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dewey-ones:"006 - Special computer methods"
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1
The applied artificial intelligence workshop
by
So, Anthony
,
So, William
,
Nagy, Zsolt
Published 2020
Packt Publishing
Table of Contents:
“
... 1.03: Fixing the First and Second Moves of the AI to Make It Invincible --
Heuristics
-- Uninformed...
”
Call Number:
Q335
Read Now
2
Artificial Intelligence in Industry 4.0 and 5G Technology
Published 2022
John Wiley & Sons, Incorporated
Call Number:
TA347.A78
Read Now
3
Machine learning engineering with MLflow : manage the end-to-end machine learning lifecycle with MLflow
by
Lauchande, Natu
Published 2021
Packt Publishing
Table of Contents:
“
...Problem statement -- Success and failure definition -- Model output -- Output usage --
Heuristics
...
”
Call Number:
Q325.5
Read Now
4
Quotient space based problem solving : a theoretical foundation of granular computing
by
Zhang, Ling
Published 2014
Morgan Kaufmann
Table of Contents:
“
... worlds -- chapter 5. Automatic spatial planning -- chapter 6. Statistical
heuristic
search -- chapter 7...
”
Call Number:
QA76.9.S63
Read Now
5
Introduction to deep learning using R : a step-by-step guide to learning and implementing deep learning models using R
by
Beysolow, Taweh
Published 2017
Apress, Distributed by Springer Science + Business Media
Table of Contents:
“
... -- Experimental design and
heuristics
-- Hardware and software suggestions -- Machine learning example problems...
”
Call Number:
Q325.5
Read Now
6
Hyperparameter tuning with Python : boost your machine learning model's performance via hyperparameter tuning
by
Owen, Louis
Published 2022
Packt Publishing Ltd.
Table of Contents:
“
... Exhaustive Search Exploring Bayesian Optimization Exploring
Heuristic
Search Exploring Multi-Fidelity...
”
Call Number:
Q325.5
Read Now
7
Assimilate Google machine learning certification
by
Gift, Noah
Published 2022
Pragmatic AI Solutions
“
... EP2 problem framing
heuristics
and recommendation engines Learning Objectives Learn to master ML...
”
Call Number:
Q325.5
Read Now
8
Artificial intelligence with Python : build real-world artificial intelligence applications with Python to intelligently interact with the world around you
by
Joshi, Prateek
Published 2017
Packt Publishing
Table of Contents:
“
... family tree; Analyzing geography; Building a puzzle solver; Summary; Chapter 7:
Heuristic
Search...
”
Call Number:
QA76.73.P98
Read Now
9
UNLEASHING THE POWER OF UX ANALYTICS : proven techniques and strategies for uncovering user insights to deliver delightful user experience
by
Hendrickson, Jeff
Published 2023
Packt Publishing Ltd.
Call Number:
QA76.9.H85
Read Now
10
Design to thrive : creating social networks and online communities that last
by
Howard, Tharon W.
Published 2010
Morgan Kaufmann Publishers
Table of Contents:
“
... for sustainable online communities? -- I. What is a "
heuristic
" and why do we need one? -- II. RIBS theory/process...
”
Call Number:
HM742
Read Now
11
Machine learning approach for cloud data analytics in IoT
Published 2021
John Wiley & Sons, Inc.
Table of Contents:
“
... -- Performance Metrics for Comparison of
Heuristics
Task Scheduling Algorithms in Cloud Computing Platform...
”
Call Number:
Q325.5
Read Now
12
Using WebPageTest : web performance testing for novices and power users
by
Viscomi, Rick
,
Davies, Andy
,
Duran, Marcel
Published 2015
O'Reilly Media
Table of Contents:
“
...; Analyzing Cachability;
Heuristic
Caching; Chapter 4. Comparing Tests; Perceived Performance; Capture Video...
”
Call Number:
TK5105.888
Read Now
13
Streaming systems : the what, where, when, and how of large-scale data processing
by
Akidau, Tyler
,
Chernyak, Slava
,
Lax, Reuven
Published 2018
O'Reilly Media, Inc.
Table of Contents:
“
...;
Heuristic
Watermark Creation; Watermark Propagation; Understanding Watermark Propagation; Watermark...
”
Call Number:
TK5105.386
Read Now
14
MULTIAGENT SYSTEMS : introduction and coordination control
by
Mahmoud, Magdi S.
Published 2020
CRC Press
Table of Contents:
“
...3.1.3
Heuristic
Dynamic Programming -- 3.1.4 Discrete-Time Bellman Equation -- 3.1.5 Value...
”
Call Number:
QA76.76.I58
Read Now
15
Swarm intelligence and evolutionary computation : theory, advances and applications in machine learning and deep learning
by
Kouziokas, Georgios N.
Published 2023
CRC Press
“
... and evolutionary computation including several recent meta-
heuristic
algorithms and also providing practical...
”
Call Number:
Q337.3
Read Now
16
Artificial Intelligence : a new synthesis
by
Nilsson, Nils J.
Published 1998
Morgan Kaufmann Publishers
“
... important and lasting ideas in AI. Neural networks, genetic programming, computer vision,
heuristic
search...
”
Call Number:
Q335
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