Deep Learning for Natural Language: The Basics
One-Shot Deviation Principle and Bargaining
Deep Learning for Computer Vision: Building Convolutional Neural Networks from Scratch
Transfer Learning: Models
Disjoint Pairs in Set Systems and the Combinatorics of Low-Rank Matrices
Lec 11: Representation Learning: Reconstruction-Based
Options Markets
Direct Product Testers and PCPs from Coset Complexes
Lecture 16: Bayesian Games
Lecture 14: Folk Theorem
Representation of Games
Lecture 5: Nash Equilibrium
Algorithms for Overcomplete Tensor Decomposition
Lecture 20: Pointwise Convergence; Uniform Convergence
From Classical to Neoclassical Utilitarianism
Social Insurance Theory
Karl Marx, Joseph Schumpeter, and an Economic System Incapable of Coming to Rest
Lecture 06: Cost/Benefit Analysis
Marx's Theory of History
Marx's Theory of Historical Materialism
Equality: Rawls' Theory of Justice
Office Hours: The End of the End of History
Appellate and Post-Conviction Review
Lecture 22: Wealth Taxation
Illustrative Case: The Case of Rickey Ray Rector
The "End" of Reconstruction, 1877? 1883? 1965? 2024? and its Legacies to Our Own Time
Disclosure
Democracy's Fourth Wave? South Africa, Northern Ireland, and the Middle East
Challenges to the Death Penalty Leading to it Being Declared Unconstitutional
Transformation of the Roman Empire
Durkheim and Types of Social Solidarity
Office Hours: The End of the End of History
Islamic Conquests and Civil War
The "End" of Reconstruction, 1877? 1883? 1965? 2024? and its Legacies to Our Own Time
Democracy's Fourth Wave? South Africa, Northern Ireland, and the Middle East
Don Quixote, Part II: Chapters XXII-XXXV
The Making of Modern Ukraine, Class 12: Habsburg Curiosity
The Division of Powers: Montesquieu
The Hebrew Bible in Its Ancient Near Eastern Setting: Genesis 1-4 in Context
The Deuteronomistic History: Prophets and Kings (1 and 2 Samuel)
Introduction to China's History
Don Quixote, Part I: Chapters XI-XX (cont.)
Guest Speaker David Swensen on Endowment Management
Class 8: Capital Chapter 8: The Working Day
From Classical to Neoclassical Utilitarianism
Social Insurance Theory
Karl Marx, Joseph Schumpeter, and an Economic System Incapable of Coming to Rest
Market Identification and Sales: Finding Your Customer
Behavioral Finance and the Role of Psychology
Marx's Theory of Class and Exploitation
Lecture 06: Cost/Benefit Analysis
Class 17: Capital Chapters 21-24: Accumulation, Reproduction
One-Shot Deviation Principle and Bargaining
Class 16: Capital Chapters 17-20: Wages; Chapters 21-24: Accumulation, Reproduction
Class 13: Capital Chapters 14-16: Absolute and Relative Surplus-Value
Class 5: Capital Chapters 2-4: Exchange, Money, Capital, part 2
Liquidated Damages and Settlements
Challenges to the Death Penalty Leading to it Being Declared Unconstitutional
Contract Law: Ricketts v. Scothorn (Foregoing Employment)
Burdens of Proof
Contract Interpretation: Alaska Northern Dev. Inc. v. Alyeska Pipeline Service Co.
American Standard v. Schectman: Diminution of Value v. Cost of Performance
Appellate and Post-Conviction Review
Default vs. Mandatory Rules
Enforcing Monetary Judgments
Illustrative Case: The Case of Rickey Ray Rector
Legal Issues for Entrepreneurs (Session 3, Part 1)
Disclosure
Ad Hominem and Slippery Slope Arguments
Contract Law: Carlill v. Carbolic Smoke Ball
Child Health
Toxicology Dose Response
Evolutionary Thinking: Random Evolution, The Role of Chance
How to Handle Objections to Therapy
The Aims and Organization of Health Systems
Meta-Analysis
Cohort Studies
Choosing a Statistical Test
Health Disparities
Fraud
Diagnosing Dyslexia, Part 1
How Do You Evaluate Substance Use Disorders? The RIPTEAR Framework
Confounding
Demystifying AI & ML: A Core Introduction for Medical Software
Infinite-Order Lattice Anomalies and CPT
Clouds and Precipitation
A Review of the BFSS Conjecture, Part 1
Ocean Water Density and Atmospheric Forcing
Modeling Black Holes After Merger
Circulation of the Atmosphere
A Review of the BFSS Conjecture - Part 3
Combinatorics and Geometry of Fundamental Physics and Cosmology
Soft Algebras in Minkowski / AdS4 / dS4
Introduction to Atmospheres
Fluid Dynamics (Lecture 1)
Coriolis Force and Storms
Hydrostatic Balance
Global Climate and the Coriolis Force
Deep Learning for Natural Language: The Basics
Transfer Learning: Models
Deep Learning for Computer Vision: Building Convolutional Neural Networks from Scratch
Generative AI: Adapting LLMs with Parameter-Efficient Fine-Tuning
Disjoint Pairs in Set Systems and the Combinatorics of Low-Rank Matrices
Lec 11: Representation Learning: Reconstruction-Based
Deep Learning for Computer Vision: Transfer Learning and Fine-Tuning; Intro to HuggingFace
Aleksander Kubica: Decoding Problem and Statistical-Mechanical Mapping
Direct Product Testers and PCPs from Coset Complexes
Can AI Help You Change the World?
Algorithms for Overcomplete Tensor Decomposition
Language Models
Introduction to Deep Learning
Deep Learning for Natural Language: Embeddings