Quantitative Methods Courses

Applied Algebraic Topology Network

Two Methods of Efficiently Approximating Semi-Algebraic Sets Up to Homotopy

Explores efficient methods for approximating semi-algebraic sets, focusing on singly exponential complexity algorithms and their applications in algebraic geometry.

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

International Mathematical Union

Algebraic-Geometrical Methods in the Theory of Integrable Systems

Explore algebraic-geometrical methods in integrable systems theory with renowned mathematician Igor Krichever, delving into advanced mathematical concepts and their applications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

International Mathematical Union

Modern Regularization Methods in Inverse Problems and Data Science

Explores recent developments in variational methods for inverse problems and machine learning, discussing convergent regularization schemes, quantitative estimates, and connections between classical regularization theory and risk minimization.

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

Fields Institute

Using Statistical Methods and Reproducible Tools to Gain New Insights from Biomed and Public Health Data

Learn statistical methods and reproducible tools for analyzing biomedical and public health data, gaining valuable insights for research and decision-making in healthcare.

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

Fields Institute

Homological Methods in Random Noncommutative Geometry

Explore homological methods in random noncommutative geometry, covering fuzzy spectral triples, Dirac operators, and connections to random matrix theory and BV formalism.

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

LickNRiff - Free Guitar Education

Fingerstyle Soloing Methods - Guitar Technique Tutorial

Learn fingerstyle soloing techniques like alternate picking and chicken picking to enhance your guitar skills and create unique sounds in your playing.

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

Black Hat

Deep Neural Networks for Hackers - Methods, Applications, and Open Source Tools

Intuitive overview of deep neural networks for cybersecurity, covering methods, applications, and open-source tools for detecting malicious files, URLs, and domains.

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

Simons Institute

Nearest Neighbor Methods I

Explore efficient algorithms for nearest neighbor search in high-dimensional spaces, focusing on locality-sensitive hashing and its applications in data science.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

USENIX

Formal Methods for Network Performance Analysis

Explores using formal methods for network performance analysis, offering a more exhaustive approach than simulation. Demonstrates effectiveness in analyzing packet scheduling algorithms and generating problematic workloads.

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

ICTP Mathematics

Standard and Less Standard Asymptotic Methods - Lecture 12

Explore advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in numerical sequences, with practical examples and applications in various mathematical fields.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

ICTP Mathematics

Standard and Less Standard Asymptotic Methods - Lecture 11

Explore advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in numerical sequences, with practical examples and applications in mathematical analysis.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

ICTP Mathematics

Standard and Less Standard Asymptotic Methods - Lecture 10

Explore advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in numerical sequences, with applications to complex mathematical problems.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

ICTP Mathematics

Standard and Less Standard Asymptotic Methods - Lecture 7

Explore advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in numerical sequences, with practical examples and applications in various mathematical fields.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

ICTP Mathematics

Standard and Less Standard Asymptotic Methods - Lecture 4

Explore advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in numerical sequences, with practical examples and applications in various mathematical fields.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

ICTP Mathematics

Standard and Less Standard Asymptotic Methods - Lecture 2

Explore advanced asymptotic methods in mathematics, delving into both standard and unconventional approaches to enhance problem-solving skills and theoretical understanding.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video