PLURALSIGHT ADVANCED MACHINE LEARNING WITH ENCOG PART | 443E7B864275ECFCF5BA04AC91C4D3DBA2DA0DAE

PLURALSIGHT ADVANCED MACHINE LEARNING WITH ENCOG PART

Name	PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2	DOWNLOAD Copy Link
Total Size	416.9 MB
Total Files	75
Hash	443E7B864275ECFCF5BA04AC91C4D3DBA2DA0DAE

/01. Course Introduction/
01_01-Introduction.mp4	4.0 MB
01_02-Course Scope.mp4	5.9 MB
01_03-Course Structure.mp4	1.8 MB
/02. Unsupervised Competitive Networks/
02_01-Introduction.mp4	1.9 MB
02_04-Unsupervised Learning Tasks.mp4	8.5 MB
02_05-Unsupervised Networks.mp4	2.9 MB
02_06-Self-Organizing Map (SOM) Introduction.mp4	3.2 MB
02_07-Example Dataset.mp4	2.8 MB
02_08-SOM Network Topology.mp4	7.2 MB
02_09-SOM Training.mp4	15.2 MB
02_10-SOM Training Using ENCOG.mp4	10.9 MB
02_11-SOM Demo Setup SOM Network (XAML Part).mp4	14.5 MB
02_12-SOM Demo Setup SOM Network (Code Behind).mp4	27.1 MB
02_13-SOM Demo Training SOM Network.mp4	9.9 MB
02_14-SOM Demo Overlay.mp4	12.4 MB
02_15-SOM Demo Alternative Visualization Approach.mp4	23.2 MB
02_16-Applications of SOM.mp4	2.7 MB
02_17-Other Unsupervised Learning Techniques.mp4	1.3 MB
02_18-Summary.mp4	2.5 MB
/03. Unsupervised Auto-Associative Networks/
03_01-Introduction.mp4	1.7 MB
03_02-Outline.mp4	800.2 KB
03_03-Associative Memory.mp4	5.6 MB
03_04-Types of Associative Memory.mp4	2.8 MB
03_05-Hopfield Network Introduction.mp4	2.9 MB
03_06-Hopfield Network Working.mp4	6.3 MB
03_07-Hopfield Network in ENCOG.mp4	4.5 MB
03_08-Demo Memory Recall and Reconstruction.mp4	18.2 MB
03_09-Applications of Hopfield Network.mp4	858.3 KB
03_10-Summary.mp4	2.8 MB
/04. Case Study Time Series Forecasting/
04_02-Outline.mp4	774.5 KB
04_03-Time Series Forecasting.mp4	4.7 MB
04_04-Time Series Components.mp4	3.9 MB
04_05-Forecasting Window.mp4	3.5 MB
04_06-Forecasting Using Neural Networks.mp4	7.3 MB
04_07-Forecasting Using ENCOG Framework TemporalMLDataSet.mp4	1.3 MB
04_08-Forecasting Using ENCOG Framework TemporalDataDescription.mp4	4.9 MB
04_09-Forecasting Using ENCOG Framework TemporalPoint.mp4	3.1 MB
04_10-Case Study Time Series Forecasting.mp4	3.8 MB
04_11-Demo Time Series Forecasting - Introduction.mp4	13.3 MB
04_12-Demo Step 1 - Read Data.mp4	4.0 MB
04_13-Demo Step 2 - Normalize Data.mp4	2.5 MB
04_14-Demo Step 3 - Generate Temporal Data.mp4	4.0 MB
04_15-Demo Step 4 - Create and Train Neural Network.mp4	4.5 MB
04_16-Demo Step 5 - Evaluate Neural Network.mp4	24.5 MB
04_17-Summary.mp4	3.4 MB
/05. Optimization Using Genetic Algorithm/
05_01-Introduction.mp4	2.3 MB
05_02-Outline.mp4	832.0 KB
05_03-Non-Propagation Supervised Learning.mp4	5.1 MB
05_04-Optimization Problems.mp4	5.0 MB
05_05-Search Space.mp4	2.2 MB
05_06-Genetic Algorithm.mp4	2.9 MB
05_07-Genetic Algorithm Flowchart.mp4	1.3 MB
05_08-Population.mp4	4.8 MB
05_09-Encoding.mp4	5.6 MB
05_10-Fitness Function.mp4	3.1 MB
05_11-Selection.mp4	4.5 MB
05_12-Crossover.mp4	5.4 MB
05_13-Mutation.mp4	4.7 MB
05_14-Encoding Genome Using ENCOG.mp4	2.6 MB
05_15-Population Using ENCOG.mp4	2.6 MB
05_16-Fitness Function Using ENCOG.mp4	1.6 MB
05_17-Genetic Trainer Using ENCOG.mp4	2.0 MB
05_18-Crossover Operators Using ENCOG.mp4	4.4 MB
05_19-Mutation Operators Using ENCOG.mp4	1.9 MB
05_20-Genetic Algorithm Training Using ENCOG.mp4	1.6 MB
05_21-Demo Traveling Salesman Problem - Setup.mp4	16.3 MB
05_22-Demo Traveling Salesman Problem - Population.mp4	8.3 MB
05_23-Demo Traveling Salesman Problem - Fitness Function.mp4	4.9 MB
05_24-Demo Traveling Salesman Problem - Genetic Trainer.mp4	3.1 MB
05_25-Demo Traveling Salesman Problem - Iterations.mp4	7.8 MB
05_26-Applications of Genetic Algorithm.mp4	1.3 MB
05_27-Summary.mp4	3.7 MB
/06. Course Summary/
06_01-Course Summary.mp4	10.2 MB
06_02-References and Resources.mp4	1.9 MB
06_03-Future Roadmap.mp4	1.4 MB
Total files 75