programming.

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

Simons Institute

Algorithms and the Law

Explore the intersection of algorithms and law with experts discussing implications, challenges, and potential solutions in this thought-provoking panel discussion.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Great Learning

Introduction to Programming and Algorithms - Data Structures and Algorithms

Learn to approach programming problems, create flowcharts, write pseudocode, and develop efficient algorithms. Gain practical skills through a hands-on example, from problem analysis to algorithm design.

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

Simons Institute

Algorithms for Lattice Problems

Explore lattice algorithms, complexity, and cryptography, covering key problems, civic algorithms, and open challenges in this comprehensive overview of lattice theory and applications.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Simons Institute

A Brief Introduction to Algorithms, Game Theory and Risk-Averse Decision Making

Explore algorithms, game theory, and risk-averse decision making, covering shortest paths, NP-Complete problems, equilibria, and various risk frameworks for real-world applications.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video