Introduction to Machine Learning with ENCOG | 8BDC0B22116E39356A7EF09B26088340EBB76FF0

Introduction to Machine Learning with ENCOG

Name	Introduction to Machine Learning with ENCOG 3	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	383.6 MB
Total Files	175
Hash	8BDC0B22116E39356A7EF09B26088340EBB76FF0

/01 Introduction to Machine Learning/
01 Introduction.mp4	629.0 KB
01 Introduction.srt	0.4 KB
02 Why Machine Learning .mp4	542.9 KB
02 Why Machine Learning .srt	0.6 KB
03 Why This Course .mp4	3.0 MB
03 Why This Course .srt	2.4 KB
04 Key Concepts.mp4	1.5 MB
04 Key Concepts.srt	1.2 KB
05 Spam Filtering.mp4	944.6 KB
05 Spam Filtering.srt	0.9 KB
06 Course Structure.mp4	2.1 MB
06 Course Structure.srt	2.1 KB
/02 Applications of Machine Learning/
01 Introduction.mp4	678.9 KB
01 Introduction.srt	0.4 KB
02 Internet.mp4	2.1 MB
02 Internet.srt	2.5 KB
03 Financial Sector.mp4	1.4 MB
03 Financial Sector.srt	1.7 KB
04 e-Commerce.mp4	2.1 MB
04 e-Commerce.srt	2.0 KB
05 Process Industry.mp4	1.1 MB
05 Process Industry.srt	1.3 KB
06 Others.mp4	1.1 MB
06 Others.srt	1.6 KB
07 Summary.mp4	1.1 MB
07 Summary.srt	1.3 KB
/03 Machine Learning Tasks/
01 Introduction.mp4	1.1 MB
01 Introduction.srt	1.0 KB
02 Classification.mp4	10.7 MB
02 Classification.srt	6.6 KB
03 Regression.mp4	7.8 MB
03 Regression.srt	5.5 KB
04 Clustering.mp4	6.0 MB
04 Clustering.srt	4.4 KB
05 Summary.mp4	550.0 KB
05 Summary.srt	0.7 KB
/04 Introduction to Neural Networks/
01 Introduction.mp4	1.6 MB
01 Introduction.srt	1.2 KB
02 Outline.mp4	883.9 KB
02 Outline.srt	0.9 KB
03 Human Neuron vs Artificial Neuron.mp4	3.3 MB
03 Human Neuron vs Artificial Neuron.srt	2.6 KB
04 Neuron Computation.mp4	2.6 MB
04 Neuron Computation.srt	1.2 KB
05 Neural Network Component Neuron Types.mp4	5.4 MB
05 Neural Network Component Neuron Types.srt	3.1 KB
06 Neural Network Component Weights.mp4	2.4 MB
06 Neural Network Component Weights.srt	1.3 KB
07 Neural Network Component Activation Function.mp4	3.1 MB
07 Neural Network Component Activation Function.srt	2.0 KB
08 Neural Network Component Layers.mp4	2.8 MB
08 Neural Network Component Layers.srt	2.1 KB
09 Neural Network Computation.mp4	7.6 MB
09 Neural Network Computation.srt	3.5 KB
10 Model Creation.mp4	4.5 MB
10 Model Creation.srt	5.1 KB
11 Model Training.mp4	7.6 MB
11 Model Training.srt	6.4 KB
12 Model Validation.mp4	1.0 MB
12 Model Validation.srt	1.1 KB
13 Summary.mp4	1.5 MB
13 Summary.srt	1.4 KB
/05 Introduction to ENCOG 3/
01 Introduction.mp4	550.6 KB
01 Introduction.srt	0.3 KB
02 Outline.mp4	434.0 KB
02 Outline.srt	0.7 KB
03 About ENCOG.mp4	470.9 KB
03 About ENCOG.srt	0.5 KB
04 Why ENCOG .mp4	2.0 MB
04 Why ENCOG .srt	2.1 KB
05 ENCOG Coverage.mp4	3.5 MB
05 ENCOG Coverage.srt	2.4 KB
06 ENCOG Resources.mp4	4.5 MB
06 ENCOG Resources.srt	1.5 KB
07 Summary.mp4	597.3 KB
07 Summary.srt	0.6 KB
/06 Neural Network Components in ENCOG for .NET/
01 Introduction.mp4	1.0 MB
01 Introduction.srt	0.6 KB
02 Outline.mp4	409.1 KB
02 Outline.srt	0.6 KB
03 Data.mp4	4.7 MB
03 Data.srt	4.0 KB
04 Network.mp4	7.3 MB
04 Network.srt	4.3 KB
05 Training.mp4	2.5 MB
05 Training.srt	2.1 KB
06 Evaluation.mp4	845.7 KB
06 Evaluation.srt	0.9 KB
07 XOR Problem.mp4	1.1 MB
07 XOR Problem.srt	0.9 KB
08 Demo XOR problem with ENCOG 3 in C#.mp4	29.5 MB
08 Demo XOR problem with ENCOG 3 in C#.srt	8.4 KB
/07 Propagation Training/
01 Introduction.mp4	630.8 KB
01 Introduction.srt	0.4 KB
02 Outline.mp4	441.3 KB
02 Outline.srt	0.6 KB
03 Propagation Training.mp4	4.5 MB
03 Propagation Training.srt	2.8 KB
04 Basic Concepts.mp4	6.6 MB
04 Basic Concepts.srt	4.0 KB
05 Back Propagation Algorithm.mp4	2.3 MB
05 Back Propagation Algorithm.srt	1.7 KB
06 Manhattan Update Rule.mp4	1.6 MB
06 Manhattan Update Rule.srt	1.5 KB
07 Quick Propagation Algorithm.mp4	1.0 MB
07 Quick Propagation Algorithm.srt	0.8 KB
08 Resilient Propagation Algorithm.mp4	2.2 MB
08 Resilient Propagation Algorithm.srt	1.7 KB
09 Scaled Conjugate Gradient.mp4	864.2 KB
09 Scaled Conjugate Gradient.srt	0.7 KB
10 Levenberg Marquardt Algorithm.mp4	1.3 MB
10 Levenberg Marquardt Algorithm.srt	1.0 KB
11 Demo.mp4	17.5 MB
11 Demo.srt	3.0 KB
12 Summary.mp4	675.8 KB
12 Summary.srt	0.8 KB
/08 Data Normalization/
01 Introduction.mp4	1.4 MB
01 Introduction.srt	0.6 KB
02 Outline.mp4	785.2 KB
02 Outline.srt	0.8 KB
03 Field Types.mp4	4.3 MB
03 Field Types.srt	3.3 KB
04 Need Of Normalization.mp4	4.3 MB
04 Need Of Normalization.srt	3.0 KB
05 Normalization and De-Normalization.mp4	2.6 MB
05 Normalization and De-Normalization.srt	1.9 KB
06 Numeric Data Field Normalization.mp4	2.7 MB
06 Numeric Data Field Normalization.srt	2.2 KB
07 Numeric Data Field Normalization in ENCOG.mp4	3.4 MB
07 Numeric Data Field Normalization in ENCOG.srt	1.7 KB
08 Nominal Data Field Normalization.mp4	4.4 MB
08 Nominal Data Field Normalization.srt	3.6 KB
09 ENCOG Analyst.mp4	3.1 MB
09 ENCOG Analyst.srt	1.5 KB
10 Summary.mp4	657.5 KB
10 Summary.srt	0.8 KB
/09 Case Studies (Classification and Regression Task)/
01 Introduction.mp4	887.8 KB
01 Introduction.srt	0.5 KB
02 Outline.mp4	1.1 MB
02 Outline.srt	1.9 KB
03 Case Study 1 Classification Task.mp4	4.9 MB
03 Case Study 1 Classification Task.srt	2.8 KB
04 Flow Chart.mp4	3.4 MB
04 Flow Chart.srt	2.2 KB
05 Demo Case Study 1 Shuffle.mp4	13.4 MB
05 Demo Case Study 1 Shuffle.srt	4.1 KB
06 Demo Case Study 1 Segregate.mp4	10.8 MB
06 Demo Case Study 1 Segregate.srt	2.9 KB
07 Demo Case Study 1 Normalize.mp4	17.3 MB
07 Demo Case Study 1 Normalize.srt	5.2 KB
08 Demo Case Study 1 Create Network.mp4	12.1 MB
08 Demo Case Study 1 Create Network.srt	4.3 KB
09 Demo Case Study 1 Train Network.mp4	10.1 MB
09 Demo Case Study 1 Train Network.srt	3.3 KB
10 Demo Case Study 1 Evaluate Network.mp4	26.8 MB
10 Demo Case Study 1 Evaluate Network.srt	5.5 KB
11 Case Study 2 Regression Task.mp4	4.6 MB
11 Case Study 2 Regression Task.srt	2.5 KB
12 Flow Chart.mp4	3.5 MB
12 Flow Chart.srt	1.9 KB
13 Demo Case Study 2 Shuffle.mp4	8.3 MB
13 Demo Case Study 2 Shuffle.srt	2.2 KB
14 Demo Case Study 2 Segregate.mp4	3.9 MB
14 Demo Case Study 2 Segregate.srt	1.2 KB
15 Demo Case Study 2 Normalize.mp4	22.0 MB
15 Demo Case Study 2 Normalize.srt	4.1 KB
16 Demo Case Study 2 Create Network.mp4	3.9 MB
16 Demo Case Study 2 Create Network.srt	1.3 KB
17 Demo Case Study 2 Train Network.mp4	2.8 MB
17 Demo Case Study 2 Train Network.srt	0.7 KB
18 Demo Case Study 2 Evaluate Network.mp4	12.3 MB
18 Demo Case Study 2 Evaluate Network.srt	3.2 KB
19 Summary.mp4	701.7 KB
19 Summary.srt	0.8 KB
/
introduction-to-machine-learning-encog.zip	5.2 MB
Total files 175