Quantitative Methods Courses

International Mathematical Union

Enhancing Markov Chain Monte Carlo Sampling Methods with Deep Learning

Explore advanced techniques combining Markov Chain Monte Carlo sampling with deep learning, focusing on importance sampling, normalizing flows, and non-equilibrium methods for enhanced efficiency in high-dimensional problems.

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

International Mathematical Union

Mathematical Analysis and Numerical Methods for Inverse Scattering Problems

Explore mathematical analysis and numerical methods for inverse scattering problems, covering applications, challenges, algorithms, and recent progress in stability analysis and deep learning approaches.

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

Steve Brunton

Reinforcement Learning Series - Overview of Methods

Comprehensive overview of reinforcement learning methods, covering model-based and model-free approaches, from dynamic programming to deep RL and policy gradient optimization.

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

DefCamp

Uncommon Methods of Attack and Monitoring Them for Detection

Explore uncommon attack methods and advanced detection techniques in this cybersecurity talk, enhancing your ability to identify and mitigate emerging threats in the digital landscape.

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

IEEE Signal Processing Society

Hyperspectral Neutron Imaging and Tomographic Reconstruction - Challenges and Methods

Explore advanced tomographic reconstruction techniques for neutron CT and cryoEM, focusing on challenges, model-based approaches, and applications in materials science and chemical mapping.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Professor Leonard

Intermediate Algebra - Solving Equations Using Various Quadratic Methods

Explore various methods for solving quadratic equations, including factoring, completing the square, and the quadratic formula, to enhance your algebra problem-solving skills.

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

Professor Leonard

Using Proportions and Rational Methods in Problem Solving

Learn to apply proportions and rational methods to solve real-world problems, enhancing your problem-solving skills and mathematical reasoning abilities.

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

Java

Machine Code Snippets in Java - Vector ISA Extensions and Native Methods

Explore Vector ISA extensions, native method handles, and machine code snippets for optimized Java performance. Learn about vectorized operations and JVM-hardware interactions.

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

Java

JVM Bridge Methods - Implementation and Applications

Explore JVM bridge methods, their history, origins, and implementation examples. Learn about erasure, lambda expressions, and language-level rules in Java development.

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

Java

Groovy - The Art of Calling Methods

Explore Groovy's method invocation techniques, optimizations, and performance considerations with expert Jochen Theodorou. Gain insights into InvokeDynamic and its impact on Groovy development.

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

International Centre for Theoretical Sciences

Machine Learning Methods for Climate Science by Aman Gupta

Explore machine learning techniques for analyzing climate, atmosphere, and ocean processes, enhancing understanding of complex environmental systems and their dynamics.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Machine Learning Methods for Climate Science - Lecture 4

Explore machine learning applications in climate science, focusing on advanced techniques for analyzing and predicting complex atmospheric and oceanic processes.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Practices and Limitations of Participatory Methods - Views From Computer Science, Political Science and Design

Explore participatory methods across computer science, political science, and design, examining their practices, limitations, and interdisciplinary applications for effective stakeholder engagement and collaborative problem-solving.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Practical Methods

Explore practical methods in computing through a series of research paper presentations, offering insights into innovative approaches and solutions in the field.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Conference Talk

Devoxx

Not All Equals Methods Are Created Equal

Discover how to craft robust equals methods, identify potential bugs, and efficiently test them using EqualsVerifier for 100% coverage in a single line of code.

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