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06.Neural Network Components in ENCOG for .NET/08.Demo - XOR problem with ENCOG 3 in C#.wmv 12.35 MB
09.Case Studies (Classification and Regression Task)/10.Demo - Case Study 1 - Evaluate Network.wmv 9.17 MB
09.Case Studies (Classification and Regression Task)/15.Demo - Case Study 2 - Normalize.wmv 7.6 MB
03.Machine Learning Tasks/02.Classification.wmv 7.57 MB
04.Introduction to Neural Networks/11.Model Training.wmv 6.82 MB
09.Case Studies (Classification and Regression Task)/07.Demo - Case Study 1 - Normalize.wmv 6.61 MB
03.Machine Learning Tasks/03.Regression.wmv 5.86 MB
03.Machine Learning Tasks/04.Clustering.wmv 5.31 MB
09.Case Studies (Classification and Regression Task)/05.Demo - Case Study 1 - Shuffle 1.wmv 5.25 MB
introduction-to-machine-learning-encog.zip 5.01 MB
09.Case Studies (Classification and Regression Task)/18.Demo - Case Study 2 - Evaluate Network.wmv 4.98 MB
09.Case Studies (Classification and Regression Task)/08.Demo - Case Study 1 - Create Network.wmv 4.92 MB
09.Case Studies (Classification and Regression Task)/06.Demo - Case Study 1 - Segregate.wmv 4.66 MB
04.Introduction to Neural Networks/10.Model Creation.wmv 4.32 MB
06.Neural Network Components in ENCOG for .NET/04.Network.wmv 4.18 MB
09.Case Studies (Classification and Regression Task)/09.Demo - Case Study 1 - Train Network.wmv 4.12 MB
04.Introduction to Neural Networks/09.Neural Network Computation.wmv 4.09 MB
08.Data Normalization/08.Nominal Data Field Normalization.wmv 4 MB
06.Neural Network Components in ENCOG for .NET/03.Data.wmv 3.89 MB
07.Propagation Training/04.Basic Concepts.wmv 3.67 MB
08.Data Normalization/03.Field Types.wmv 3.18 MB
09.Case Studies (Classification and Regression Task)/13.Demo - Case Study 1 - Shuffle 2.wmv 3.17 MB
04.Introduction to Neural Networks/07.Neural Network Component - Activation Function.wmv 3.09 MB
08.Data Normalization/04.Need Of Normalization.wmv 3.07 MB
04.Introduction to Neural Networks/05.Neural Network Component - Neuron Types.wmv 3.02 MB
08.Data Normalization/06.Numeric Data Field Normalization.wmv 2.6 MB
07.Propagation Training/03.Propagation Training.wmv 2.6 MB
09.Case Studies (Classification and Regression Task)/03.Case Study 1 - Classification Task.wmv 2.58 MB
04.Introduction to Neural Networks/03.Human Neuron vs Artificial Neuron.wmv 2.43 MB
09.Case Studies (Classification and Regression Task)/11.Case Study 2 - Regression Task.wmv 2.4 MB
01.Introduction to Machine Learning/03.Why This Course .wmv 2.26 MB
08.Data Normalization/07.Numeric Data Field Normalization in ENCOG.wmv 2.24 MB
05.Introduction to ENCOG 3/05.ENCOG Coverage.wmv 2.16 MB
09.Case Studies (Classification and Regression Task)/04.Flow Chart 1.wmv 2.07 MB
02.Applications of Machine Learning/02.Internet.wmv 2.04 MB
09.Case Studies (Classification and Regression Task)/12.Flow Chart 2.wmv 2.01 MB
04.Introduction to Neural Networks/08.Neural Network Component - Layers.wmv 2.01 MB
07.Propagation Training/08.Resilient Propagation Algorithm.wmv 1.93 MB
06.Neural Network Components in ENCOG for .NET/05.Training.wmv 1.92 MB
08.Data Normalization/05.Normalization and De-Normalization.wmv 1.87 MB
09.Case Studies (Classification and Regression Task)/16.Demo - Case Study 2 - Create Network.wmv 1.86 MB
09.Case Studies (Classification and Regression Task)/14.Demo - Case Study 2 - Segregate.wmv 1.86 MB
05.Introduction to ENCOG 3/04.Why ENCOG .wmv 1.85 MB
02.Applications of Machine Learning/04.e-Commerce.wmv 1.78 MB
01.Introduction to Machine Learning/06.Course Structure.wmv 1.74 MB
09.Case Studies (Classification and Regression Task)/02.Outline.wmv 1.7 MB
08.Data Normalization/09.ENCOG Analyst.wmv 1.66 MB
05.Introduction to ENCOG 3/06.ENCOG Resources.wmv 1.64 MB
04.Introduction to Neural Networks/04.Neuron Computation.wmv 1.64 MB
07.Propagation Training/05.Back Propagation Algorithm.wmv 1.61 MB
04.Introduction to Neural Networks/13.Summary.wmv 1.59 MB
02.Applications of Machine Learning/03.Financial Sector.wmv 1.4 MB
09.Case Studies (Classification and Regression Task)/17.Demo - Case Study 2 - Train Network.wmv 1.35 MB
04.Introduction to Neural Networks/06.Neural Network Component - Weights.wmv 1.32 MB
07.Propagation Training/11.Demo.wmv 1.29 MB
02.Applications of Machine Learning/06.Others.wmv 1.28 MB
07.Propagation Training/06.Manhattan Update Rule.wmv 1.25 MB
01.Introduction to Machine Learning/04.Key Concepts.wmv 1.24 MB
04.Introduction to Neural Networks/01.Introduction.wmv 1.11 MB
02.Applications of Machine Learning/05.Process Industry.wmv 1.1 MB
07.Propagation Training/10.Levenberg Marquardt Algorithm.wmv 1.08 MB
02.Applications of Machine Learning/07.Summary.wmv 1023.59 KB
04.Introduction to Neural Networks/02.Outline.wmv 1000.11 KB
07.Propagation Training/07.Quick Propagation Algorithm.wmv 974.33 KB
04.Introduction to Neural Networks/12.Model Validation.wmv 953.16 KB
01.Introduction to Machine Learning/05.Spam Filtering.wmv 933.46 KB
03.Machine Learning Tasks/01.Introduction.wmv 929.68 KB
08.Data Normalization/02.Outline.wmv 910.12 KB
06.Neural Network Components in ENCOG for .NET/06.Evaluation.wmv 900.34 KB
09.Case Studies (Classification and Regression Task)/19.Summary.wmv 898.45 KB
08.Data Normalization/10.Summary.wmv 898.45 KB
06.Neural Network Components in ENCOG for .NET/07.XOR Problem.wmv 844.58 KB
07.Propagation Training/12.Summary.wmv 834.24 KB
07.Propagation Training/09.Scaled Conjugate Gradient.wmv 791.77 KB
08.Data Normalization/01.Introduction.wmv 788.81 KB
06.Neural Network Components in ENCOG for .NET/02.Outline.wmv 624.51 KB
05.Introduction to ENCOG 3/07.Summary.wmv 618.64 KB
03.Machine Learning Tasks/05.Summary.wmv 609.83 KB
06.Neural Network Components in ENCOG for .NET/01.Introduction.wmv 598.07 KB
05.Introduction to ENCOG 3/02.Outline.wmv 577.56 KB
05.Introduction to ENCOG 3/03.About ENCOG.wmv 548.21 KB
01.Introduction to Machine Learning/02.Why Machine Learning .wmv 542.33 KB
07.Propagation Training/02.Outline.wmv 527.68 KB
09.Case Studies (Classification and Regression Task)/01.Introduction.wmv 463.1 KB
01.Introduction to Machine Learning/01.Introduction.wmv 419.77 KB
02.Applications of Machine Learning/01.Introduction.wmv 378 KB
07.Propagation Training/01.Introduction.wmv 366.27 KB
05.Introduction to ENCOG 3/01.Introduction.wmv 322.25 KB
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