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An introduction to Statistical Learning: with application in R
n Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant…
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- 9781071614181
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- 6
Hands-On Machine learning with Scikit-Learn, Keras, and TensorFlow
By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks.
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- 9789355421982
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- 0
The Hundred-Page Machine Learning
Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.
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- 978199979548
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- 0
Meditations
Meditations is a series of personal writings by Marcus Aurelius, Roman Emperor 161–180 CE, setting forth his ideas on Stoic philosophy.Marcus Aurelius wrote the 12 books of the Meditations in Koine Greek as a source for his own guidance and self-improvement. It is possible that large portions of the work were written at Sirmium, where he spent much time planning military campaigns from 170 to…
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- 9781503280465
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- 1
The Dream of Reason: A History of Philosophy from the Greeks to the Renaissance
Already a classic in its first year of publication, this landmark study of Western thought takes a fresh look at the writings of the great thinkers of classic philosophy and questions many pieces of conventional wisdom.
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- 9780393049510
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- 9
21 Lessons for the 21st Century
In a world deluged by irrelevant information, clarity is power. Censorship works not by blocking the flow of information, but rather by flooding people with disinformation and distractions. 21 Lessons for the 21st Century cuts through these muddy waters and confronts some of the most urgent questions on today’s global agenda.
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- 10 0525512179
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- 1
Prisoners of Geography
Prisoners of Geography covers the geopolitical contexts and situations in several vital regions of the world. These include: Russia, China, the United States, Europe, the Arab World, South Asia (mainly focusing on the geopolitical anomalies of India and Pakistan), Africa, Japan and Korea, Latin America, and the Arctic Ocean (mainly to cover the geopolitics of the Arctic resources race).
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- 9781783962433
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- 9
Sapiens: A brief History of Humankind
Starting from this provocative idea, Sapiens goes on to retell the history of our species from a completely fresh perspective. It explains that money is the most pluralistic system of mutual trust ever devised; that capitalism is the most successful religion ever invented; that the treatment of animals in modern agriculture is probably the worst crime in history; and that even though we are far…
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Totto-chan: The Little Girl at the Window
This engaging series of childhood recollections tells about an ideal school in Tokyo during World War II that combined learning with fun, freedom, and love. This unusual school had old railroad cars for classrooms, and it was run by an extraordinary man--its founder and headmaster, Sosaku Kobayashi--who was a firm believer in freedom of expression and activity.
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- 9784770020673
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- 8