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Episodes


Case Study: Identifying and Mitigating Unintended Demographic Bias in Machine Learning for NLP

1. Introduction and the geometric viewpoint on physics.

2. Introduction to tensors.

3. Tensors continued.

4. Volumes and volume elements; conservation laws.

5. The stress energy tensor and the Christoffel symbol.

6. The principle of equivalence.

7. Principle of equivalence continued; parallel transport.

8. Lie transport, Killing vectors, tensor densities.

9. Geodesics.

10. Spacetime curvature.

11. More on spacetime curvature.

12. The Einstein field equation.

13. The Einstein field equation (variant derivation).

14. Linearized gravity I: Principles and static limit.

15. Linearized gravity II: Dynamic sources

16. Gravitational radiation I

17. Gravitational radiation II

18. Cosmology I
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