Introduction to Machine Learning with ENCOG 3

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文档列表

01 Introduction to Machine Learning/01 Introduction.mp4 629.0 kB
01 Introduction to Machine Learning/01 Introduction.srt 358 Bytes
01 Introduction to Machine Learning/02 Why Machine Learning .mp4 542.9 kB
01 Introduction to Machine Learning/02 Why Machine Learning .srt 569 Bytes
01 Introduction to Machine Learning/03 Why This Course .mp4 3.0 MB
01 Introduction to Machine Learning/03 Why This Course .srt 2.4 kB
01 Introduction to Machine Learning/04 Key Concepts.mp4 1.5 MB
01 Introduction to Machine Learning/04 Key Concepts.srt 1.2 kB
01 Introduction to Machine Learning/05 Spam Filtering.mp4 944.6 kB
01 Introduction to Machine Learning/05 Spam Filtering.srt 931 Bytes
01 Introduction to Machine Learning/06 Course Structure.mp4 2.1 MB
01 Introduction to Machine Learning/06 Course Structure.srt 2.1 kB
02 Applications of Machine Learning/01 Introduction.mp4 678.9 kB
02 Applications of Machine Learning/01 Introduction.srt 383 Bytes
02 Applications of Machine Learning/02 Internet.mp4 2.1 MB
02 Applications of Machine Learning/02 Internet.srt 2.5 kB
02 Applications of Machine Learning/03 Financial Sector.mp4 1.4 MB
02 Applications of Machine Learning/03 Financial Sector.srt 1.7 kB
02 Applications of Machine Learning/04 e-Commerce.mp4 2.1 MB
02 Applications of Machine Learning/04 e-Commerce.srt 2.0 kB
02 Applications of Machine Learning/05 Process Industry.mp4 1.1 MB
02 Applications of Machine Learning/05 Process Industry.srt 1.3 kB
02 Applications of Machine Learning/06 Others.mp4 1.1 MB
02 Applications of Machine Learning/06 Others.srt 1.6 kB
02 Applications of Machine Learning/07 Summary.mp4 1.1 MB
02 Applications of Machine Learning/07 Summary.srt 1.3 kB
03 Machine Learning Tasks/01 Introduction.mp4 1.1 MB
03 Machine Learning Tasks/01 Introduction.srt 1.0 kB
03 Machine Learning Tasks/02 Classification.mp4 10.7 MB
03 Machine Learning Tasks/02 Classification.srt 6.6 kB
03 Machine Learning Tasks/03 Regression.mp4 7.8 MB
03 Machine Learning Tasks/03 Regression.srt 5.5 kB
03 Machine Learning Tasks/04 Clustering.mp4 6.0 MB
03 Machine Learning Tasks/04 Clustering.srt 4.4 kB
03 Machine Learning Tasks/05 Summary.mp4 550.0 kB
03 Machine Learning Tasks/05 Summary.srt 667 Bytes
04 Introduction to Neural Networks/01 Introduction.mp4 1.6 MB
04 Introduction to Neural Networks/01 Introduction.srt 1.2 kB
04 Introduction to Neural Networks/02 Outline.mp4 883.9 kB
04 Introduction to Neural Networks/02 Outline.srt 910 Bytes
04 Introduction to Neural Networks/03 Human Neuron vs Artificial Neuron.mp4 3.3 MB
04 Introduction to Neural Networks/03 Human Neuron vs Artificial Neuron.srt 2.6 kB
04 Introduction to Neural Networks/04 Neuron Computation.mp4 2.6 MB
04 Introduction to Neural Networks/04 Neuron Computation.srt 1.2 kB
04 Introduction to Neural Networks/05 Neural Network Component Neuron Types.mp4 5.4 MB
04 Introduction to Neural Networks/05 Neural Network Component Neuron Types.srt 3.1 kB
04 Introduction to Neural Networks/06 Neural Network Component Weights.mp4 2.4 MB
04 Introduction to Neural Networks/06 Neural Network Component Weights.srt 1.3 kB
04 Introduction to Neural Networks/07 Neural Network Component Activation Function.mp4 3.1 MB
04 Introduction to Neural Networks/07 Neural Network Component Activation Function.srt 2.0 kB
04 Introduction to Neural Networks/08 Neural Network Component Layers.mp4 2.8 MB
04 Introduction to Neural Networks/08 Neural Network Component Layers.srt 2.1 kB
04 Introduction to Neural Networks/09 Neural Network Computation.mp4 7.6 MB
04 Introduction to Neural Networks/09 Neural Network Computation.srt 3.5 kB
04 Introduction to Neural Networks/10 Model Creation.mp4 4.5 MB
04 Introduction to Neural Networks/10 Model Creation.srt 5.1 kB
04 Introduction to Neural Networks/11 Model Training.mp4 7.6 MB
04 Introduction to Neural Networks/11 Model Training.srt 6.4 kB
04 Introduction to Neural Networks/12 Model Validation.mp4 1.0 MB
04 Introduction to Neural Networks/12 Model Validation.srt 1.1 kB
04 Introduction to Neural Networks/13 Summary.mp4 1.5 MB
04 Introduction to Neural Networks/13 Summary.srt 1.4 kB
05 Introduction to ENCOG 3/01 Introduction.mp4 550.6 kB
05 Introduction to ENCOG 3/01 Introduction.srt 328 Bytes
05 Introduction to ENCOG 3/02 Outline.mp4 434.0 kB
05 Introduction to ENCOG 3/02 Outline.srt 658 Bytes
05 Introduction to ENCOG 3/03 About ENCOG.mp4 470.9 kB
05 Introduction to ENCOG 3/03 About ENCOG.srt 495 Bytes
05 Introduction to ENCOG 3/04 Why ENCOG .mp4 2.0 MB
05 Introduction to ENCOG 3/04 Why ENCOG .srt 2.1 kB
05 Introduction to ENCOG 3/05 ENCOG Coverage.mp4 3.5 MB
05 Introduction to ENCOG 3/05 ENCOG Coverage.srt 2.4 kB
05 Introduction to ENCOG 3/06 ENCOG Resources.mp4 4.5 MB
05 Introduction to ENCOG 3/06 ENCOG Resources.srt 1.5 kB
05 Introduction to ENCOG 3/07 Summary.mp4 597.3 kB
05 Introduction to ENCOG 3/07 Summary.srt 629 Bytes
06 Neural Network Components in ENCOG for .NET/01 Introduction.mp4 1.0 MB
06 Neural Network Components in ENCOG for .NET/01 Introduction.srt 564 Bytes
06 Neural Network Components in ENCOG for .NET/02 Outline.mp4 409.1 kB
06 Neural Network Components in ENCOG for .NET/02 Outline.srt 617 Bytes
06 Neural Network Components in ENCOG for .NET/03 Data.mp4 4.7 MB
06 Neural Network Components in ENCOG for .NET/03 Data.srt 4.0 kB
06 Neural Network Components in ENCOG for .NET/04 Network.mp4 7.3 MB
06 Neural Network Components in ENCOG for .NET/04 Network.srt 4.3 kB
06 Neural Network Components in ENCOG for .NET/05 Training.mp4 2.5 MB
06 Neural Network Components in ENCOG for .NET/05 Training.srt 2.1 kB
06 Neural Network Components in ENCOG for .NET/06 Evaluation.mp4 845.7 kB
06 Neural Network Components in ENCOG for .NET/06 Evaluation.srt 921 Bytes
06 Neural Network Components in ENCOG for .NET/07 XOR Problem.mp4 1.1 MB
06 Neural Network Components in ENCOG for .NET/07 XOR Problem.srt 876 Bytes
06 Neural Network Components in ENCOG for .NET/08 Demo XOR problem with ENCOG 3 in C#.mp4 29.5 MB
06 Neural Network Components in ENCOG for .NET/08 Demo XOR problem with ENCOG 3 in C#.srt 8.4 kB
07 Propagation Training/01 Introduction.mp4 630.8 kB
07 Propagation Training/01 Introduction.srt 385 Bytes
07 Propagation Training/02 Outline.mp4 441.3 kB
07 Propagation Training/02 Outline.srt 596 Bytes
07 Propagation Training/03 Propagation Training.mp4 4.5 MB
07 Propagation Training/03 Propagation Training.srt 2.8 kB
07 Propagation Training/04 Basic Concepts.mp4 6.6 MB
07 Propagation Training/04 Basic Concepts.srt 4.0 kB
07 Propagation Training/05 Back Propagation Algorithm.mp4 2.3 MB
07 Propagation Training/05 Back Propagation Algorithm.srt 1.7 kB
07 Propagation Training/06 Manhattan Update Rule.mp4 1.6 MB
07 Propagation Training/06 Manhattan Update Rule.srt 1.5 kB
07 Propagation Training/07 Quick Propagation Algorithm.mp4 1.0 MB
07 Propagation Training/07 Quick Propagation Algorithm.srt 826 Bytes
07 Propagation Training/08 Resilient Propagation Algorithm.mp4 2.2 MB
07 Propagation Training/08 Resilient Propagation Algorithm.srt 1.7 kB
07 Propagation Training/09 Scaled Conjugate Gradient.mp4 864.2 kB
07 Propagation Training/09 Scaled Conjugate Gradient.srt 727 Bytes
07 Propagation Training/10 Levenberg Marquardt Algorithm.mp4 1.3 MB
07 Propagation Training/10 Levenberg Marquardt Algorithm.srt 991 Bytes
07 Propagation Training/11 Demo.mp4 17.5 MB
07 Propagation Training/11 Demo.srt 3.0 kB
07 Propagation Training/12 Summary.mp4 675.8 kB
07 Propagation Training/12 Summary.srt 778 Bytes
08 Data Normalization/01 Introduction.mp4 1.4 MB
08 Data Normalization/01 Introduction.srt 615 Bytes
08 Data Normalization/02 Outline.mp4 785.2 kB
08 Data Normalization/02 Outline.srt 849 Bytes
08 Data Normalization/03 Field Types.mp4 4.3 MB
08 Data Normalization/03 Field Types.srt 3.3 kB
08 Data Normalization/04 Need Of Normalization.mp4 4.3 MB
08 Data Normalization/04 Need Of Normalization.srt 3.0 kB
08 Data Normalization/05 Normalization and De-Normalization.mp4 2.6 MB
08 Data Normalization/05 Normalization and De-Normalization.srt 1.9 kB
08 Data Normalization/06 Numeric Data Field Normalization.mp4 2.7 MB
08 Data Normalization/06 Numeric Data Field Normalization.srt 2.2 kB
08 Data Normalization/07 Numeric Data Field Normalization in ENCOG.mp4 3.4 MB
08 Data Normalization/07 Numeric Data Field Normalization in ENCOG.srt 1.7 kB
08 Data Normalization/08 Nominal Data Field Normalization.mp4 4.4 MB
08 Data Normalization/08 Nominal Data Field Normalization.srt 3.6 kB
08 Data Normalization/09 ENCOG Analyst.mp4 3.1 MB
08 Data Normalization/09 ENCOG Analyst.srt 1.5 kB
08 Data Normalization/10 Summary.mp4 657.5 kB
08 Data Normalization/10 Summary.srt 843 Bytes
09 Case Studies (Classification and Regression Task)/01 Introduction.mp4 887.8 kB
09 Case Studies (Classification and Regression Task)/01 Introduction.srt 516 Bytes
09 Case Studies (Classification and Regression Task)/02 Outline.mp4 1.1 MB
09 Case Studies (Classification and Regression Task)/02 Outline.srt 1.9 kB
09 Case Studies (Classification and Regression Task)/03 Case Study 1 Classification Task.mp4 4.9 MB
09 Case Studies (Classification and Regression Task)/03 Case Study 1 Classification Task.srt 2.8 kB
09 Case Studies (Classification and Regression Task)/04 Flow Chart.mp4 3.4 MB
09 Case Studies (Classification and Regression Task)/04 Flow Chart.srt 2.1 kB
09 Case Studies (Classification and Regression Task)/05 Demo Case Study 1 Shuffle.mp4 13.4 MB
09 Case Studies (Classification and Regression Task)/05 Demo Case Study 1 Shuffle.srt 4.1 kB
09 Case Studies (Classification and Regression Task)/06 Demo Case Study 1 Segregate.mp4 10.8 MB
09 Case Studies (Classification and Regression Task)/06 Demo Case Study 1 Segregate.srt 2.9 kB
09 Case Studies (Classification and Regression Task)/07 Demo Case Study 1 Normalize.mp4 17.3 MB
09 Case Studies (Classification and Regression Task)/07 Demo Case Study 1 Normalize.srt 5.2 kB
09 Case Studies (Classification and Regression Task)/08 Demo Case Study 1 Create Network.mp4 12.1 MB
09 Case Studies (Classification and Regression Task)/08 Demo Case Study 1 Create Network.srt 4.3 kB
09 Case Studies (Classification and Regression Task)/09 Demo Case Study 1 Train Network.mp4 10.1 MB
09 Case Studies (Classification and Regression Task)/09 Demo Case Study 1 Train Network.srt 3.3 kB
09 Case Studies (Classification and Regression Task)/10 Demo Case Study 1 Evaluate Network.mp4 26.8 MB
09 Case Studies (Classification and Regression Task)/10 Demo Case Study 1 Evaluate Network.srt 5.5 kB
09 Case Studies (Classification and Regression Task)/11 Case Study 2 Regression Task.mp4 4.6 MB
09 Case Studies (Classification and Regression Task)/11 Case Study 2 Regression Task.srt 2.5 kB
09 Case Studies (Classification and Regression Task)/12 Flow Chart.mp4 3.5 MB
09 Case Studies (Classification and Regression Task)/12 Flow Chart.srt 1.9 kB
09 Case Studies (Classification and Regression Task)/13 Demo Case Study 2 Shuffle.mp4 8.3 MB
09 Case Studies (Classification and Regression Task)/13 Demo Case Study 2 Shuffle.srt 2.2 kB
09 Case Studies (Classification and Regression Task)/14 Demo Case Study 2 Segregate.mp4 3.9 MB
09 Case Studies (Classification and Regression Task)/14 Demo Case Study 2 Segregate.srt 1.2 kB
09 Case Studies (Classification and Regression Task)/15 Demo Case Study 2 Normalize.mp4 22.0 MB
09 Case Studies (Classification and Regression Task)/15 Demo Case Study 2 Normalize.srt 4.1 kB
09 Case Studies (Classification and Regression Task)/16 Demo Case Study 2 Create Network.mp4 3.9 MB
09 Case Studies (Classification and Regression Task)/16 Demo Case Study 2 Create Network.srt 1.3 kB
09 Case Studies (Classification and Regression Task)/17 Demo Case Study 2 Train Network.mp4 2.8 MB
09 Case Studies (Classification and Regression Task)/17 Demo Case Study 2 Train Network.srt 656 Bytes
09 Case Studies (Classification and Regression Task)/18 Demo Case Study 2 Evaluate Network.mp4 12.3 MB
09 Case Studies (Classification and Regression Task)/18 Demo Case Study 2 Evaluate Network.srt 3.2 kB
09 Case Studies (Classification and Regression Task)/19 Summary.mp4 701.7 kB
09 Case Studies (Classification and Regression Task)/19 Summary.srt 838 Bytes
introduction-to-machine-learning-encog.zip 5.2 MB

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