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dewey-ones:"006 - Special computer methods"
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1
Statistical
reinforcement learning : modern machine learning approaches
by
Sugiyama, Masashi
Published 2015
CRC Press
“
... to the field,
Statistical
Reinforcement Learning: Modern Machine Learning Approaches presents fundamental...
”
Call Number:
Q325.6
Read Now
2
Applied probability &
statistics
: for computer science, data science & machine learning
Published 2022
PACKT Publishing
Subjects:
“
...
Statistics
/ Data processing / fast...
”
Call Number:
Q325.5
Read Now
3
Statistical
learning and data science
Published 2012
CRC Press, Taylor & Francis Group
Table of Contents:
“
...I.
Statistical
and machine learning -- II. Data science, foundations, and applications -- III...
”
Call Number:
Q325.5
Read Now
4
Statistics
for big data for dummies
by
Anderson, Alan
,
Semmelroth, David
Published 2015
John Wiley and Sons, Inc.
Table of Contents:
“
... probabilities; Conditional probabilities; Chapter 5 Basic
Statistical
Ideas; Some Preliminaries Regarding Data...
”
Call Number:
QA76.9.D343
Read Now
5
Image
statistics
in visual computing
by
Pouli, Tania
,
Cunningham, Douglas W.
,
Reinhard, Erik
Published 2013
CRC Press
“
...To achieve the complex task of interpreting what we see, our brains rely on
statistical
...
”
Call Number:
TA1634
Read Now
6
STATISTICS
AND MACHINE LEARNING WITH R WORKSHOP : unlock the power of efficient data science modeling with this hands-on guide
by
Peng, Liu
Published 2023
Packt Publishing Ltd.
Table of Contents:
“
... -- Part 1:
Statistics
Essentials -- Chapter 1: Getting Started with R -- Technical requirements...
”
Call Number:
Q325.5
Read Now
7
Practical time series analysis : prediction with statistics and machine learning
by
Nielson, Aileen
Published 2019
O'Reilly Media
“
... with both
statistical
and machine learning techniques will increase. Covering innovations in time series...
”
Call Number:
Q325.5
Read Now
8
Computational
statistical
methodologies and modeling for artificial intelligence
Published 2023
CRC Press
Table of Contents:
“
...
Statistics
and AI Methods with Applications -- Chapter 1A Review of Computational
Statistics
and Artificial...
”
Call Number:
Q335
Read Now
9
Handbook of
statistical
analysis and data mining applications
by
Nisbet, Robert
Published 2009
Academic Press/Elsevier
Subjects:
“
...Data mining /
Statistical
methods / http://id.loc.gov/authorities/subjects/sh2019001833...
”
Call Number:
QA76.9.D343
Read Now
10
The essential machine learning foundations : math, probability, statistics, and computer science (Video Collection)
Published 2022
Addison-Wesley Professional
“
...Math, probability,
statistics
, and computer science...
”
Call Number:
Q325.5
Read Now
11
Introduction to
statistical
and machine learning methods for data science
by
Reis Pinheiro, Carlos Andre
Published 2021
SAS Institute
Subjects:
“
...Machine learning /
Statistical
methods / fast...
”
Call Number:
Q325.5
Read Now
12
Machine learning for developers : uplift your regular applications with the power of statistics, analytics, and machine learning
by
Bonnin, Rodolfo
Published 2017
Packt Publishing
“
...Uplift your regular applications with the power of
statistics
, analytics, and machine learning...
”
Call Number:
Q325.5
Read Now
13
Becoming a data head : how to think, speak, and understand data science, statistics, and machine learning
by
Gutman, Alex J.
,
Goldmeier, Jordan
Published 2021
John Wiley & Sons Inc.
Table of Contents:
“
... to think
statistically
-- Part II. Speaking like a data head. Explore the data -- Examine the probabilities...
”
Call Number:
QA76.9.D343
Read Now
14
Practical text mining and
statistical
analysis for non-structured text data applications
by
Miner, Gary
Published 2012
Academic
“
... to efficiently use text mining applications and
statistical
analysis. The Handbook of Practical Text Mining...
”
Call Number:
QA76.9.D343
Read Now
15
R in action : data analysis and graphics with R
by
Kabacoff, Robert
Published 2011
Manning
Subjects:
“
...
Statistics
as Topic...
”
Call Number:
QA276.45.R3
Read Now
16
Wavelet neural networks : with applications in financial engineering, chaos, and classification
by
Alexandridis, Antonis K.
Published 2014
John Wiley & Sons, Inc.
“
...
statistical
model identification framework to successfully apply wavelet networks in various applications...
”
Call Number:
QA403.3
Read Now
17
Machine learning : kurz & gut
by
Nguyen, Chi Nhan
,
Zeigermann, Oliver
Published 2018
Dpunkt.verlag
Subjects:
“
...
Statistics
/ http://id.loc.gov/authorities/subjects/sh85127580...
”
Call Number:
Q325.5
Read Now
18
Machine Learning - kurz & gut : Eine Einführung mit Python, Pandas und Scikit-Learn
by
Nguyen, Chi Nhan
Published 2021
o'Reilly
Subjects:
“
...
Statistics
/ http://id.loc.gov/authorities/subjects/sh85127580...
”
Call Number:
Q325.5
Read Now
19
Mastering Python for finance : understand, design, and implement state-of-the-art mathematical and statistical applications used in finance with Python
by
Weiming, James Ma
Published 2015
Packt Publishing
“
...Understand, design, and implement state-of-the-art mathematical and
statistical
applications used...
”
Call Number:
QA76.73.P98
Read Now
20
Making sense of data I : a practical guide to exploratory data analysis and data mining
by
Myatt, Glenn J.
Published 2014
John Wiley & Sons, Inc.
Table of Contents:
“
... Tools; B.6 Tables and Graph Tools; B.7
Statistics
Tools; B.8 Grouping Tools; B.9 Models Tools; B.10...
”
Call Number:
QA276
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