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discriminative learning


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  1. Khosla talks about his early career development. He first tried to do a company in India based on milk from soybeans. He travelled to Carnegie Mellon, and then to Stanford University. He describes why persistence and evangelism are important. Although he was not admitted to Stanford at first, saught more real-world experience, and was not admitted again, through persuasion and persistence, he was finally accepted.

  2. Carol Bartz, CEO of Autodesk for many years, underlines the silver lining for many stagnating issues in the workplace. Making a plan for yourself is a good idea, but don't let it limit your scope. By bringing value to the organization, you are the one to benefit most. Learning is the most critical aspect of any job; if you're not growing, it's time to uproot. She also points out that bad managers are great teachers, as they are instructive...more

  3. Reedy explains how a company goes from 3 billion to 30 billion. eBay has less that 1% of the retail market in most cases. Management believes that eBay should do more of the stuff that they are already doing. eBay will expand to new countries and work at categories like business and industrial. The company plans to achieve this goals of 30 billion using its platform and by learning from the buyers and sellers, she adds.

  4. (February 6, 2009) Bjoern Hartmann, of the Stanford HCI Group, gives an overview of different prototyping tools he has built with collaborators to address two research questions. First, how can tools enable a wider range of designers to create functional prototypes of ubiquitous computing interfaces? Second, how can design tools support the larger process of learning from these prototypes?

  5. Looking back, it is easy to forget the tremendous risks co-founders Larry Page and Sergey Brin undertook to get to the place they are today. The co-founders once caused the whole Stanford network to go down for a significant amount of time while trying to develop Google. Page remarks that weird things happen when you are trying to touch every computer on the internet.

  6. Bartz talks about how people who failed within Buzzsaw, were often given new projects to work on. Failure was valued, she says. Rather than criticizing projects that failed, Bartz notes how people wanted to apply the knowledge they learned from mistakes into new projects.

  7. Professor Bloom opens with a brief discussion of the value and evolutionary basis of unconscious processing. The rest of this lecture introduces students to the theory of Behaviorism, particularly the work of prominent behaviorist, B. F. Skinner. Different types of learning are discussed in detail, as well as reasons why behaviorism has been largely displaced as an adequate theory of human mental life.

  8. Jennifer Raymond (Stanford University) is building a "wiring diagram" for the brain. By bridging the gap between individual synapses and whole-brain learning & memory, Raymond's research offers new insights and strategies for medical rehabilitation and K-12 education.

  9. Fiorina explains that leadership is about three things: capability, collaboration and character. She stresses the importance of capability, which is about asking questions and listening to answers. It is also about celebrating new ideas and taking initiative to try new things. She insists that a continuous learning process is important to strengthen an entrepreneur's capability.

  10. The latest business model for web-based companies is to provide services to the consumers for free. Roberts talks about the operations of such a model, in which advertising is the only source of revenue. She elaborates on how companies are learning to value the concept of 'nothing'.

  11. A familiar question among potential founders, says Levinson, is how much business and operational experience do I need to have before starting this business? He talks about the best experience a founder can have - the kind learned only by jumping in with both feet and learning as you go.

  12. Whatever you build, says Kawasaki, it's about passion, and less about money. Your goals should be about changing the world, or making the world a better place, he says. He also talks about his experience growing up thinking that money was the most important thing in life. He advises students to study abroad and to spend as much time learning as possible.