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1
Book
The principles of deep learning theory : an effective theory approach to understanding neural networks /
Roberts, Daniel A.
2022
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“
...
machine
learning
...
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2
Book
Machine learning : a first course for engineers and scientists /
Lindholm, Andreas
2022
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machine
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3
Book
Probabilistic machine learning : an introduction /
Murphy, Kevin P.
2022
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machine
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4
Book
Computer vision : algorithms and applications /
Szeliski, Richard
2022
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machine
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5
Book
Deep learning : a visual approach /
Glassner, Andrew
2021
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machine
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6
Book
Practical deep learning : a Python-based introduction /
Kneusel, Ronald T.
2021
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machine
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7
Book
Introduction to probability and statistics for engineers and scientists /
Ross, Sheldon M.
2021
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machine
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8
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Mathematics for machine learning /
Deisenroth, Marc Peter
2020
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machine
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9
Book
Data mining and machine learning : fundamental concepts and algorithms /
Zaki, Mohammed J.
2020
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machine
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10
Book
Machine learning : a probabilistic perspective /
Murphy, Kevin P.
2012
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machine
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11
Book
Principles and theory for data mining and machine learning /
Clarke, Bertrand
2009
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machine
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Available as
Print Edition
11
Material Type
Book
11
Type of Literature
Handbook, Textbook
2
Year of Publication
From:
To:
Location
IAS-9
ZB
2
INM-1
1
INM-6
1
JCNS-4
1
Name
Murphy, Kevin P.
2
Clarke, Bertrand
1
Deisenroth, Marc Peter
1
Faisal, A. Aldo
1
Fokoué, Ernest
1
Glassner, Andrew
1
more ...
Hanin, Boris
1
Kneusel, Ronald T.
1
Lindholm, Andreas
1
Lindsten, Fredrik
1
Meira, Wagner, Jr.
1
Ong, Cheng Soon
1
Roberts, Daniel A.
1
Ross, Sheldon M.
1
Schön, Thomas B.
1
Szeliski, Richard
1
Wahlström, Niklas
1
Yaida, Sho
1
Zaki, Mohammed J.
1
Zhang, Hao Helen
1
see all ...
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Subject
machine learning
11
classification
4
mathematical statistics
4
neural network (computing)
4
regression analysis
4
artificial intelligence
3
more ...
Bayes theorem
2
computer algorithm
2
data mining
2
statistics
2
Python (programming language)
1
analytical geometry
1
clustering
1
clustering algorithm
1
computer graphics
1
computer vision
1
data analysis
1
decision theory
1
evaluation
1
hypothesis
1
image processing
1
information theory
1
linear algebra
1
metrics
1
optimization
1
pattern recognition
1
prediction analysis
1
probability
1
probability theory
1
random variable
1
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Classification
DYA - Artificial intelligence
9
DPAD - Data mining, text mining, big data
2
MWH - Statistics
2
DSA - Computer graphics, image/photo editing
1
MFB - Linear algebra
1
MSF - Mathematical methods in engineering
1
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MWA - Probability theory - general
1
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Language
English
11
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