Download Introduction to Machine Learning with ENCOG 3 [2013, ENG] Torrent

Introduction to Machine Learning with ENCOG 3 [2013, ENG]

01.Introduction to Machine Learning

02.Applications of Machine Learning

03.Machine Learning Tasks

04.Introduction to Neural Networks

01.Introduction.wmv	WMV	1.11 MB
02.Outline.wmv	WMV	1000.11 KB
03.Human Neuron vs Artificial Neuron.wmv	WMV	2.43 MB
04.Neuron Computation.wmv	WMV	1.64 MB
05.Neural Network Component - Neuron Types.wmv	WMV	3.02 MB
06.Neural Network Component - Weights.wmv	WMV	1.32 MB
07.Neural Network Component - Activation Function.wmv	WMV	3.09 MB
08.Neural Network Component - Layers.wmv	WMV	2.01 MB
09.Neural Network Computation.wmv	WMV	4.09 MB
10.Model Creation.wmv	WMV	4.32 MB
11.Model Training.wmv	WMV	6.82 MB
12.Model Validation.wmv	WMV	953.16 KB
13.Summary.wmv	WMV	1.59 MB

05.Introduction to ENCOG 3

06.Neural Network Components in ENCOG for .NET

01.Introduction.wmv	WMV	598.07 KB
02.Outline.wmv	WMV	624.51 KB
03.Data.wmv	WMV	3.89 MB
04.Network.wmv	WMV	4.18 MB
05.Training.wmv	WMV	1.92 MB
06.Evaluation.wmv	WMV	900.34 KB
07.XOR Problem.wmv	WMV	844.58 KB
08.Demo - XOR problem with ENCOG 3 in C#.wmv	WMV	12.35 MB

07.Propagation Training

01.Introduction.wmv	WMV	366.27 KB
02.Outline.wmv	WMV	527.68 KB
03.Propagation Training.wmv	WMV	2.6 MB
04.Basic Concepts.wmv	WMV	3.67 MB
05.Back Propagation Algorithm.wmv	WMV	1.61 MB
06.Manhattan Update Rule.wmv	WMV	1.25 MB
07.Quick Propagation Algorithm.wmv	WMV	974.33 KB
08.Resilient Propagation Algorithm.wmv	WMV	1.93 MB
09.Scaled Conjugate Gradient.wmv	WMV	791.77 KB
10.Levenberg Marquardt Algorithm.wmv	WMV	1.08 MB
11.Demo.wmv	WMV	1.29 MB
12.Summary.wmv	WMV	834.24 KB

08.Data Normalization

01.Introduction.wmv	WMV	788.81 KB
02.Outline.wmv	WMV	910.12 KB
03.Field Types.wmv	WMV	3.18 MB
04.Need Of Normalization.wmv	WMV	3.07 MB
05.Normalization and De-Normalization.wmv	WMV	1.87 MB
06.Numeric Data Field Normalization.wmv	WMV	2.6 MB
07.Numeric Data Field Normalization in ENCOG.wmv	WMV	2.24 MB
08.Nominal Data Field Normalization.wmv	WMV	4 MB
09.ENCOG Analyst.wmv	WMV	1.66 MB
10.Summary.wmv	WMV	898.45 KB

09.Case Studies (Classification and Regression Task)

01.Introduction.wmv	WMV	463.1 KB
02.Outline.wmv	WMV	1.7 MB
03.Case Study 1 - Classification Task.wmv	WMV	2.58 MB
04.Flow Chart 1.wmv	WMV	2.07 MB
05.Demo - Case Study 1 - Shuffle 1.wmv	WMV	5.25 MB
06.Demo - Case Study 1 - Segregate.wmv	WMV	4.66 MB
07.Demo - Case Study 1 - Normalize.wmv	WMV	6.61 MB
08.Demo - Case Study 1 - Create Network.wmv	WMV	4.92 MB
09.Demo - Case Study 1 - Train Network.wmv	WMV	4.12 MB
10.Demo - Case Study 1 - Evaluate Network.wmv	WMV	9.17 MB
11.Case Study 2 - Regression Task.wmv	WMV	2.4 MB
12.Flow Chart 2.wmv	WMV	2.01 MB
13.Demo - Case Study 1 - Shuffle 2.wmv	WMV	3.17 MB
14.Demo - Case Study 2 - Segregate.wmv	WMV	1.86 MB
15.Demo - Case Study 2 - Normalize.wmv	WMV	7.6 MB
16.Demo - Case Study 2 - Create Network.wmv	WMV	1.86 MB
17.Demo - Case Study 2 - Train Network.wmv	WMV	1.35 MB
18.Demo - Case Study 2 - Evaluate Network.wmv	WMV	4.98 MB
19.Summary.wmv	WMV	898.45 KB

ZIP

5.01 MB

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Introduction to Machine Learning with ENCOG 3 [2013, ENG]

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