Algorithms Courses and Certifications

Intro to Theoretical Computer Science

3 ratings at Udacity

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

• Udacity
• 13 hours
• On-Demand
• Free Online Course

Problem Solving Using Computational Thinking

1294 ratings at Coursera

Develop problem-solving skills using computational thinking concepts like abstraction and algorithms. Apply these techniques to real-world cases and create a disaster response plan.

• Coursera
• 12 hours 16 minutes
• On-Demand
• Paid Course

Great Learning

Algorithms in Java

Learn Java algorithm implementation, covering analysis, search methods, sorting techniques, and programming paradigms like greedy and dynamic. Gain practical skills through hands-on examples and real-world applications.

• YouTube
• 3 hours 38 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Turing Lecture 2021 - Abstractions, Their Algorithms, and Their Compilers

Explore computational thinking through abstractions, algorithms, and compilers. Delve into compiler design, large dataset handling, and quantum computation, with insights from renowned computer scientists.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Strange Loop Conference

Algorithms for DNA Data Storage

Explore algorithms for efficient DNA data storage, including innovations in reading/writing, cost reduction, and potential applications for managing growing data storage needs.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

Algorithms That Teach You Math

Explore algorithms designed to teach math step-by-step, optimizing for intuitive explanations rather than speed. Learn about mathsteps, an open-source library for solving and explaining algebra problems.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

Simons Institute

The AI Trinity - Data + Algorithms + Infrastructure

Explore the AI trinity: data, algorithms, and infrastructure. Learn about named entity recognition, active learning, crowdsourcing, data augmentation, and neural rendering models.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Derek Holt- Algorithms for Finitely Presented Groups I

Explore fundamental algorithms for computing in finitely presented groups, including Todd-Coxeter coset enumeration and Reidemeister-Schreier algorithm, with practical examples and applications.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Simons Institute

Adversarial Bandits: Theory and Algorithms

Explore adversarial multi-armed bandit theory, algorithms, and recent advances in data-dependent regret guarantees, structural bandits, and more. Compare full-information and bandit feedback in online learning.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Simons Institute

Optimal Iterative Algorithms for Problems With Random Data

Explore advanced iterative algorithms for solving problems with random data, focusing on computational complexity in statistical inference.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Simons Institute

Games: From Logic and Automata to Algorithms

Explore the intersection of logic, automata, and algorithms through game theory, focusing on theoretical foundations and computational applications.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Simons Institute

Fast Spectral Algorithms from Sum-of-Squares Analyses

Explore efficient spectral algorithms derived from sum-of-squares analyses, focusing on hierarchies, extended formulations, and matrix-analytic techniques in computational complexity.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Scrimba

Guide to Algorithms in JavaScript - Binary Search

Learn six binary search implementations in JavaScript, enhancing software design skills and coding craftsmanship through hands-on practice and challenges. Suitable for working developers and bootcamp graduates.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Joint Mathematics Meetings

Groups, Graphs and Algorithms

Explore the intersection of group theory, graph theory, and algorithms with László Babai, delving into topics like graph irregularity, canonical coloring, and string isomorphism.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

NDC Conferences

Apps, Algorithms and Abstractions - Decoding Our Digital World

Explore the hidden technology powering everyday digital experiences, from cellular networks to compression algorithms. Gain insights into the innovations behind smartphones and glimpse the future of digital technology.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk