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1
Book
Materials data science : introduction to data mining, machine learning, and data-driven predictions for materials science and engineering /
Sandfeld, Stefan
2024
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2
Book
Machine learning in modeling and simulation : methods and applications /
Rabczuk, Timon
2023
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3
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Math for deep learning : what you need to know to understand neural networks /
Kneusel, Ronald T.
2022
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4
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Probabilistic machine learning : an introduction /
Murphy, Kevin P.
2022
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5
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Practical deep learning : a Python-based introduction /
Kneusel, Ronald T.
2021
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6
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An introduction to statistical learning : with applications in R /
James, Gareth
2021
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7
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Interpretable Artificial Intelligence : a perspective of granular computing /
Pedrycz, Witold
2021
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8
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Mathematics for machine learning /
Deisenroth, Marc Peter
2020
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9
Book
Data-driven science and engineering : machine learning, dynamical systems, and control /
Brunton, Steven L.
2019
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10
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The data science design manual /
Skiena, Steven S.
2017
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11
Book
Deep learning /
Goodfellow, Ian
2016
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Available as
Print Edition
11
Material Type
Book
11
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
Bathe, Klaus-Jürgen
1
Bengio, Yoshua
1
Brunton, Steven L.
1
Chen, Shyi-Ming
1
Courville, Aaron
1
more ...
Deisenroth, Marc Peter
1
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
Rabczuk, Timon
1
Sandfeld, Stefan
1
Skiena, Steven S.
1
Tibshirani, Robert
1
Witten, Daniela
1
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Subject
artificial intelligence
11
machine learning
5
neural network (computing)
5
mathematical statistics
4
data analysis
3
linear algebra
3
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regression analysis
3
big data
2
computer algorithm
2
information theory
2
learning
2
modeling
2
probability
2
statistics
2
Python (programming language)
1
R (programming language)
1
analytical geometry
1
classification
1
data mining
1
data science
1
data structure
1
decision theory
1
driven dynamical system
1
dynamical system
1
engineering
1
evaluation
1
infinitesimal calculus
1
knowledge representation
1
materials science
1
metrics
1
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Classification
DYA - Artificial intelligence
10
DPA - Electronic data processing - applications
2
MWH - Statistics
2
FAN - Solid state physics - mathematical methods, computer applications
1
MFB - Linear algebra
1
MWG - Simulation, Monte Carlo method, random numbers
1
Language
English
11
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