Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Unsupervised Learning: Dimensionality Reduction

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (50)

Linear Regression: Fundamentals and Goodness of Fit Log in to Mediaspace to watch this video

Explores linear regression fundamentals, non-linear regression issues, and R-squared goodness of fit, with examples like Anscombe's quartet and the Datasaurus dataset.

General Linear Model: Symmetric Matrices Log in to Mediaspace to watch this video

Covers the general linear model and the concept of symmetric matrices.

Support Vector Machines: Linear Separability Log in to Mediaspace to watch this video

Explores linear separability in support vector machines, focusing on hyperplane separation and margin optimization.

Convexifying Nonconvex Problems: MGT-418 Lecture Log in to Mediaspace to watch this video

Explores convexifying nonconvex problems through kernel tricks, sensitivity interpretation, and nonlinear dimensionality reduction.

Optical Computing: All-Analog Photoelectronic Chip for Vision Tasks Log in to Mediaspace to watch this video

Presents an all-analog photoelectronic chip for high-speed vision tasks, addressing challenges in classical computation and proposing a hybrid optical-electrical framework.

Support Vector Machines: Exercises Solutions Log in to Mediaspace to watch this video

Covers solutions to SVM exercises, discussing optimality conditions, decision functions, and parameter impacts.

Feedback Mechanisms in Visual Intelligence and Adaptation Log in to Mediaspace to watch this video

Explores the significance of feedback mechanisms in visual intelligence and adaptation processes.

Advanced Pandas Functions Log in to Mediaspace to watch this video

Covers advanced functions of Pandas, focusing on filtering, labeling, and manipulating dataframes.

Pre-Training: BiLSTM and Transformer Log in to Mediaspace to watch this video

Delves into pre-training BiLSTM and Transformer models for NLP tasks, showcasing their effectiveness and applications.

Property Ownership in Geneva Log in to Mediaspace to watch this video

Explores property ownership distribution in Geneva, highlighting wealth concentration in urban areas and significant public ownership in peripheral regions.

Page 3 of 3