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1
Book
Probabilistic machine learning : an introduction /
Murphy, Kevin P.
2022
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2
Book
Math for deep learning : what you need to know to understand neural networks /
Kneusel, Ronald T.
2022
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3
Book
An introduction to statistical learning : with applications in R /
James, Gareth
2021
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4
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Practical deep learning : a Python-based introduction /
Kneusel, Ronald T.
2021
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5
Book
Interpretable Artificial Intelligence : a perspective of granular computing /
Pedrycz, Witold
2021
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Mathematics for machine learning /
Deisenroth, Marc Peter
2020
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7
Book
Data-driven science and engineering : machine learning, dynamical systems, and control /
Brunton, Steven L.
2019
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8
Book
The data science design manual /
Skiena, Steven S.
2017
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9
Book
Deep learning /
Goodfellow, Ian
2016
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Available as
Print Edition
9
Material Type
Book
9
Type of Literature
Handbook, Textbook
2
Year of Publication
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Location
IAS-9
IEK-1
1
IEK-10
1
IEK-13
1
INM-1
1
JCNS-4
1
Name
Kneusel, Ronald T.
2
Bengio, Yoshua
1
Brunton, Steven L.
1
Chen, Shyi-Ming
1
Courville, Aaron
1
Deisenroth, Marc Peter
1
more ...
Faisal, A. Aldo
1
Goodfellow, Ian
1
Hastie, Trevor
1
James, Gareth
1
Kutz, J. Nathan
1
Murphy, Kevin P.
1
Ong, Cheng Soon
1
Pedrycz, Witold
1
Skiena, Steven S.
1
Tibshirani, Robert
1
Witten, Daniela
1
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Subject
artificial intelligence
9
mathematical statistics
4
linear algebra
3
machine learning
3
neural network (computing)
3
regression analysis
3
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big data
2
computer algorithm
2
learning
2
probability
2
Python (programming language)
1
R (programming language)
1
analytical geometry
1
classification
1
data analysis
1
decision theory
1
driven dynamical system
1
dynamical system
1
evaluation
1
infinitesimal calculus
1
information theory
1
knowledge representation
1
metrics
1
modeling
1
optimization
1
statistical analysis
1
statistics
1
text and document processing
1
visualization
1
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Classification
DYA - Artificial intelligence
8
DPA - Electronic data processing - applications
2
MWH - Statistics
2
MFB - Linear algebra
1
Language
English
9
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