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Deep learning in Python : a introduction to convolutional neural networks.

SAGE Research Methods Online (backfile through 2025) Available online

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Format:
Video
Contributor:
Barari, Soubhik, Academic.
Series:
Sage research methods.
Deep Learning in Python ; 8.
Deep Learning in Python ; 8
Language:
English
Subjects (All):
Python (Computer program language).
Machine learning.
Neural networks (Computer science).
Physical Description:
1 online resource (1 video file (00:15:00)) : sound, colour.
Place of Publication:
London : SAGE Publications Ltd, 2019.
Language Note:
Closed-captions in English.
Summary:
Soubhik Barari, PhD student in Political Science, IQSS, at Harvard University, uses Python to set up a convolutional neural networks (CNN) capable of accurately representing complex data, including the how standard and CNNs differ, the difference between vectors and tensors, how to set up CNN using tensors and filters, a sample classification, how filters aid in decision making, how CNNs make predictions, and how to train a CNN.
Participant:
Academic, Soubhik Barari.
Notes:
Description based on XML content.
ISBN:
9781526493477
OCLC:
1103526095
Access Restriction:
Restricted for use by site license.

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