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PLURALSIGHT ADVANCED MACHINE LEARNING WITH ENCOG PART 2

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Title: PLURALSIGHT ADVANCED MACHINE LEARNING WITH ENCOG PART 2Group: NOGRPSource: Pluralsight
Info Hash
443E7B864275ECFCF5BA04AC91C4D3DBA2DA0DAE
Source
Unverified
Total Size
397.56 MB
Total Files
75
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/01. Course Introduction/01_01-Introduction.mp43.85 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/01. Course Introduction/01_02-Course Scope.mp45.58 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/01. Course Introduction/01_03-Course Structure.mp41.73 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_01-Introduction.mp41.77 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_04-Unsupervised Learning Tasks.mp48.09 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_05-Unsupervised Networks.mp42.77 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_06-Self-Organizing Map (SOM) Introduction.mp43.09 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_07-Example Dataset.mp42.66 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_08-SOM Network Topology.mp46.9 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_09-SOM Training.mp414.48 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_10-SOM Training Using ENCOG.mp410.35 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_11-SOM Demo Setup SOM Network (XAML Part).mp413.82 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_12-SOM Demo Setup SOM Network (Code Behind).mp425.84 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_13-SOM Demo Training SOM Network.mp49.44 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_14-SOM Demo Overlay.mp411.81 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_15-SOM Demo Alternative Visualization Approach.mp422.08 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_16-Applications of SOM.mp42.61 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_17-Other Unsupervised Learning Techniques.mp41.24 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/02. Unsupervised Competitive Networks/02_18-Summary.mp42.34 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_01-Introduction.mp41.62 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_02-Outline.mp4781.46 KB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_03-Associative Memory.mp45.35 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_04-Types of Associative Memory.mp42.71 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_05-Hopfield Network Introduction.mp42.73 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_06-Hopfield Network Working.mp45.96 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_07-Hopfield Network in ENCOG.mp44.29 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_08-Demo Memory Recall and Reconstruction.mp417.34 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_09-Applications of Hopfield Network.mp4838.17 KB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/03. Unsupervised Auto-Associative Networks/03_10-Summary.mp42.67 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_02-Outline.mp4756.35 KB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_03-Time Series Forecasting.mp44.51 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_04-Time Series Components.mp43.76 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_05-Forecasting Window.mp43.31 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_06-Forecasting Using Neural Networks.mp46.92 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_07-Forecasting Using ENCOG Framework TemporalMLDataSet.mp41.19 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_08-Forecasting Using ENCOG Framework TemporalDataDescription.mp44.69 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_09-Forecasting Using ENCOG Framework TemporalPoint.mp42.93 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_10-Case Study Time Series Forecasting.mp43.67 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_11-Demo Time Series Forecasting - Introduction.mp412.71 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_12-Demo Step 1 - Read Data.mp43.86 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_13-Demo Step 2 - Normalize Data.mp42.35 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_14-Demo Step 3 - Generate Temporal Data.mp43.84 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_15-Demo Step 4 - Create and Train Neural Network.mp44.25 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_16-Demo Step 5 - Evaluate Neural Network.mp423.39 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/04. Case Study Time Series Forecasting/04_17-Summary.mp43.22 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_01-Introduction.mp42.21 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_02-Outline.mp4812.47 KB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_03-Non-Propagation Supervised Learning.mp44.89 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_04-Optimization Problems.mp44.8 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_05-Search Space.mp42.09 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_06-Genetic Algorithm.mp42.77 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_07-Genetic Algorithm Flowchart.mp41.26 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_08-Population.mp44.57 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_09-Encoding.mp45.37 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_10-Fitness Function.mp42.95 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_11-Selection.mp44.26 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_12-Crossover.mp45.18 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_13-Mutation.mp44.46 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_14-Encoding Genome Using ENCOG.mp42.5 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_15-Population Using ENCOG.mp42.45 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_16-Fitness Function Using ENCOG.mp41.55 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_17-Genetic Trainer Using ENCOG.mp41.86 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_18-Crossover Operators Using ENCOG.mp44.18 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_19-Mutation Operators Using ENCOG.mp41.82 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_20-Genetic Algorithm Training Using ENCOG.mp41.5 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_21-Demo Traveling Salesman Problem - Setup.mp415.55 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_22-Demo Traveling Salesman Problem - Population.mp47.94 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_23-Demo Traveling Salesman Problem - Fitness Function.mp44.66 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_24-Demo Traveling Salesman Problem - Genetic Trainer.mp42.92 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_25-Demo Traveling Salesman Problem - Iterations.mp47.4 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_26-Applications of Genetic Algorithm.mp41.24 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/05. Optimization Using Genetic Algorithm/05_27-Summary.mp43.54 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/06. Course Summary/06_01-Course Summary.mp49.69 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/06. Course Summary/06_02-References and Resources.mp41.78 MB
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2/06. Course Summary/06_03-Future Roadmap.mp41.31 MB

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