Courses tagged with "Interest and debt" (96)
The applications of pattern recognition techniques to problems of machine vision is the main focus for this course. Topics covered include, an overview of problems of machine vision and pattern classification, image formation and processing, feature extraction from images, biological object recognition, bayesian decision theory, and clustering.
Probability theory captures a number of essential characteristics of human cognition, including aspects of perception, reasoning, belief revision, and learning. Expressions of degree of belief were used in language long before people began codifying the laws of probability theory. This course explores the history and debates over codifying the laws of probability, how probability theory applies to specific cognitive processes, how it relates to the human understanding of causality, and how new computational approaches to causal modeling provide a framework for understanding human probabilistic reasoning.
This class is suitable for advanced undergraduates or graduate students specializing in cognitive science, artificial intelligence, and related fields.
This course will introduce you to the fundamental principles of psychology and to the major subjects of psychological inquiry. It has been designed to not only provide you with the tools necessary for the study of psychology but to present you with a sampling of the major areas of psychology research. The course begins with a short overview of how psychology developed as an academic discipline and an introduction to a number of the principle methodologies most commonly deployed in its study. The subsequent units are arranged around broad areas of research, including emotion, development, memory, and psychopathology. We will focus on well-substantiated research and current trends within each of these categories. This course is designed to align with Excelsior College’s UExcel Psychology examination. Visit the Excelsior website [1] to download the content guide for the PSYX-101 exam. For more information about this partnership, and earning credit through Excelsior College, go here [2]. [1] http:/…
This course will introduce you to the fundamental principles of psychology and to the major subjects of psychological inquiry. It has been designed to not only provide you with the tools necessary for the study of psychology but to present you with a sampling of the major areas of psychology research. The course begins with a short overview of how psychology developed as an academic discipline and an introduction to a number of the principle methodologies most commonly deployed in its study. The subsequent units are arranged around broad areas of research, including emotion, development, memory, and psychopathology. We will focus on well-substantiated research and current trends within each of these categories.
In this course, we will look at the properties behind the basic concepts of probability and statistics and focus on applications of statistical knowledge. We will learn how statistics and probability work together. The subject of statistics involves the study of methods for collecting, summarizing, and interpreting data. Statistics formalizes the process of making decisionsand this course is designed to help you cultivate statistic literacy so that you can use this knowledge to make better decisions. Note that this course has applications in sciences, economics, computer science, finance, psychology, sociology, criminology, and many other fields. Every day, we read articles and reports in print or online. After finishing this course, you should be comfortable asking yourself whether the articles make sense. You will be able to extract information from the articles and display that information effectively. You will also be able to understand the basics of how to draw statistical conclusions.
This course will introduce you to the concepts and ideas in the area of social psychology. Social Psychology aims to discover the different ways in which people interact with other individuals, groups, and the larger society as a whole, as well as why people act in certain ways. As with an anthropology or sociology course, social psychology looks at the inner workings of groups of people. However, it differs from these courses in terms of its focus; social psychology focuses primarily on the single individual’s psychology as part of the group or society, rather than the culture or group interaction (though both of these areas have some relevance in social psychology). This may seem to be quite a broad subject area and it is. Humans are social creatures (in other words, they have evolved to be able to interact and communicate at high levels with individuals of their own species) and almost invariably exist in a social context (even a situation in which society is absent could be studied by social psychologi…
This course will introduce you to the major concepts of and debates surrounding industrial and organizational psychology. Industrial and organizational psychology is the application of psychological research and theory to human interaction (both with other humans and with human factors, or machines and computers) in the workplace. The phrase “industrial and organizational psychology” (sometimes referred to as “I/O”) may be somewhat misleading, as the field deals less with actual organizations and/or industries and more with the people in these areas. As mentioned above, “I/O” is an applied psychological science, which means that it takes research findings and theories that may have originally been used to explain a general phenomenon of human behavior and applies them to human behavior in a specific setting (here, the workplace). Consider, for example, the fact that many jobs require applicants to take a personality test. Psychologists originally developed this test to detect and diagnose abnorm…
This course introduces learners to the principles of learning and behavior by surveying relevant theoretical and empirical approaches within psychology. The overall emphasis is on the theoretical foundations of psychology as they relate to human learning and behavior. The following topics will be reviewed: historical perspectives of early learning theories, prevailing theories of human development, classical and operant conditioning, effects stimuli have on learning and behavior, social learning, motivation, cognitive developmental theory in the context of learning stages and processes, memory and human information processing models, and problem-solving methods. Understanding these human processes is an integral part of psychology and other domains of human behavior, such as marketing, sports, health, education and relationships. Learning theories are an outgrowth from philosophies of thought. The philosophical approaches of rationalism and empiricism, and the works of Plato and Descarte form the…
Cultural Psychology reviews the cultural, community, and ecological factors that play a role in how people perceive their environment. It is the integration of the nature and nurture phenomenas, whereby an individual’s psyche is determined, or at least influenced, by both that individual’s culture and those other cultures to which the individual is exposed. This may include many layers and levels, such as those discussed by Bronfenbrenner’s ecological systems theory, including the microsystem, mesosystem, exosystem, macrosystem, and chronosystem. For example: On a small scale, it is easy to see how an individual living in New York City would encounter different psychosocial stressors than a person living on a farm in Iowa might. On a much larger scale, a person living in the United States may differ greatly, in cultural terms, from an individual living in China. It may be easy to tell that two cultures are different from one another, but identifying exactly what we meanand all that is encompas…
This course will introduce you to the psychology behind gender and sexuality, or the study of the different ways our gender roles and sexual identities impact our lives. Although the terms “gender” and “sex” are often used synonymously in everyday speech, this course will assign the terms two different meanings. “Sex” refers to biological differencei.e. whether you are a female or male from a biological standpoint. “Gender” refers to the social and psychological attributes that come along with one’s sex. Though these terms are similar and relate to one another, there is a distinct difference between the two that you should recognize for the purposes of this course. In this course, we will take a look at how our understanding of our own gender and sex can affect different aspects of our functioning, while also identifying the factors in our lives that can impact our gender and sex. While we often assume we know a lot about how gender affects our lives and the lives of the opposite gender, t…
This course covers central topics in language processing, including: the structure of language; sentence, discourse, and morphological processing; storage and access of words in the mental dictionary; speech processing; the relationship between the computational resources available in working memory and the language processing mechanism; and ambiguity resolution. The course also considers computational modeling, including connectionist models; the relationship between language and thought; and issues in language acquisition including critical period phenomena, the acquisition of speech, and the acquisition of words. Experimental methodologies such as self-paced reading, eye-tracking, cross-modal priming, and neural imaging methods are also examined.
Introduction to the principal areas, problems, and concepts of psychology.
Build your earth science vocabulary and learn about cycles of matter and types of sedimentary rocks through the Education Portal course Earth Science 101: Earth Science. Our series of video lessons and accompanying self-assessment quizzes can help you boost your scientific knowledge ahead of the Excelsior Earth Science exam . This course was designed by experienced educators and examines both science basics, like experimental design and systems of measurement, and more advanced topics, such as analysis of rock deformation and theories of continental drift.
What do your dreams mean? Can apes learn sign language? Why cant we tickle ourselves? Paul Bloom answers these and more.
How a psychological understanding of our emotions and behaviour can give us new ways to improve mental health and well-being.
We will examine current research and theory regarding the validity and utility of commonly accepted gender differences in many realms. Topics include: gender differences in cognitive abilities; the social construction of gender; developmental, family, educational and medical influences; and political and economic forces.
To provide instruction and dialog on practical ethical issues relating to the responsible conduct of human and animal research in the brain and cognitive sciences. Specific emphasis will be placed on topics relevant to young researchers including data handling, animal and human subjects, misconduct, mentoring, intellectual property, and publication.
This series of research talks by members of the Department of Brain and Cognitive Sciences introduces students to different approaches to the study of the brain and mind.
Topics include:
- From Neurons to Neural Networks
- Prefrontal Cortex and the Neural Basis of Cognitive Control
- Hippocampal Memory Formation and the Role of Sleep
- The Formation of Internal Modes for Learning Motor Skills
- Look and See: How the Brain Selects Objects and Directs the Eyes
- How the Brain Wires Itself
