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Coursera Announces Layoffs, Stock Plunges Despite $100M Milestone

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Dhawal Shah Oct 25, 2024

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Two Minute Papers
Rendering Equation Properties - TU Wien Rendering Lecture 15

Exploring the Holy Rendering Equation's properties, including its infinite dimensions and singularities, and discussing approaches to solve this complex problem in computer graphics.
- YouTube
- 14 minutes
- On-Demand
- Free Video
Two Minute Papers
TU Wien Rendering - BRDF Models and Depth of Field - Lecture 13

Explore depth of field effects in rendering, f-stop mechanics, and advanced BRDF models for global illumination. Learn key techniques to enhance realism in computer graphics.
- YouTube
- 14 minutes
- On-Demand
- Free Video
Two Minute Papers
Recursion and Heckbert's Taxonomy in Rendering - TU Wien Lecture 11

Explores recursive ray tracing and Heckbert's taxonomy for classifying light transport algorithms, enhancing understanding of advanced rendering techniques and realistic light simulation.
- YouTube
- 12 minutes
- On-Demand
- Free Video
Two Minute Papers
BRDF Models and The Rendering Equation - Lecture 3

Explore BRDF models and the rendering equation, fundamental concepts in computer graphics for characterizing material properties and simulating light transport in virtual environments.
- YouTube
- 18 minutes
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- Free Video
Two Minute Papers
TU Wien Rendering - Metropolis Light Transport

Explore Metropolis Light Transport, an advanced rendering technique that outperforms Bidirectional Path Tracing in difficult scenes, offering optimal importance sampling and improved convergence for caustics.
- YouTube
- 25 minutes
- On-Demand
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Two Minute Papers
Rendering - Path Tracing Implementation & Code Walkthrough

Comprehensive walkthrough of implementing a path tracer in C++, covering key concepts like vector class, object representation, camera setup, sampling, and rendering techniques.
- YouTube
- 23 minutes
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- Free Video
Two Minute Papers
TU Wien Rendering - Reinhard's Tone Mapper

Explore Reinhard's tone mapping algorithm for converting radiance to RGB in rendering, covering both local and global versions used in major renderers.
- YouTube
- 25 minutes
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- Free Video
Two Minute Papers
Rendering - Tone Mapping Basics

Explore tone mapping techniques for converting radiance to RGB in rendering, covering dynamic range, naive and effective mappers, and common misuses.
- YouTube
- 22 minutes
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Simons Institute
Simulation Methodology - An Overview

Explore simulation methodology, covering numerical integration, Monte Carlo methods, and output analysis. Learn key concepts and techniques for tackling high-dimensional problems in computational science.
- YouTube
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Kavli Institute for Theoretical Physics
Effect of the Optical Response of Nanostructured Materials - Victoria Esteso Carrizo

Explores nanostructured materials' optical response and its impact on Casimir-Lifshitz force, covering multilayer structures, absorption, and interference effects in quantum electrodynamics.
- YouTube
- 43 minutes
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Kavli Institute for Theoretical Physics
Post Processing and Mock Observations - Shane Davis, Philipp Moesta

Explore post-processing techniques and mock observations for binary systems, focusing on circumbinary gas evolution, observational signatures, and numerical modeling advancements.
- YouTube
- 52 minutes
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Pascal Poupart
Model-Based RL

Explore model-based reinforcement learning, including complex models, Dyna algorithm, search trees, and Monte Carlo methods for effective planning and decision-making.
- YouTube
- 1 hour 25 minutes
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Pascal Poupart
Introduction to RL

Learn key concepts of reinforcement learning including Markov decision processes, policy optimization, and model-free evaluation through lectures and examples like the inverted pendulum and toy maze.
- YouTube
- 1 hour 24 minutes
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- Free Video
Alan Turing Institute
Deep Learning Volatility - Blanka Horvath, Kings College London

Explore deep learning for option pricing and calibration, including neural network perspectives, rough volatility, and model recognition in financial mathematics.
- YouTube
- 26 minutes
- On-Demand
- Free Video
Open Data Science
An Intuition-Based Approach to Reinforcement Learning

Explore an intuition-based approach to reinforcement learning, covering key concepts like exploit vs. explore, Q-tables, and stochastic actions, with practical examples and applications.
- YouTube
- 42 minutes
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