Download Advanced Machine Learning with ENCOG - Part 2 [2014, ENG] Torrent

Advanced Machine Learning with ENCOG - Part 2 [2014, ENG]

01. Course Introduction

02. Unsupervised Competitive Networks

02_01-Introduction.mp4	MP4	1.77 MB
02_04-Unsupervised Learning Tasks.mp4	MP4	8.09 MB
02_05-Unsupervised Networks.mp4	MP4	2.77 MB
02_06-Self-Organizing Map (SOM) Introduction.mp4	MP4	3.09 MB
02_07-Example Dataset.mp4	MP4	2.66 MB
02_08-SOM Network Topology.mp4	MP4	6.9 MB
02_09-SOM Training.mp4	MP4	14.48 MB
02_10-SOM Training Using ENCOG.mp4	MP4	10.35 MB
02_11-SOM Demo Setup SOM Network (XAML Part).mp4	MP4	13.82 MB
02_12-SOM Demo Setup SOM Network (Code Behind).mp4	MP4	25.84 MB
02_13-SOM Demo Training SOM Network.mp4	MP4	9.44 MB
02_14-SOM Demo Overlay.mp4	MP4	11.81 MB
02_15-SOM Demo Alternative Visualization Approach.mp4	MP4	22.08 MB
02_16-Applications of SOM.mp4	MP4	2.61 MB
02_17-Other Unsupervised Learning Techniques.mp4	MP4	1.24 MB
02_18-Summary.mp4	MP4	2.34 MB

03. Unsupervised Auto-Associative Networks

03_01-Introduction.mp4	MP4	1.62 MB
03_02-Outline.mp4	MP4	781.46 KB
03_03-Associative Memory.mp4	MP4	5.35 MB
03_04-Types of Associative Memory.mp4	MP4	2.71 MB
03_05-Hopfield Network Introduction.mp4	MP4	2.73 MB
03_06-Hopfield Network Working.mp4	MP4	5.96 MB
03_07-Hopfield Network in ENCOG.mp4	MP4	4.29 MB
03_08-Demo Memory Recall and Reconstruction.mp4	MP4	17.34 MB
03_09-Applications of Hopfield Network.mp4	MP4	838.17 KB
03_10-Summary.mp4	MP4	2.67 MB

04. Case Study Time Series Forecasting

04_02-Outline.mp4	MP4	756.35 KB
04_03-Time Series Forecasting.mp4	MP4	4.51 MB
04_04-Time Series Components.mp4	MP4	3.76 MB
04_05-Forecasting Window.mp4	MP4	3.31 MB
04_06-Forecasting Using Neural Networks.mp4	MP4	6.92 MB
04_07-Forecasting Using ENCOG Framework TemporalMLDataSet.mp4	MP4	1.19 MB
04_08-Forecasting Using ENCOG Framework TemporalDataDescription.mp4	MP4	4.69 MB
04_09-Forecasting Using ENCOG Framework TemporalPoint.mp4	MP4	2.93 MB
04_10-Case Study Time Series Forecasting.mp4	MP4	3.67 MB
04_11-Demo Time Series Forecasting - Introduction.mp4	MP4	12.71 MB
04_12-Demo Step 1 - Read Data.mp4	MP4	3.86 MB
04_13-Demo Step 2 - Normalize Data.mp4	MP4	2.35 MB
04_14-Demo Step 3 - Generate Temporal Data.mp4	MP4	3.84 MB
04_15-Demo Step 4 - Create and Train Neural Network.mp4	MP4	4.25 MB
04_16-Demo Step 5 - Evaluate Neural Network.mp4	MP4	23.39 MB
04_17-Summary.mp4	MP4	3.22 MB

05. Optimization Using Genetic Algorithm

05_01-Introduction.mp4	MP4	2.21 MB
05_02-Outline.mp4	MP4	812.47 KB
05_03-Non-Propagation Supervised Learning.mp4	MP4	4.89 MB
05_04-Optimization Problems.mp4	MP4	4.8 MB
05_05-Search Space.mp4	MP4	2.09 MB
05_06-Genetic Algorithm.mp4	MP4	2.77 MB
05_07-Genetic Algorithm Flowchart.mp4	MP4	1.26 MB
05_08-Population.mp4	MP4	4.57 MB
05_09-Encoding.mp4	MP4	5.37 MB
05_10-Fitness Function.mp4	MP4	2.95 MB
05_11-Selection.mp4	MP4	4.26 MB
05_12-Crossover.mp4	MP4	5.18 MB
05_13-Mutation.mp4	MP4	4.46 MB
05_14-Encoding Genome Using ENCOG.mp4	MP4	2.5 MB
05_15-Population Using ENCOG.mp4	MP4	2.45 MB
05_16-Fitness Function Using ENCOG.mp4	MP4	1.55 MB
05_17-Genetic Trainer Using ENCOG.mp4	MP4	1.86 MB
05_18-Crossover Operators Using ENCOG.mp4	MP4	4.18 MB
05_19-Mutation Operators Using ENCOG.mp4	MP4	1.82 MB
05_20-Genetic Algorithm Training Using ENCOG.mp4	MP4	1.5 MB
05_21-Demo Traveling Salesman Problem - Setup.mp4	MP4	15.55 MB
05_22-Demo Traveling Salesman Problem - Population.mp4	MP4	7.94 MB
05_23-Demo Traveling Salesman Problem - Fitness Function.mp4	MP4	4.66 MB
05_24-Demo Traveling Salesman Problem - Genetic Trainer.mp4	MP4	2.92 MB
05_25-Demo Traveling Salesman Problem - Iterations.mp4	MP4	7.4 MB
05_26-Applications of Genetic Algorithm.mp4	MP4	1.24 MB
05_27-Summary.mp4	MP4	3.54 MB

06. Course Summary

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Advanced Machine Learning with ENCOG - Part 2 [2014, ENG]

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