Model types will include decision trees, linear models, nearest neighbor methods, and others as time permits. We will focus on concepts and methods for predictive learning: estimating models from data to predict unknown outcomes. Machine learning covers predictive and descriptive learning, and bridges theoretical and empirical ideas across disciplines. IS 327 Concepts of Machine Learning credit: 3 Hours.Ī dramatic increase in computing power has enabled new areas of data science to develop in statistical modeling and artificial intelligence, often called Machine Learning. Directed and supervised investigation of selected topics in information studies that may include among others computers and culture information policy community information systems production, retrieval and evaluation of scientific or social science knowledge computer-mediated communication and computer-supported cooperative work. We will also explore the various benefits and burdens of the information society and how these are socially distributed, and conduct case-studies of policies, practices, and programs designed to enhance opportunities and/or mitigate disadvantages through the creative or disruptive use of ICTs. In this course we will critically examine the ways in which information and communication technologies (ICTs) are shaped by – and help to shape – social relations of race and gender and we will extend our review to other categories of identity and exclusion as well, such as age, ability, geography and ethnicity. Recognized as an “outstanding online program” by the Online Learning Consortium, the MLIS program is accredited with Continued status by the American Library Association.IS 308 Race, Gender, and Information Technology credit: 3 Hours. With numerous electives and a variety of course topics available, you can customize your studies to your interests and career goals. The top-ranked MLIS program prepares students for exciting careers as information professionals who work in myriad information environments and professional positions. With our fully online delivery model, students gain the flexibility and convenience of living anywhere while they pursue their educational goals. We invite you to learn more about each of these online programs Masters Master OF Library and Information Science – 43 units The San José State University School of Information offers a variety of learning solutions designed specifically for the 21st century information professions. Web Programming and Information Architecture.Information Intermediation and Instruction.Digital Services and Emerging Technologies.Digital Archives and Records Management.
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