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[CourseClub.Me] Coursera – IBM Machine Learning Professional Certificate
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[CourseClub.Me] Coursera – IBM Machine Learning Professional Certificate
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文件列表
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/02_arima-and-sarima-models/06_sarima-prophet-notebook-part-4.mp4
42.8 MB
Coursera - Deep Learning and Reinforcement Learning/03_convolutional-neural-networks/02_transfer-learning/04_transfer-learning-notebook.mp4
29.9 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/02_arima-and-sarima-models/04_sarima-prophet-notebook-part-2.mp4
29.8 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/02_decision-trees-labs/04_optional-decision-trees-notebook-part-3.mp4
28.7 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/02_autoencoders-lab/06_autoencoders-notebook-part-5.mp4
28.2 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/01_training-and-test-splits/04_training-and-test-splits-lab-part-2.mp4
27.8 MB
Coursera - Supervised Machine Learning Classification/01_logistic-regression/03_logistic-regression-labs/03_optional-logistic-regression-lab-part-2.mp4
26.9 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/05_boosting-and-stacking-labs/03_optional-boosting-notebook-part-2.mp4
26.5 MB
Coursera - Deep Learning and Reinforcement Learning/03_convolutional-neural-networks/01_convolutional-neural-networks/07_demo-cnn-notebook-part-1.mp4
25.8 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/02_arima-and-sarima-models/01_arima-and-sarima-models.mp4
25.0 MB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/01_optimizers-and-data-shuffling/01_optimizers.mp4
24.6 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/02_autoencoders-lab/02_autoencoders-notebook-part-1.mp4
23.2 MB
Coursera - Supervised Machine Learning Classification/01_logistic-regression/03_logistic-regression-labs/04_optional-logistic-regression-lab-part-3.mp4
23.0 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/02_arima-and-sarima-models/05_sarima-prophet-notebook-part-3.mp4
22.8 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/03_comparing-clustering-algorithms/02_clustering-notebook-part-1.mp4
22.7 MB
Coursera - Supervised Machine Learning Classification/01_logistic-regression/03_logistic-regression-labs/02_optional-logistic-regression-lab-part-1.mp4
22.7 MB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/02_keras-library/04_keras-notebook-part-2.mp4
21.7 MB
Coursera - Unsupervised Machine Learning/03_dimensionality-reduction/01_dimensionality-reduction/01_dimensionality-reduction-part-1.mp4
19.9 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/02_arima-and-sarima-models/03_sarima-prophet-notebook-part-1.mp4
19.7 MB
Coursera - Unsupervised Machine Learning/03_dimensionality-reduction/02_principal-component-analysis-and-matrix-factorization/02_pca-notebook-part-2.mp4
19.7 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/02_k-nearest-neighbors-labs/03_optional-k-nearest-neighbors-notebook-part-3.mp4
19.6 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/07_k-means-notebook-part-3.mp4
19.5 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/01_arma-models/05_arma-models-notebook-part-2.mp4
19.0 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/02_cross-validation/01_cross-validation.mp4
19.0 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/03_comparing-clustering-algorithms/01_comparing-algorithms.mp4
18.7 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/03_comparing-clustering-algorithms/05_clustering-notebook-part-4.mp4
18.1 MB
Coursera - Specialized Models Time Series and Survival Analysis/02_stationarity-and-time-series-smoothing/02_time-series-smoothing/04_advanced-smoothing.mp4
18.0 MB
Coursera - Unsupervised Machine Learning/03_dimensionality-reduction/02_principal-component-analysis-and-matrix-factorization/01_pca-notebook-part-1.mp4
17.9 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/02_cross-validation/05_cross-validation-demo-part-3.mp4
17.4 MB
Coursera - Unsupervised Machine Learning/03_dimensionality-reduction/02_principal-component-analysis-and-matrix-factorization/03_pca-notebook-part-3.mp4
17.1 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/02_autoencoders-lab/03_autoencoders-notebook-part-2.mp4
17.0 MB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/01_introduction-to-neural-networks/01_course-introduction.mp4
17.0 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/02_cross-validation/06_cross-validation-demo-part-4.mp4
16.9 MB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/02_keras-library/01_keras.mp4
16.6 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/01_arma-models/04_arma-models-notebook-part-1.mp4
16.5 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/02_autoencoders-lab/05_autoencoders-notebook-part-4.mp4
15.8 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/01_training-and-test-splits/05_training-and-test-splits-lab-part-3.mp4
15.8 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/02_k-nearest-neighbors-labs/01_optional-k-nearest-neighbors-notebook-part-1.mp4
15.5 MB
Coursera - Deep Learning and Reinforcement Learning/03_convolutional-neural-networks/01_convolutional-neural-networks/01_important-transformations.mp4
15.2 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/02_common-clustering-algorithms/05_mean-shift.mp4
15.0 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/02_cross-validation/03_cross-validation-demo-part-1.mp4
14.9 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/03_bagging-labs/04_optional-bagging-notebook-part-3.mp4
14.9 MB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/02_activation-functions/07_other-activation-functions.mp4
14.6 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/02_autoencoders-lab/04_autoencoders-notebook-part-3.mp4
14.5 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/02_cross-validation/04_cross-validation-demo-part-2.mp4
14.5 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/01_training-and-test-splits/01_training-and-test-splits.mp4
14.4 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/05_k-means-notebook-part-1.mp4
14.2 MB
Coursera - Exploratory Data Analysis for Machine Learning/04_inferential-statistics-and-hypothesis-testing/02_hypothesis-testing/12_correlation-vs-causation.mp4
14.1 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/02_decision-trees-labs/03_optional-decision-trees-notebook-part-2.mp4
14.0 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/01_arma-models/02_useful-plots.mp4
13.9 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/03_polynomial-regression/01_polynomial-regression.mp4
13.6 MB
Coursera - Supervised Machine Learning Classification/06_modeling-unbalanced-classes/01_model-interpretability/04_surrogate-models.mp4
13.2 MB
Coursera - Specialized Models Time Series and Survival Analysis/01_introduction-to-time-series-analysis/02_time-series-decomposition/02_decomposition-models.mp4
13.2 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/01_training-and-test-splits/03_training-and-test-splits-lab-part-1.mp4
13.0 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/02_common-clustering-algorithms/02_hierarchical-agglomerative-clustering-part-2.mp4
12.8 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/02_common-clustering-algorithms/04_dbscan-part-2.mp4
12.7 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/03_bagging-labs/02_optional-bagging-notebook-part-1.mp4
12.5 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/01_decision-trees/06_pros-and-cons-of-decision-trees.mp4
12.3 MB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/02_activation-functions/06_backpropagation-notebook-part-3.mp4
12.2 MB
Coursera - Supervised Machine Learning Classification/06_modeling-unbalanced-classes/01_model-interpretability/03_model-agnostic-explanations.mp4
12.0 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/02_cross-validation/07_cross-validation-demo-part-5.mp4
12.0 MB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/02_keras-library/05_keras-notebook-part-3.mp4
12.0 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/01_decision-trees/03_building-a-decision-tree.mp4
11.9 MB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/02_keras-library/03_keras-notebook-part-1.mp4
11.9 MB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/02_activation-functions/05_backpropagation-notebook-part-2.mp4
11.8 MB
Coursera - Exploratory Data Analysis for Machine Learning/02_retrieving-and-cleaning-data/02_data-cleaning/01_data-cleaning.mp4
11.8 MB
Coursera - Supervised Machine Learning Classification/06_modeling-unbalanced-classes/02_modeling-unbalanced-classes/02_upsampling-and-downsampling.mp4
11.7 MB
Coursera - Supervised Machine Learning Classification/03_support-vector-machines/01_support-vector-machines/04_regularization-in-support-vector-machines.mp4
11.6 MB
Coursera - Exploratory Data Analysis for Machine Learning/02_retrieving-and-cleaning-data/02_data-cleaning/02_handling-missing-values-and-outliers.mp4
11.5 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/05_boosting-and-stacking-labs/02_optional-boosting-notebook-part-1.mp4
11.3 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/01_autoencoders/01_autoencoders-part-1.mp4
11.1 MB
Coursera - Deep Learning and Reinforcement Learning/03_convolutional-neural-networks/01_convolutional-neural-networks/08_demo-cnn-notebook-part-2.mp4
11.0 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/03_bagging-labs/03_optional-bagging-notebook-part-2.mp4
10.8 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/02_decision-trees-labs/02_optional-decision-trees-notebook-part-1.mp4
10.8 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/02_random-forest/01_random-forest.mp4
10.8 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/01_computational-hurdles-of-clustering-algorithms/02_distance-metrics-part-2.mp4
10.7 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/04_boosting-and-stacking/05_stacking.mp4
10.5 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/03_comparing-clustering-algorithms/04_clustering-notebook-part-3.mp4
10.5 MB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/02_activation-functions/04_backpropagation-notebook-part-1.mp4
10.5 MB
Coursera - Supervised Machine Learning Classification/06_modeling-unbalanced-classes/02_modeling-unbalanced-classes/06_modeling-approaches-blagging.mp4
10.4 MB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/01_arma-models/01_autoregressive-models-and-moving-average-models.mp4
10.4 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/02_common-clustering-algorithms/03_dbscan-part-1.mp4
10.0 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/01_autoencoders/04_variational-autoencoders-part-2.mp4
10.0 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/06_k-means-notebook-part-2.mp4
9.8 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/01_autoencoders/02_autoencoders-part-2.mp4
9.7 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/02_k-nearest-neighbors-labs/02_optional-k-nearest-neighbors-notebook-part-2.mp4
9.7 MB
Coursera - Deep Learning and Reinforcement Learning/03_convolutional-neural-networks/02_transfer-learning/01_transfer-learning-part-1.mp4
9.6 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/04_boosting-and-stacking/03_adaboost-and-gradient-boosting-overview.mp4
9.6 MB
Coursera - Specialized Models Time Series and Survival Analysis/02_stationarity-and-time-series-smoothing/02_time-series-smoothing/01_time-series-smoothing.mp4
9.3 MB
Coursera - Exploratory Data Analysis for Machine Learning/01_a-brief-history-of-modern-ai-and-its-applications/01_course-introduction/01_course-introduction.mp4
8.9 MB
Coursera - Unsupervised Machine Learning/03_dimensionality-reduction/01_dimensionality-reduction/02_dimensionality-reduction-part-2.mp4
8.8 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/05_boosting-and-stacking-labs/04_optional-boosting-notebook-part-3.mp4
8.7 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/03_comparing-clustering-algorithms/03_clustering-notebook-part-2.mp4
8.6 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/01_k-nearest-neighbors/05_k-nearest-neighbors-with-feature-scaling.mp4
8.6 MB
Coursera - Exploratory Data Analysis for Machine Learning/02_retrieving-and-cleaning-data/01_retrieving-data/01_retrieving-data-from-csv-and-json-files.mp4
8.5 MB
Coursera - Exploratory Data Analysis for Machine Learning/04_inferential-statistics-and-hypothesis-testing/02_hypothesis-testing/04_type-1-vs-type-2-error.mp4
8.4 MB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/01_training-and-test-splits/06_training-and-test-splits-lab-part-4.mp4
8.3 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/01_k-nearest-neighbors/03_k-nearest-neighbors-distance-measurement.mp4
8.1 MB
Coursera - Supervised Machine Learning Classification/01_logistic-regression/01_everything-you-need-to-know-before-starting-this-course/02_welcome.mp4
8.1 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/01_decision-trees/02_introduction-to-decision-trees.mp4
7.9 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/03_k-means-part-3.mp4
7.7 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/01_k-nearest-neighbors/01_k-nearest-neighbors-for-classification.mp4
7.7 MB
Coursera - Deep Learning and Reinforcement Learning/05_deep-learning-with-autoencoders/01_autoencoders/03_variational-autoencoders-part-1.mp4
7.7 MB
Coursera - Deep Learning and Reinforcement Learning/03_convolutional-neural-networks/02_transfer-learning/02_transfer-learning-part-2.mp4
7.6 MB
Coursera - Supervised Machine Learning Classification/06_modeling-unbalanced-classes/01_model-interpretability/01_model-interpretability.mp4
7.5 MB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/02_activation-functions/02_backpropagation-part-2.mp4
7.2 MB
Coursera - Supervised Machine Learning Classification/03_support-vector-machines/01_support-vector-machines/03_the-support-vector-machines-cost-function.mp4
7.0 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/04_boosting-and-stacking/01_review-of-bagging.mp4
6.9 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/01_decision-trees/05_other-decision-tree-splitting-criteria.mp4
6.7 MB
Coursera - Supervised Machine Learning Classification/03_support-vector-machines/02_support-vector-machines-kernels/04_support-vector-machines-workflow.mp4
6.7 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/04_k-means-part-4.mp4
6.4 MB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/01_optimizers-and-data-shuffling/03_data-shuffling.mp4
6.3 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/04_boosting-and-stacking/04_adaboost-and-gradient-boosting-syntax.mp4
6.2 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/01_computational-hurdles-of-clustering-algorithms/01_distance-metrics-part-1.mp4
5.6 MB
Coursera - Supervised Machine Learning Classification/06_modeling-unbalanced-classes/02_modeling-unbalanced-classes/01_introduction-to-unbalanced-classes.mp4
5.6 MB
Coursera - Supervised Machine Learning Classification/03_support-vector-machines/01_support-vector-machines/01_introduction-to-support-vector-machines.mp4
5.4 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/01_k-nearest-neighbors/04_k-nearest-neighbors-pros-and-cons.mp4
5.4 MB
Coursera - Supervised Machine Learning Classification/02_k-nearest-neighbors/01_k-nearest-neighbors/02_k-nearest-neighbors-decision-boundary.mp4
5.2 MB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/02_common-clustering-algorithms/01_hierarchical-agglomerative-clustering-part-1.mp4
5.1 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/01_k-means-part-1.mp4
5.0 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/01_ensemble-based-methods-and-bagging/03_ensemble-based-methods-and-bagging-part-3.mp4
4.5 MB
Coursera - Unsupervised Machine Learning/01_introduction-to-unsupervised-learning-and-k-means/02_k-means-clustering/02_k-means-part-2.mp4
4.4 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/04_boosting-and-stacking/02_overview-of-boosting.mp4
4.2 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/01_decision-trees/01_overview-of-classifiers.mp4
4.2 MB
Coursera - Supervised Machine Learning Classification/04_decision-trees/01_decision-trees/04_entropy-based-splitting.mp4
3.9 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/01_ensemble-based-methods-and-bagging/01_ensemble-based-methods-and-bagging-part-1.mp4
3.9 MB
Coursera - Supervised Machine Learning Classification/03_support-vector-machines/01_support-vector-machines/02_classification-with-support-vector-machines.mp4
3.8 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/01_ensemble-based-methods-and-bagging/02_ensemble-based-methods-and-bagging-part-2.mp4
2.5 MB
Coursera - Supervised Machine Learning Classification/05_ensemble-models/03_bagging-labs/01_optional-download-assets-for-demo-lab-bagging_Demo-Lab-Bagging.zip
305.7 kB
Coursera - Unsupervised Machine Learning/02_selecting-a-clustering-algorithm/04_end-of-module-review/01_summary_instructions.html
220.5 kB
Coursera - Deep Learning and Reinforcement Learning/01_introduction-to-neural-networks/03_end-of-module-review/01_summary-review_instructions.html
209.9 kB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/01_arma-models/03_arma-models-demo-activity_06e_DEMO_ARMA.zip
167.2 kB
Coursera - Deep Learning and Reinforcement Learning/02_neural-network-optimizers-and-keras/02_keras-library/02_keras-demo-activity_05d_LAB_Keras_Intro.zip
156.4 kB
Coursera - Specialized Models Time Series and Survival Analysis/03_arma-and-arima-models/02_arima-and-sarima-models/06_sarima-prophet-notebook-part-4.en.srt
37.6 kB
Coursera - Supervised Machine Learning Classification/01_logistic-regression/03_logistic-regression-labs/03_optional-logistic-regression-lab-part-2.en.srt
28.5 kB
Coursera - Supervised Machine Learning Regression/02_data-splits-and-cross-validation/01_training-and-test-splits/04_training-and-test-splits-lab-part-2.en.srt
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