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An Introduction to Deep Learning

Eugene Charniak (Autor)

Buch | Softcover

220 Seiten

2018
Addison-Wesley Educational Publishers Inc (Verlag)
9780135116531 (ISBN)

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An Introduction to Deep Learning is the complete guide to writing deep learning programs with the widely-used Python language and TensorFlow programming environment. Building on his pioneering undergraduate and graduate courses, Brown University professor Eugene Charniak covers every key concept and technique, including feed-forward neural nets, convolutional neural nets, word embeddings, recurrent neural nets, sequence-to-sequence learning, deep reinforcement learning, unsupervised models, and more. Each chapter contains a full programming project and a set of exercises carefully crafted to help readers build mastery, as well as additional readings and references for even deeper insight.

Erscheint lt. Verlag	28.10.2018
Verlagsort	New Jersey
Sprache	englisch
Maße	178 x 232 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Informatik ► Web / Internet
ISBN-13	9780135116531 / 9780135116531
Zustand	Neuware