Download [PluralSight] Introduction to Machine Learning with ENCOG 3 Torrent

Torrent Contents Size: 365.83 MB

[PluralSight] Introduction to Machine Learning with ENCOG 3

01 Introduction to Machine Learning

01 Introduction.mp4	MP4	614.29 KB
01 Introduction.srt	SRT	358 B
02 Why Machine Learning .mp4	MP4	530.18 KB
02 Why Machine Learning .srt	SRT	569 B
03 Why This Course .mp4	MP4	2.81 MB
03 Why This Course .srt	SRT	2.36 KB
04 Key Concepts.mp4	MP4	1.41 MB
04 Key Concepts.srt	SRT	1.14 KB
05 Spam Filtering.mp4	MP4	922.45 KB
05 Spam Filtering.srt	SRT	931 B
06 Course Structure.mp4	MP4	1.96 MB
06 Course Structure.srt	SRT	2.01 KB

02 Applications of Machine Learning

01 Introduction.mp4	MP4	662.94 KB
01 Introduction.srt	SRT	383 B
02 Internet.mp4	MP4	2 MB
02 Internet.srt	SRT	2.4 KB
03 Financial Sector.mp4	MP4	1.34 MB
03 Financial Sector.srt	SRT	1.7 KB
04 e-Commerce.mp4	MP4	2.03 MB
04 e-Commerce.srt	SRT	1.98 KB
05 Process Industry.mp4	MP4	1.01 MB
05 Process Industry.srt	SRT	1.31 KB
06 Others.mp4	MP4	1.04 MB
06 Others.srt	SRT	1.53 KB
07 Summary.mp4	MP4	1.06 MB
07 Summary.srt	SRT	1.27 KB

03 Machine Learning Tasks

01 Introduction.mp4	MP4	1.03 MB
01 Introduction.srt	SRT	1018 B
02 Classification.mp4	MP4	10.24 MB
02 Classification.srt	SRT	6.42 KB
03 Regression.mp4	MP4	7.42 MB
03 Regression.srt	SRT	5.42 KB
04 Clustering.mp4	MP4	5.74 MB
04 Clustering.srt	SRT	4.33 KB
05 Summary.mp4	MP4	537.14 KB
05 Summary.srt	SRT	667 B

04 Introduction to Neural Networks

01 Introduction.mp4	MP4	1.49 MB
01 Introduction.srt	SRT	1.2 KB
02 Outline.mp4	MP4	863.22 KB
02 Outline.srt	SRT	910 B
03 Human Neuron vs Artificial Neuron.mp4	MP4	3.11 MB
03 Human Neuron vs Artificial Neuron.srt	SRT	2.55 KB
04 Neuron Computation.mp4	MP4	2.52 MB
04 Neuron Computation.srt	SRT	1.13 KB
05 Neural Network Component Neuron Types.mp4	MP4	5.18 MB
05 Neural Network Component Neuron Types.srt	SRT	3 KB
06 Neural Network Component Weights.mp4	MP4	2.27 MB
06 Neural Network Component Weights.srt	SRT	1.3 KB
07 Neural Network Component Activation Function.mp4	MP4	2.97 MB
07 Neural Network Component Activation Function.srt	SRT	1.98 KB
08 Neural Network Component Layers.mp4	MP4	2.7 MB
08 Neural Network Component Layers.srt	SRT	2.09 KB
09 Neural Network Computation.mp4	MP4	7.29 MB
09 Neural Network Computation.srt	SRT	3.42 KB
10 Model Creation.mp4	MP4	4.27 MB
10 Model Creation.srt	SRT	4.99 KB
11 Model Training.mp4	MP4	7.28 MB
11 Model Training.srt	SRT	6.23 KB
12 Model Validation.mp4	MP4	1016.86 KB
12 Model Validation.srt	SRT	1.06 KB
13 Summary.mp4	MP4	1.4 MB
13 Summary.srt	SRT	1.39 KB

05 Introduction to ENCOG 3

01 Introduction.mp4	MP4	537.71 KB
01 Introduction.srt	SRT	328 B
02 Outline.mp4	MP4	423.81 KB
02 Outline.srt	SRT	658 B
03 About ENCOG.mp4	MP4	459.85 KB
03 About ENCOG.srt	SRT	495 B
04 Why ENCOG .mp4	MP4	1.95 MB
04 Why ENCOG .srt	SRT	2.04 KB
05 ENCOG Coverage.mp4	MP4	3.35 MB
05 ENCOG Coverage.srt	SRT	2.31 KB
06 ENCOG Resources.mp4	MP4	4.28 MB
06 ENCOG Resources.srt	SRT	1.49 KB
07 Summary.mp4	MP4	583.31 KB
07 Summary.srt	SRT	629 B

06 Neural Network Components in ENCOG for .NET

01 Introduction.mp4	MP4	1022.46 KB
01 Introduction.srt	SRT	564 B
02 Outline.mp4	MP4	399.56 KB
02 Outline.srt	SRT	617 B
03 Data.mp4	MP4	4.51 MB
03 Data.srt	SRT	3.92 KB
04 Network.mp4	MP4	6.94 MB
04 Network.srt	SRT	4.16 KB
05 Training.mp4	MP4	2.38 MB
05 Training.srt	SRT	2.05 KB
06 Evaluation.mp4	MP4	825.92 KB
06 Evaluation.srt	SRT	921 B
07 XOR Problem.mp4	MP4	1.03 MB
07 XOR Problem.srt	SRT	876 B
08 Demo XOR problem with ENCOG 3 in C#.mp4	MP4	28.11 MB
08 Demo XOR problem with ENCOG 3 in C#.srt	SRT	8.25 KB

07 Propagation Training

01 Introduction.mp4	MP4	616.04 KB
01 Introduction.srt	SRT	385 B
02 Outline.mp4	MP4	430.93 KB
02 Outline.srt	SRT	596 B
03 Propagation Training.mp4	MP4	4.3 MB
03 Propagation Training.srt	SRT	2.76 KB
04 Basic Concepts.mp4	MP4	6.25 MB
04 Basic Concepts.srt	SRT	3.93 KB
05 Back Propagation Algorithm.mp4	MP4	2.18 MB
05 Back Propagation Algorithm.srt	SRT	1.68 KB
06 Manhattan Update Rule.mp4	MP4	1.56 MB
06 Manhattan Update Rule.srt	SRT	1.43 KB
07 Quick Propagation Algorithm.mp4	MP4	996.72 KB
07 Quick Propagation Algorithm.srt	SRT	826 B
08 Resilient Propagation Algorithm.mp4	MP4	2.14 MB
08 Resilient Propagation Algorithm.srt	SRT	1.65 KB
09 Scaled Conjugate Gradient.mp4	MP4	843.96 KB
09 Scaled Conjugate Gradient.srt	SRT	727 B
10 Levenberg Marquardt Algorithm.mp4	MP4	1.21 MB
10 Levenberg Marquardt Algorithm.srt	SRT	991 B
11 Demo.mp4	MP4	16.73 MB
11 Demo.srt	SRT	2.91 KB
12 Summary.mp4	MP4	660.01 KB
12 Summary.srt	SRT	778 B

08 Data Normalization

01 Introduction.mp4	MP4	1.36 MB
01 Introduction.srt	SRT	615 B
02 Outline.mp4	MP4	766.78 KB
02 Outline.srt	SRT	849 B
03 Field Types.mp4	MP4	4.09 MB
03 Field Types.srt	SRT	3.2 KB
04 Need Of Normalization.mp4	MP4	4.14 MB
04 Need Of Normalization.srt	SRT	2.97 KB
05 Normalization and De-Normalization.mp4	MP4	2.45 MB
05 Normalization and De-Normalization.srt	SRT	1.83 KB
06 Numeric Data Field Normalization.mp4	MP4	2.56 MB
06 Numeric Data Field Normalization.srt	SRT	2.17 KB
07 Numeric Data Field Normalization in ENCOG.mp4	MP4	3.25 MB
07 Numeric Data Field Normalization in ENCOG.srt	SRT	1.67 KB
08 Nominal Data Field Normalization.mp4	MP4	4.18 MB
08 Nominal Data Field Normalization.srt	SRT	3.55 KB
09 ENCOG Analyst.mp4	MP4	2.95 MB
09 ENCOG Analyst.srt	SRT	1.51 KB
10 Summary.mp4	MP4	642.07 KB
10 Summary.srt	SRT	843 B

09 Case Studies (Classification and Regression Task)

01 Introduction.mp4	MP4	866.99 KB
01 Introduction.srt	SRT	516 B
02 Outline.mp4	MP4	1.07 MB
02 Outline.srt	SRT	1.82 KB
03 Case Study 1 Classification Task.mp4	MP4	4.63 MB
03 Case Study 1 Classification Task.srt	SRT	2.72 KB
04 Flow Chart.mp4	MP4	3.26 MB
04 Flow Chart.srt	SRT	2.1 KB
05 Demo Case Study 1 Shuffle.mp4	MP4	12.74 MB
05 Demo Case Study 1 Shuffle.srt	SRT	4.05 KB
06 Demo Case Study 1 Segregate.mp4	MP4	10.26 MB
06 Demo Case Study 1 Segregate.srt	SRT	2.85 KB
07 Demo Case Study 1 Normalize.mp4	MP4	16.54 MB
07 Demo Case Study 1 Normalize.srt	SRT	5.11 KB
08 Demo Case Study 1 Create Network.mp4	MP4	11.56 MB
08 Demo Case Study 1 Create Network.srt	SRT	4.16 KB
09 Demo Case Study 1 Train Network.mp4	MP4	9.61 MB
09 Demo Case Study 1 Train Network.srt	SRT	3.2 KB
10 Demo Case Study 1 Evaluate Network.mp4	MP4	25.56 MB
10 Demo Case Study 1 Evaluate Network.srt	SRT	5.36 KB
11 Case Study 2 Regression Task.mp4	MP4	4.39 MB
11 Case Study 2 Regression Task.srt	SRT	2.42 KB
12 Flow Chart.mp4	MP4	3.38 MB
12 Flow Chart.srt	SRT	1.88 KB
13 Demo Case Study 2 Shuffle.mp4	MP4	7.89 MB
13 Demo Case Study 2 Shuffle.srt	SRT	2.17 KB
14 Demo Case Study 2 Segregate.mp4	MP4	3.68 MB
14 Demo Case Study 2 Segregate.srt	SRT	1.14 KB
15 Demo Case Study 2 Normalize.mp4	MP4	20.99 MB
15 Demo Case Study 2 Normalize.srt	SRT	3.98 KB
16 Demo Case Study 2 Create Network.mp4	MP4	3.71 MB
16 Demo Case Study 2 Create Network.srt	SRT	1.24 KB
17 Demo Case Study 2 Train Network.mp4	MP4	2.68 MB
17 Demo Case Study 2 Train Network.srt	SRT	656 B
18 Demo Case Study 2 Evaluate Network.mp4	MP4	11.77 MB
18 Demo Case Study 2 Evaluate Network.srt	SRT	3.16 KB
19 Summary.mp4	MP4	685.3 KB
19 Summary.srt	SRT	838 B

introduction-to-machine-learning-encog.zip

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[PluralSight] Introduction to Machine Learning with ENCOG 3

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