Complexity Theory Courses and Certifications

Advanced Algorithms - COMPSCI 224

45 ratings

Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.

• YouTube
• 1 day 11 hours
• Self-Paced
• Free Video

Ryan O'Donnell

Undergraduate Computational Complexity Theory

Explore fundamental computational complexity theory through 28 comprehensive lectures covering P vs NP, reductions, space complexity, and randomized algorithms from Carnegie Mellon.

• YouTube
• 1 day 13 hours 36 minutes
• Self-Paced
• Free Video

Ryan O'Donnell

Graduate Complexity Theory

Dive into advanced computational complexity theory with graduate-level lectures covering hierarchy theorems, circuits, interactive proofs, and cutting-edge research topics.

• YouTube
• 1 day 11 hours 50 minutes
• Self-Paced
• Free Video

Dr Trefor Bazett

Kolmogorov Complexity and Random Numbers - Understanding Pi Through Computational Theory

Explore Kolmogorov Complexity and its connection to randomness through an engaging mathematical journey that proves the infinity of prime numbers using computational concepts.

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

Association for Computing Machinery (ACM)

Complexity Theory III

Explore advanced complexity theory concepts, including minimal circuits, probabilistic formulas, and explicit obstructions in this in-depth theoretical computer science lecture.

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

International Centre for Theoretical Sciences

Computational Complexity in Theory and in Practice by Richard M. Karp

Explore the contrast between theoretical and practical approaches to algorithm efficiency, covering complexity classes, NP-completeness, approximation algorithms, and real-world applications.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Lower Bounds in Complexity Theory, Communication Complexity, and Sunflowers - Toniann Pitassi

Explore lower bounds in complexity theory, communication complexity, and sunflowers. Delve into Boolean circuits, formulas, and key lemmas with expert insights from Toniann Pitassi.

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

Institute for Advanced Study

Proofs, Circuits, Communication, and Lower Bounds in Complexity Theory - Robert Robere

Explore advanced concepts in complexity theory, including proofs, circuits, and communication, with a focus on lower bounds and their implications for computational limits.

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

Simons Institute

Beyond P versus NP - Using Complexity Theory in Obfuscation and Vice-Versa

Explore advanced cryptographic constructions using indistinguishability obfuscation, combining complexity theory beyond P≠NP to achieve optimal hardness guarantees in encryption and one-way functions.

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

Squid: Schools for Quantum Information Development

Complexity Theory

Explore computational complexity theory fundamentals and their applications in quantum computing through expert instruction at University of Zurich's summer school.

• YouTube
• 3 hours 31 minutes
• Self-Paced
• Free Video

Simons Institute

Fine-Grained Complexity 3 - Logic and Algorithms in Database Theory and AI

Explore advanced concepts in fine-grained complexity theory, focusing on algorithmic challenges and their implications for database theory and AI.

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

IEEE

Complexity and Coding Theory - Session 6A

Explore cutting-edge research in complexity and coding theory, delving into advanced mathematical concepts and their applications in computer science and information theory.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

IEEE

Complexity Theory - Session 1A

Explore complexity theory in this IEEE conference session, delving into advanced concepts and recent developments in computational complexity.

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

IEEE

NEXP is Contained in MIP* - Complexity Theory Breakthrough

Explore groundbreaking results in computational complexity theory, examining the relationship between NEXP and MIP* with insights from experts Anand Natarajan and John Wright.

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

Centre International de Rencontres Mathématiques

Complexity Theory Through the Lens of Kolmogorov Complexity - Tutorial 2

Explore complexity theory through Kolmogorov complexity in this mathematical tutorial by Igor Carboni Oliveira, recorded at CIRM's thematic meeting on randomness, information, and complexity.

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