Udemy MQL5 MACHINE LEARNING 01 Neural NetWorks For Algo Trading

Files Included :

1 - Data science Artificial intelligence and Machine learning.mp4 (37.45 MB)
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2 - Types of Machine learning.mp4 (50.83 MB)
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3 - Introduction to Neural Networks.mp4 (158.65 MB)
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4 - Feed Forward Neural Network Architecture.mp4 (181.1 MB)
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5 - ForwardPass on a spreadsheet.mp4 (182.04 MB)
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6 - Mean squared error on a spread sheet.mp4 (101.28 MB)
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7 - Backward pass on a spread sheet.mp4 (314.51 MB)
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8 - Gradient descent on a spread sheet.mp4 (182.48 MB)
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10 - Declaring Matrices and Vectors.mp4 (116.85 MB)
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11 - Initializing Matrices and Vectors.mp4 (396.38 MB)
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12 - Copying Data into Matrices and Vectors.mp4 (100.19 MB)
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13 - Copying Timeseries Data into Matrices and Vectors.mp4 (142.12 MB)
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14 - Matrices and Vector Operations.mp4 (144.5 MB)
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15 - Manipulating Matrices.mp4 (291.05 MB)
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9 - Linear Algebra Vectors and Matrices.mp4 (25.06 MB)
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16 - Neural Network Architecture.mp4 (47.52 MB)
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17 - General EA parameters.mp4 (69.3 MB)
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18 - Setting the Live calculation interval.mp4 (32.66 MB)
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19 - Creating Data Vessels.mp4 (44.97 MB)
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20 - Initializing Handles.mp4 (67.62 MB)
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21 - Collecting indicator Data.mp4 (269.91 MB)
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22 - Data Normalization.mp4 (88.85 MB)
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23 - Initializing Weights and Bias.mp4 (268.43 MB)
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24 - Converting Matrices to Vectors.mp4 (48.31 MB)
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25 - Converting Vectors to Matrices.mp4 (22.56 MB)
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26 - Neuron Calculations.mp4 (79.68 MB)
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27 - Forward Function.mp4 (141.53 MB)
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28 - Searching for Patterns.mp4 (29.97 MB)
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29 - Removing an index from a Vector.mp4 (16.73 MB)
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30 - Removing Matrix Rows and Columns.mp4 (56.88 MB)
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31 - Confusion Matrix Declaration.mp4 (90.53 MB)
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32 - Populating the Confusion Matrix.mp4 (35.87 MB)
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33 - Model Accuracy and Precision.mp4 (51.34 MB)
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34 - Recall Sensitivity Calculation.mp4 (48.46 MB)
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35 - Specificity calculation.mp4 (68.35 MB)
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36 - F1 Score calculation.mp4 (26.65 MB)
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37 - Support calculation.mp4 (58.21 MB)
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38 - Predictive Metrics averages.mp4 (105.2 MB)
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39 - Creating Data classes.mp4 (102.34 MB)
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40 - One Hot Encoding.mp4 (62.25 MB)
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41 - Loss Function Options.mp4 (60.34 MB)
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42 - Batch Forward Pass.mp4 (100.25 MB)
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43 - Back Propagation training.mp4 (311.6 MB)
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44 - Prediction Presentation.mp4 (78.44 MB)
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45 - Model Training.mp4 (106.69 MB)
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46 - Displaying Probability Signals.mp4 (72.94 MB)
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47 - Visually testing the model.mp4 (415.47 MB)
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48 - Assignment.mp4 (17.45 MB)
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49 - Conclusion.mp4 (15.49 MB)
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