Browse Lessons

Case Studies with Data: Mitigating Gender Bias on the UCI Adult Dataset

USAID Appropriate Use Framework, Exploring Fairness in Machine Learning

Fairness Criteria, Exploring Fairness in Machine Learning

Solar Lighting Example, Exploring Fairness in Machine Learning

Pulmonary Health Case Study: Bias Exploration, Exploring Fairness in Machine Learning

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

19. Cosmology II

20. Spherical compact sources I

21. Spherical compact sources II

22. Black holes I

23. Black holes II

Introduction to Getting up to Speed in Biology

Lecture 1.1: The Molecules of Life — Representing Molecules

Lecture 1.2: The Molecules of Life — Polar and Non-polar Molecules

Lecture 1.3: The Molecules of Life — Types of Bonds

Lecture 1.4: The Molecules of Life — Recognizing Macromolecules

Lecture 4.5: Inheritance and Genetics — Conclusion

Lecture 4.4: Inheritance and Genetics — Pedigrees

Lecture 3.1: Information Transfer in Biology — DNA Rules

Lecture 3.2: Information Transfer in Biology — DNA Replication

Lecture 2.2: The Cell and How it Works — Free Energy and Reaction Kinetics

Lecture 1.6: The Molecules of Life — Protein Polarity

Lecture 2.1: The Cell and How it Works — Condensation and Hydrolysis

Lecture 2.6: The Cell and How it Works — Conclusion

Lecture 4.2: Inheritance and Genetics — Allele Segregation

Lecture 1.7: The Molecules of Life — Conclusion

Lecture 5.2: Building with DNA — Compatible Ends

Lecture 1.5: The Molecules of Life — Nucleic Acid Polarity

Lecture 4.1: Inheritance and Genetics — Genes to Proteins

Lecture 3.3: Information Transfer in Biology — Transcription

Lecture 5.4: Building with DNA — Conclusion