download скачать Free download скачать : Udemy - Machine Learning In Algorithmic Trading
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:5.16 GB

Files Included :

1  Introduction.mp4 (54.27 MB)
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2  Course Content.mp4 (44.97 MB)
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1  Fitting Classifiers.mp4 (214.04 MB)
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2  Fitting Classifiers Without Data Leakage.mp4 (202.59 MB)
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3  XGBoost.mp4 (33.89 MB)
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4  Neural Networks Classifier.mp4 (70.36 MB)
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5  XGBoost And Neural Networks Python Example.mp4 (115.15 MB)
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1  Backtesting Machine Learning Indicators In Python.mp4 (99.14 MB)
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2  Quick Recap And Final Thoughts.mp4 (43.31 MB)
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1  What Is Machine Learning.mp4 (34.68 MB)
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2  Understanding The Basics.mp4 (47.44 MB)
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3  Types Of Machine Learning Models.mp4 (71.97 MB)
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4  Building Blocks And The Machine Learning Process.mp4 (86.54 MB)
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5  About Applications Using Machine Learning.mp4 (80.13 MB)
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1  Supervised Learning.mp4 (12.67 MB)
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2  Supervised Learning Key Concepts.mp4 (22.65 MB)
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3  Supervised Learning Regression By Example.mp4 (76.48 MB)
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4  Supervised Learning Classification.mp4 (61.05 MB)
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5  Supervised Learning Training Process.mp4 (66.07 MB)
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1  Unsupervised Learning.mp4 (31.96 MB)
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2  Unsupervised Learning Key Concepts.mp4 (59.5 MB)
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3  Unsupervised Learning Process Pipeline.mp4 (57.78 MB)
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4  Unsupervised Learning Challenges And Best Practices Discussion.mp4 (74.18 MB)
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5  Unsupervised Learning Importance And Closing Notes.mp4 (21.72 MB)
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1  Data Splitting For Machine Learning.mp4 (51.78 MB)
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2  Data Splitting Techniques.mp4 (167.75 MB)
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3  Overfitting Underfitting And Generalization.mp4 (135.74 MB)
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4  Splitting Python Examples.mp4 (84.43 MB)
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1  Classifiers Introduction.mp4 (33.85 MB)
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10  Logistic Regression.mp4 (132 MB)
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11  Logistic Regression Explained Example.mp4 (32.39 MB)
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12  Logistic Regression Python Example.mp4 (18.02 MB)
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13  Naive Bayes Classifier.mp4 (105.15 MB)
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14  Naive Bayes Gaussian Classifier.mp4 (64.39 MB)
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15  Naive Bayes Python Example.mp4 (27.18 MB)
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16  Support Vector Machines.mp4 (68.5 MB)
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17  Support Vector Machines Kernels.mp4 (95.41 MB)
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18  Support Vector Machines Python Example.mp4 (38.88 MB)
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2  K Nearest Neighbors.mp4 (96.42 MB)
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3  K Nearest Neighbors Python Example.mp4 (64.72 MB)
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4  K means.mp4 (78.64 MB)
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5  K means Python Example.mp4 (39.22 MB)
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6  Decision Trees.mp4 (113.72 MB)
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7  Decision Trees Python Example.mp4 (34.48 MB)
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8  Random Forests.mp4 (184.39 MB)
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9  Random Forests Python Example.mp4 (23.83 MB)
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1  Accuracy, Confusion Matrix And Classification Report.mp4 (128.27 MB)
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2  ROC-AUC And PR-AUC.mp4 (111.8 MB)
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3  Confusion Matrix Python Example.mp4 (21.6 MB)
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4  ROC-AUC Python Example.mp4 (39.17 MB)
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5  PR-AUC Python Example.mp4 (14.32 MB)
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1  About Data Sources And Labeling.mp4 (52.23 MB)
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10  Triple Barrier Method.mp4 (27.85 MB)
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11  Triple Barrier Python Example.mp4 (101.34 MB)
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12  Strategy Specific Dynamic Labeling.mp4 (38.05 MB)
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13  Strategy Specific Dynamic Labeling Python Example.mp4 (78.46 MB)
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14  Strategy Thresholds Optimization.mp4 (19.32 MB)
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15  Strategy Example For Optimization.mp4 (31.22 MB)
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16  Thresholds Optimization Python Example.mp4 (102.12 MB)
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2  Downloading Historical Data.mp4 (87.97 MB)
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3  Visualizing And Inspecting Indicators.mp4 (111.97 MB)
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4  Visualization Examples.mp4 (105.75 MB)
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5  Data Labeling.mp4 (33.02 MB)
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6  Fixed Time Horizon Method.mp4 (76.12 MB)
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7  Fixed Time Horizon Python Example.mp4 (34.9 MB)
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8  Improved Time Horizon Method.mp4 (54.58 MB)
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9  Improved Time Horizon Python Example.mp4 (50.96 MB)
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1  Processing Technical Indicators.mp4 (104.95 MB)
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2  Processing Technical Indicators Python Examples.mp4 (107.82 MB)
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3  Features Enhancement And Dimensionality Reduction.mp4 (89.35 MB)
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4  Features Enhancement And Dimensionality Reduction Python Examples.mp4 (92.97 MB)
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5  Standardization Normalization And One Hot Encoding.mp4 (145.08 MB)
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6  Standardization Normalization And One Hot Encoding Python Examples.mp4 (46.53 MB)
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