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mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:2.46 GB

Files Included :

1  Course Introduction ans Course Overview.mp4 (21.96 MB)
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2  Machine Learning Fundamentals Qick Recap I.mp4 (25.93 MB)
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3  Machine Learning Fundamentals Quick Recap II.mp4 (31.9 MB)
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1  Conclusions and Next Steps.mp4 (4.19 MB)
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1  Hyperparameter Optimization Fundamentals.mp4 (91.35 MB)
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11  Bayesian Optimization I Good Practices.mp4 (41.04 MB)
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12  Bayesian Optimization II Hands on Python for ML, SVM and XGB.mp4 (208.65 MB)
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13  Bayesian Optimization III Hands on Pyton for Neural Networks.mp4 (56.68 MB)
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14  Hyperparameter Optimization in Desktop with Visual Studio Code.mp4 (121.46 MB)
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3  Grid, Random and Manual Search.mp4 (64.38 MB)
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5  Principal Python Libraries.mp4 (19.97 MB)
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6  Introduction to Practice.mp4 (15.03 MB)
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7  Data management with Python Very Quick Recap.mp4 (144.67 MB)
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8  Practice I Grid, Random and Manual Search.mp4 (272.63 MB)
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9  Bayesian Optimization Theory.mp4 (58.44 MB)
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1  Feature Selection Fundamentals.mp4 (27.33 MB)
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10  Practical Feature Selection II Wrapping.mp4 (80.81 MB)
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11  Practical Feature Selection II Wrapping (Meta Selector).mp4 (33.83 MB)
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12  Practical Feature Selection III Embedded.mp4 (41.07 MB)
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13  Feature Selection in Visual Studio Code.mp4 (131.14 MB)
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2  Filtering Pearson correlation.mp4 (33.71 MB)
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3  Filtering Kendall rank.mp4 (23.54 MB)
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4  Filtering Chi - squared.mp4 (30.5 MB)
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5  Filtering Principal Component Analysis (PCA).mp4 (34.89 MB)
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6  Wrapping RFE, RFECV and Meta Selector.mp4 (29.93 MB)
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7  Embedded Random Forest.mp4 (13.41 MB)
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9  Practical Feature Selection I Filtering.mp4 (193.3 MB)
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1  Fundamentals.mp4 (15.31 MB)
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2  Classification Models Evaluation.mp4 (57.5 MB)
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3  Regression Models Evaluation.mp4 (26.5 MB)
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4  Clustering Methods Evaluation.mp4 (38.03 MB)
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1  Bayesian Optimization of a CNN for Image Classification.mp4 (247.29 MB)
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1  ML Optimization.mp4 (102.91 MB)
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2  Convolutional Neural Network Optimization.mp4 (98.27 MB)
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1  Optimization of non supervised algorithms.mp4 (48.26 MB)
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1  Books to Master Machine Learning.mp4 (31.86 MB)
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