Download Free Download : Mastering MLHyperparameter Optimization & Feature Selection
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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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)
MP4
1 Hyperparameter Optimization Fundamentals.mp4 (91.35 MB)
MP4
11 Bayesian Optimization I Good Practices.mp4 (41.04 MB)
MP4
12 Bayesian Optimization II Hands on Python for ML, SVM and XGB.mp4 (208.65 MB)
MP4
13 Bayesian Optimization III Hands on Pyton for Neural Networks.mp4 (56.68 MB)
MP4
14 Hyperparameter Optimization in Desktop with Visual Studio Code.mp4 (121.46 MB)
MP4
3 Grid, Random and Manual Search.mp4 (64.38 MB)
MP4
5 Principal Python Libraries.mp4 (19.97 MB)
MP4
6 Introduction to Practice.mp4 (15.03 MB)
MP4
7 Data management with Python Very Quick Recap.mp4 (144.67 MB)
MP4
8 Practice I Grid, Random and Manual Search.mp4 (272.63 MB)
MP4
9 Bayesian Optimization Theory.mp4 (58.44 MB)
MP4
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)
MP4
13 Feature Selection in Visual Studio Code.mp4 (131.14 MB)
MP4
2 Filtering Pearson correlation.mp4 (33.71 MB)
MP4
3 Filtering Kendall rank.mp4 (23.54 MB)
MP4
4 Filtering Chi - squared.mp4 (30.5 MB)
MP4
5 Filtering Principal Component Analysis (PCA).mp4 (34.89 MB)
MP4
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)
MP4
1 Optimization of non supervised algorithms.mp4 (48.26 MB)
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1 Books to Master Machine Learning.mp4 (31.86 MB)
MP4
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