Constrained and Unconstrained Optimization
Comprehensive exploration of optimization techniques, covering linear and nonlinear programming, integer programming, transportation problems, and multi-objective decision making.
Communicating Complex Statistical Ideas to the Public - Lessons from the Pandemic - D. Spiegelhalter
Insights on effectively communicating complex statistical data to the public, drawing lessons from pandemic experiences. Explores successes, failures, and challenges in interpreting and presenting statistics during crises.
The Potential for AI in Science and Mathematics
Renowned mathematician Terry Tao explores AI's potential in advancing scientific and mathematical research, followed by a discussion with Po-Shen Loh on the future of AI in academia.
The Counting Project - How Data Built the Modern World
Explore how data shaped our world and its potential to create a better future with economist Tim Harford in this insightful inaugural lecture honoring Vicky Neale's contributions to mathematics education.
Spectral Factor Models and Pricing in Financial Markets - BQE Lecture
Explore financial modeling with Federico Bandi, covering spectral factor models, consumption components, and predictability in stocks and bonds, with insights on aggregation and pricing.
Improving Value and Reducing the Environmental Footprint of Healthcare - Clinical Sustainability Overview
Explore strategies to reduce healthcare's environmental impact while maintaining quality care, covering topics like surgery waste, life cycle assessment, and sustainable practices in various medical settings.
Research in Action - Making an Impact Through Social Science
Experts share strategies for translating academic research into real-world impact, discussing challenges and offering tips for emerging social scientists to effectively communicate findings beyond academia.
Social Sequence Analysis: An Introduction and Overview
Introduction to social sequence analysis: history, research applications, data sources, capabilities, limitations, and software options for analyzing event and state sequences.
Engineering Econometrics
This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real-life cases to know the relevance of a particular problem and the decision-making thereof.
Statistics 200 Video Lectures
Comprehensive video lectures covering fundamental statistical concepts, methods, and applications for beginners through advanced learners.
Statistics Lectures - OER
Comprehensive introduction to statistical concepts and methods, covering fundamental principles and practical applications in data analysis and interpretation.
Applied Statistics and Econometrics
Gain practical skills in statistical analysis and econometric modeling, enhancing your ability to interpret data and make informed economic decisions.
New Method for Detecting and Managing Prostate Cancer - Robert Reiter, MD - UCLAMDChat
Explore Ga-PSMA PET CT, a groundbreaking imaging technique for detecting metastatic prostate cancer. Learn about its applications, benefits, and impact on disease management from UCLA urologist Dr. Robert Reiter.
Discriminative Prototype Selection for Graph Embedding
Explore graph embedding techniques, focusing on discriminative prototype selection methods for improved graph representation and matching in various applications.
Towards Intelligent Fashion Recommendation
Explore intelligent fashion recommendation systems, covering research topics, criteria, databases, and future developments in AI-driven style suggestions.
Why Can't I Dance in the Mall? Mitigating Scene Bias in Action Recognition
Explores scene bias in action recognition, proposing solutions like adversary training and human mask confusion loss to improve accuracy across different environments.
Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction
Explore unsupervised keypoint learning techniques for guiding class-conditional video prediction, enhancing the accuracy and efficiency of video generation models.
Unmasking Clever Hans Predictors and Assessing Machine Learning - Spring 2021
Unmasking clever predictors: Explore Layer-wise Relevance Propagation and SPRAY techniques to assess machine learning models' decision-making processes and identify potential biases or faults.
TinyAction Challenge - Action Recognition in Short Videos
Explore cutting-edge research on tiny action recognition, including data analysis, evaluation methods, and experimental results in computer vision and AI.
Autoencoder Architecture and Applications - Lecture 10
Explore autoencoders: architecture, comparison, applications in image retrieval, denoising, and anomaly detection. Gain insights into this powerful neural network technique.
Exploring the Depths: An Introduction to Marine Geology
Dive into the fascinating world of marine geology, exploring oceanographic systems, geophysical methods, and sampling techniques to uncover Earth's underwater secrets.