If machine learning transforms the nature of knowledge, does it also transform the practice of critical thought? Machine learning—programming computers to learn from data—has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as operational algorithms) anchor the field of data science. They have also become mundane mechanisms deeply embedded in a variety of systems and gadgets. In contexts from the everyday to the esoteric, machine learning is said to transform the nature of knowledge. In this book, Adrian Mackenzie investigates whether machine learning also transforms the practice of critical thinking. Mackenzie focuses on machine learners—either humans and machines or human-machine relations—situated among settings, data, and devices. The settings range from fMRI to Facebook; the data anything from cat images to DNA sequences; the devices include neural networks, support vector machines, and decision trees. He examines specific learning algorithms—writing code and writing about code—and develops an archaeology of operations that, following Foucault, views machine learning as a form of knowledge production and a strategy of power. Exploring layers of abstraction, data infrastructures, coding practices, diagrams, mathematical formalisms, and the social organization of machine learning, Mackenzie traces the mostly invisible architecture of one of the central zones of contemporary technological cultures. Mackenzie's account of machine learning locates places in which a sense of agency can take root. His archaeology of the operational formation of machine learning does not unearth the footprint of a strategic monolith but reveals the local tributaries of force that feed into the generalization and plurality of the field.
Timberlake website Another useful website is www.timberlake.co.uk. Timberlake Consultants is a statistical consultancy company that also distributes and ...
Timberlake, E. M., Farber, M. Z., & Sabatino, C. A. (2002). The general method of social work practice (4th ed.). Boston: Allyn & Bacon. Timberlake, E. M. ...
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... is much higher than in the United States, with the prevalence in France being perhaps the highest (Heuveline and Timberlake 2004; Toulemon 1997).
HENRY TIMBERLAKE'S CHEROKEE WAR SONG 1. That Timberlake's memoir contains the first English translation of the words of a Native American song seems to have ...
But Timberlake seems to have had a bit more literary sensitivity - suggested by his translation of the Cherokee war song in his memoirs - than these earlier ...
Timberlake , Michael . 1985. " The World System Perspective and Urbanization . ” In Michael Timberlake ( ed . ) , Urbanization in the World Economy , 3-4 .
The poor tend to live in dwellings that are structurally unsuited to withstand the impact of environmental extremes (Wijkman and Timberlake 1984, pp.
To display and share his discoveries, in 1940 Johnson built the Timberlake Museum on his farm. It remained open to the public during the summer and for ...