PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2

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PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2的二维码

文档列表

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

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