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Introduction to Machine Learning with ENCOG 3
magnet:?xt=urn:btih:8bdc0b22116e39356a7ef09b26088340ebb76ff0&dn=Introduction to Machine Learning with ENCOG 3
磁力链接详情
Hash值:
8bdc0b22116e39356a7ef09b26088340ebb76ff0
点击数:
54
文件大小:
360.73 MB
文件数量:
87
创建日期:
2019-3-31 06:04
最后访问:
2025-5-28 04:26
访问标签:
Introduction
to
Machine
Learning
with
ENCOG
3
文件列表详情
01 Introduction to Machine Learning/01 Introduction.mp4 614.29 KB
01 Introduction to Machine Learning/02 Why Machine Learning .mp4 530.18 KB
01 Introduction to Machine Learning/03 Why This Course .mp4 2.81 MB
01 Introduction to Machine Learning/04 Key Concepts.mp4 1.41 MB
01 Introduction to Machine Learning/05 Spam Filtering.mp4 922.45 KB
01 Introduction to Machine Learning/06 Course Structure.mp4 1.96 MB
02 Applications of Machine Learning/01 Introduction.mp4 662.94 KB
02 Applications of Machine Learning/02 Internet.mp4 2 MB
02 Applications of Machine Learning/03 Financial Sector.mp4 1.34 MB
02 Applications of Machine Learning/04 e-Commerce.mp4 2.03 MB
02 Applications of Machine Learning/05 Process Industry.mp4 1.01 MB
02 Applications of Machine Learning/06 Others.mp4 1.04 MB
02 Applications of Machine Learning/07 Summary.mp4 1.06 MB
03 Machine Learning Tasks/01 Introduction.mp4 1.03 MB
03 Machine Learning Tasks/02 Classification.mp4 10.24 MB
03 Machine Learning Tasks/03 Regression.mp4 7.42 MB
03 Machine Learning Tasks/04 Clustering.mp4 5.74 MB
03 Machine Learning Tasks/05 Summary.mp4 537.14 KB
04 Introduction to Neural Networks/01 Introduction.mp4 1.49 MB
04 Introduction to Neural Networks/02 Outline.mp4 863.22 KB
04 Introduction to Neural Networks/03 Human Neuron vs Artificial Neuron.mp4 3.11 MB
04 Introduction to Neural Networks/04 Neuron Computation.mp4 2.52 MB
04 Introduction to Neural Networks/05 Neural Network Component Neuron Types.mp4 5.18 MB
04 Introduction to Neural Networks/06 Neural Network Component Weights.mp4 2.27 MB
04 Introduction to Neural Networks/07 Neural Network Component Activation Function.mp4 2.97 MB
04 Introduction to Neural Networks/08 Neural Network Component Layers.mp4 2.7 MB
04 Introduction to Neural Networks/09 Neural Network Computation.mp4 7.29 MB
04 Introduction to Neural Networks/10 Model Creation.mp4 4.27 MB
04 Introduction to Neural Networks/11 Model Training.mp4 7.28 MB
04 Introduction to Neural Networks/12 Model Validation.mp4 1016.86 KB
04 Introduction to Neural Networks/13 Summary.mp4 1.4 MB
05 Introduction to ENCOG 3/01 Introduction.mp4 537.71 KB
05 Introduction to ENCOG 3/02 Outline.mp4 423.81 KB
05 Introduction to ENCOG 3/03 About ENCOG.mp4 459.85 KB
05 Introduction to ENCOG 3/04 Why ENCOG .mp4 1.95 MB
05 Introduction to ENCOG 3/05 ENCOG Coverage.mp4 3.35 MB
05 Introduction to ENCOG 3/06 ENCOG Resources.mp4 4.28 MB
05 Introduction to ENCOG 3/07 Summary.mp4 583.31 KB
06 Neural Network Components in ENCOG for .NET/01 Introduction.mp4 1022.46 KB
06 Neural Network Components in ENCOG for .NET/02 Outline.mp4 399.56 KB
06 Neural Network Components in ENCOG for .NET/03 Data.mp4 4.51 MB
06 Neural Network Components in ENCOG for .NET/04 Network.mp4 6.94 MB
06 Neural Network Components in ENCOG for .NET/05 Training.mp4 2.38 MB
06 Neural Network Components in ENCOG for .NET/06 Evaluation.mp4 825.92 KB
06 Neural Network Components in ENCOG for .NET/07 XOR Problem.mp4 1.03 MB
06 Neural Network Components in ENCOG for .NET/08 Demo XOR problem with ENCOG 3 in C#.mp4 28.11 MB
07 Propagation Training/01 Introduction.mp4 616.04 KB
07 Propagation Training/02 Outline.mp4 430.93 KB
07 Propagation Training/03 Propagation Training.mp4 4.3 MB
07 Propagation Training/04 Basic Concepts.mp4 6.25 MB
07 Propagation Training/05 Back Propagation Algorithm.mp4 2.18 MB
07 Propagation Training/06 Manhattan Update Rule.mp4 1.56 MB
07 Propagation Training/07 Quick Propagation Algorithm.mp4 996.72 KB
07 Propagation Training/08 Resilient Propagation Algorithm.mp4 2.14 MB
07 Propagation Training/09 Scaled Conjugate Gradient.mp4 843.96 KB
07 Propagation Training/10 Levenberg Marquardt Algorithm.mp4 1.21 MB
07 Propagation Training/11 Demo.mp4 16.73 MB
07 Propagation Training/12 Summary.mp4 660.01 KB
08 Data Normalization/01 Introduction.mp4 1.36 MB
08 Data Normalization/02 Outline.mp4 766.78 KB
08 Data Normalization/03 Field Types.mp4 4.09 MB
08 Data Normalization/04 Need Of Normalization.mp4 4.14 MB
08 Data Normalization/05 Normalization and De-Normalization.mp4 2.45 MB
08 Data Normalization/06 Numeric Data Field Normalization.mp4 2.56 MB
08 Data Normalization/07 Numeric Data Field Normalization in ENCOG.mp4 3.25 MB
08 Data Normalization/08 Nominal Data Field Normalization.mp4 4.18 MB
08 Data Normalization/09 ENCOG Analyst.mp4 2.95 MB
08 Data Normalization/10 Summary.mp4 642.07 KB
09 Case Studies (Classification and Regression Task)/01 Introduction.mp4 866.99 KB
09 Case Studies (Classification and Regression Task)/02 Outline.mp4 1.07 MB
09 Case Studies (Classification and Regression Task)/03 Case Study 1 Classification Task.mp4 4.63 MB
09 Case Studies (Classification and Regression Task)/04 Flow Chart.mp4 3.26 MB
09 Case Studies (Classification and Regression Task)/05 Demo Case Study 1 Shuffle.mp4 12.74 MB
09 Case Studies (Classification and Regression Task)/06 Demo Case Study 1 Segregate.mp4 10.26 MB
09 Case Studies (Classification and Regression Task)/07 Demo Case Study 1 Normalize.mp4 16.54 MB
09 Case Studies (Classification and Regression Task)/08 Demo Case Study 1 Create Network.mp4 11.56 MB
09 Case Studies (Classification and Regression Task)/09 Demo Case Study 1 Train Network.mp4 9.61 MB
09 Case Studies (Classification and Regression Task)/10 Demo Case Study 1 Evaluate Network.mp4 25.56 MB
09 Case Studies (Classification and Regression Task)/11 Case Study 2 Regression Task.mp4 4.39 MB
09 Case Studies (Classification and Regression Task)/12 Flow Chart.mp4 3.38 MB
09 Case Studies (Classification and Regression Task)/13 Demo Case Study 2 Shuffle.mp4 7.89 MB
09 Case Studies (Classification and Regression Task)/14 Demo Case Study 2 Segregate.mp4 3.68 MB
09 Case Studies (Classification and Regression Task)/15 Demo Case Study 2 Normalize.mp4 20.99 MB
09 Case Studies (Classification and Regression Task)/16 Demo Case Study 2 Create Network.mp4 3.71 MB
09 Case Studies (Classification and Regression Task)/17 Demo Case Study 2 Train Network.mp4 2.68 MB
09 Case Studies (Classification and Regression Task)/18 Demo Case Study 2 Evaluate Network.mp4 11.77 MB
09 Case Studies (Classification and Regression Task)/19 Summary.mp4 685.3 KB
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