Nation States National Identities Revolutions in transportation, manufacturing led to start of urbanization. Traditional World Local identities Local languages Local customs A need for national identities as people from different...
World transformations (1820-1870) 1820 Both western europe and wealthy Asia (China) are similar Scientific discoveries. Strong economies. Manufacturing. Large population centres. Western europe however has Large trade network. Access to...
Revolutionary Wars Americas Slaves are revolting Saint domingue(Haiti) and Buenos Aires. British losses in Americas start to mount, which makes them look eastward. French, Napolean, wants to establish French colonies...
Classification Algorithms It is not a good idea to apply linear regression to classification problems. Examples of classification problems. Predict if an email is spam or not. Predict if a...
Multivariate linear gradient hypothesis function Multiple features, single out come variables. Definition of hypothesis function hθ(x) = θ0 + θ1x1 + θ2x2 … + θnxn x0 = 1 hθ(x) =...
Diffusion of authority Authority comes From Knowledge Printing press help spread knowledge breaking through traditional barriers. Force Money In traditional world authority sources were distinct. Anyone in europe could acquire...
The great divide between traditional and modern world. The rate of population growth Malthusian trap Finite number of stuff produced. Population increases, less food available, population drops. The global Europe....
What is machine learning? Field of study that gives computers the ability to learn without being explicitly programmed A computer program is said to learn from experience E with respect...
When preparing for a really important negotiation, put things in big picture perspective. How the outcome of this negotiation affect my personal, family, social, community life. Contract performance and evaluation...
Close: Create a contract Perspectives on contracts A contract is an agreement enforceable by law. Obtaining contracts is the main goal of a business. Sources of contract laws Common law...