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  1. This is a basic course on matrix theory and linear algebra. Emphasis is given to topics that will be useful in other disciplines, including systems of equations, vector spaces, determinants, eigenvalues, similarity, and positive definite matrices.

  2. May 23, 2008 lecture by Ben Shneiderman for the Stanford University Human Computer Interaction Seminar (CS547). Science 2.0 focuses on the human-designed world in which the dynamics of trust, privacy, responsibility, and empathy are determinants of success. Advancing Science 2.0 will require a shift in priorities to promote intense collaboration, integrative thinking, teamwork-based education/training, and case study ethnographic...more

  3. This lecture brings experiment to bear on the previous theoretical discussion of bonding by focusing on hybridization of the central atom in three XH3 molecules. Because independent electron pairs must not overlap, hybridization can be related to molecular structure by a simple equation. The "Umbrella Vibration" and the associated rehybridization of the central atom is used to illustrate how a competition between strong bonds and stable...more

  4. Professor Smith discusses the moral and psychological components of the democratic state in the context of Tocqueville's Democracy in America. He goes on to explore the institutional development of the democratic state, the qualities of the democratic individual, and the psychological determinants of the democratic character. The ethic of self-interest is addressed, understood as an antidote to an ethic of fame and glory. Finally,...more

  5. More on PE ratios - Comparing PE ratios across markets - Comparing PE ratios across companies - Cross sectional regressions PEG Ratios - Definition and Determinants

  6. PEG Ratios- Applicaitons Value Multiples - EV/EBITDA and determinants Price to Book Ratios