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1
Deep learning: Artificial neural networks with Tensorflow
Published 2023
Packt Publishing
Call Number:
Q325.5
Read Now
2
Hands-On Machine Learning with C++ : Build, Train, and Deploy End-To-end Machine Learning and Deep Learning Pipelines
by
Kolodiazhnyi, Kirill
Published 2020
Packt Publishing, Limited
Table of Contents:
“
... -- Regression metrics --
Mean
squared
error
and root
mean
squared
error
-- Mean absolute error -- R squared...
”
Call Number:
QA76.73.C153
Read Now
3
Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks
by
Dawani, Jay
Published 2020
Packt Publishing
Table of Contents:
“
... -- Estimation --
Mean
squared
error
-- Sufficiency -- Likelihood -- Confidence intervals -- Bayesian estimation...
”
Call Number:
Q325.5
Read Now
4
Practical machine learning : tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques
by
Gollapudi, Sunila
Published 2016
Packt Publishing
Table of Contents:
“
... learning; Performance measures; Is the solution good?;
Mean
squared
error
(MSE); Mean absolute error (MAE...
”
Call Number:
Q325.5
Read Now
5
Learning Apache Mahout : acquire practical skills in Big Data Analytics and explore data science with Apache Mahout
by
Tiwary, Chandramani
Published 2015
Packt Publishing
Table of Contents:
“
...; Regression; Mean absolute error; Root
mean
squared
error
; R-square; Adjusted R-square; Recommendation system...
”
Call Number:
Q325.5
Read Now
6
Beginning anomaly detection using Python-based deep learning : with Keras and PyTorch
by
Alla, Sridhar
,
Adari, Suman Kalyan
Published 2019
Apress
Call Number:
QA76.9.A25
Read Now
7
Pro machine learning algorithms : a hands-on approach to implementing algorithms in Python and R
by
Ayyadevara, V. Kishore
Published 2018
Apress
Table of Contents:
“
... Regression a Little; Arriving at Optimal Coefficient Values; Introducing Root
Mean
Squared
Error
...
”
Call Number:
Q325.5
Read Now
8
Profit from your forecasting software : a best practice guide for sales forecasters
by
Goodwin, Paul
Published 2018
John Wiley & Sons, Inc.
Table of Contents:
“
... (MAE); 3.4.2 The
Mean
Squared
Error
(MSE); 3.5 Percentage Accuracy Measures; 3.5.1 The Mean Absolute...
”
Call Number:
HF5438.4
Read Now
9
Intelligent data analysis for biomedical applications : challenges and solutions
Published 2019
Academic Press
Table of Contents:
“
... of Segmentation Techniques; 2.4.1
Mean
-
Square
Error
; 2.4.2 Root-
Mean
-
Square
-
Error
; 2.4.3 Signal-to-Noise Ratio...
”
Call Number:
QH324.2
Read Now
10
Optimization techniques in engineering : advances and applications
by
Khosla, Anita
Published 2023
John Wiley & Sons, Incorporated
Table of Contents:
“
... Forests -- 8.3.3 XGBoost -- 8.3.4 SVM -- 8.4 Performance Indices -- 8.4.1 Root
Mean
Squared
Error
(RMSE...
”
Call Number:
TA342
Read Now
11
Modern deep learning for tabular data : novel approaches to common modeling problems
by
Ye, Andre
,
Wang, Zian
Published 2023
Apress
Table of Contents:
“
...Metrics and Evaluation -- Mean Absolute Error --
Mean
Squared
Error
(MSE) -- Confusion Matrix...
”
Call Number:
Q325.5
Read Now
12
Microsoft Azure machine learning : explore predictive analytics using step-by-step tutorials and build models to make prediction in a jiffy with a few mouse clicks
by
Mund, Sumit
Published 2015
Packt Publishing
Table of Contents:
“
... error -- The root
mean
squared
error
-- The relative absolute error -- The relative squared error...
”
Call Number:
Q325.5
Read Now
13
Environmental science and information application technology : proceedings of the 2014 5th international conference on environmental science and information application technology...
Published 2015
CRC Press
Table of Contents:
“
... of intelligent green building project management definition; Peak
mean
square
error
indicator biometric analysis...
”
Call Number:
GE45.D37
Read Now
14
Hands-on recommendation systems with Python : start building powerful and personalized, recommendation engines with Python
by
Banik, Rounak
Published 2018
Packt Publishing
Table of Contents:
“
...; Ensembling; Bagging and random forests; Boosting; Evaluation metrics; Accuracy; Root
mean
square
error
...
”
Call Number:
QA76.73.P98
Read Now
15
Introduction to machine learning with R : rigorous mathematical analysis
by
Burger, Scott, V.
Published 2018
O'Reilly Media, Inc.
Table of Contents:
“
...Polynomial RegressionGoodness of Fit with Data--The Perils of Overfitting; Root-
Mean
-
Square
Error
...
”
Call Number:
QA76.73.R3
Read Now
16
Advanced applied deep learning : convolutional neural networks and object detection
by
Michelucci, Umberto
Published 2019
Apress
Table of Contents:
“
... Cost Functions;
Mean
Square
Error
; Intuitive Explanation; MSE as the Second Moment of a Moment...
”
Call Number:
Q325.5
Read Now
17
Deep learning and the game of Go
by
Pumperla, Max
,
Ferguson, Kevin
Published 2019
Manning Publications Co.
Table of Contents:
“
.... What is a loss function? -- 5.4.2.
Mean
squared
error
-- 5.4.3. Finding minima in loss functions...
”
Call Number:
Q325.5
Read Now
18
Fundamentals of applied probability and random processes
by
Ibe, Oliver C.
Published 2014
Academic Press
Table of Contents:
“
....Minimum
Mean
Squared
Error
Estimation -- 9.4.Hypothesis Testing --...
”
Call Number:
QA273
Read Now
19
Statistics and mathematics for data science and data analytics
by
Schuler, Nikolai
Published 2023
Packt Publishing
Call Number:
QA276.4
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