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  1. [TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/04_decision-trees/04_conversations-with-andrew-optional/01_andrew-ng-and-chris-manning-on-natural-language-processing.mp4 236.2 MB
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  21. [TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_home_data.sframe.zip 908.2 KB
  22. [TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/06_programming-assignment/01_deep-features-for-image-retrieval-assignment_nearest_neighbors.html 243.2 KB
  23. [TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/04_optional-advanced-material-formally-defining-and-deriving-the-3-sources-of-error/02_formally-deriving-why-3-sources-of-error.en.srt 21.8 KB
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  47. [TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/05_summarizing-overfitting-regularization-in-logistic-regression/01_recap-of-overfitting-regularization-in-logistic-regression.en.srt 1.3 KB
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  56. [TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/02_multiple-regression-intro.mp4 1.2 MB
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  61. [TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/06_programming-assignment/01_logistic-regression-with-l2-regularization_module-4-assignment-numpy-arrays.npz.zip 1.2 MB
  62. [TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_train_valid_shuffled.csv.zip 610.0 KB
  63. [TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/04_a-brief-recap.en.txt 1.4 KB
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  66. [TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/07_programming-assignment/01_training-logistic-regression-via-stochastic-gradient-ascent_module-10-assignment-numpy-arrays.npz.zip 1.2 MB
  67. [TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/01_slides-presented-in-this-module_Dalal-cvpr05.pdf 445.4 KB
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  76. [TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_train_data.csv.zip 354.7 KB
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  87. [TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/06_programming-assignment-1/01_exploring-different-multiple-regression-models-for-house-price-prediction_home_data.sframe.zip 908.2 KB
  88. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_instructions.html 786.6 KB
  89. [TutsNode.net] - Machine Learning Specialization/machine-learning/03_week-3-classification/06_practice-quiz-gradient-descent-for-logistic-regression/01_practice-quiz-gradient-descent-for-logistic-regression_exam.html 102.1 KB
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  93. [TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_wk3_kc_house_train_data.csv.zip 354.7 KB
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  1091. [TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/02_co-occurrence-matrices-for-collaborative-filtering/03_normalizing-co-occurrence-matrices-and-leveraging-purchase-histories.en.txt 5.1 KB
  1092. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/02_hierarchical-clustering-and-clustering-for-time-series-segmentation/01_why-hierarchical-clustering.en.txt 2.4 KB
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  1129. [TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/04_learning-decision-trees-with-continuous-inputs/01_threshold-splits-for-continuous-inputs.en.txt 4.9 KB
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  1132. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/02_clustering-via-k-means/01_the-k-means-algorithm.en.txt 4.9 KB
  1133. [TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/01_visualizing-the-ridge-cost.en.txt 4.9 KB
  1134. [TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/04_computing-exploring-tf-idfs.en.txt 4.9 KB
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  1138. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/03_nn-search-with-kd-trees.en.txt 4.8 KB
  1139. [TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/03_the-precision-recall-tradeoff/03_precision-recall-curve.en.txt 4.8 KB
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  1144. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/02_bayesian-inference-via-gibbs-sampling/02_gibbs-sampling-from-10-000-feet.en.txt 4.8 KB
  1145. [TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/07_examples-of-document-retrieval-in-action.en.srt 4.8 KB
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  1147. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/04_mapreduce-for-scaling-k-means/04_mapreduce-for-k-means.en.txt 4.8 KB
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  1151. [TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/01_review-of-gradient-ascent.en.txt 4.8 KB
  1152. [TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/03_setting-the-stage-for-computing-the-least-squares-fit/02_rewriting-the-single-observation-model-in-vector-notation.en.txt 4.8 KB
  1153. [TutsNode.net] - Machine Learning Specialization/machine-learning/02_week-2-regression-with-multiple-input-variables/03_gradient-descent-in-practice/01_feature-scaling-part-1.en.txt 4.8 KB
  1154. [TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/01_introduction-to-clustering/03_an-unsupervised-task.en.txt 4.8 KB
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  1165. [TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/04_algorithm-refinement-improved-neural-network-architecture.en.srt 4.7 KB
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  2864. [TutsNode.net] - Machine Learning Specialization/ml-foundations/03_classification-analyzing-sentiment/01_classification-modeling/02_analyzing-the-sentiment-of-reviews-a-case-study-in-classification.mp4 2.9 MB
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  2866. [TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/01_intuition-behind-decision-trees/01_slides-presented-in-this-module_decision-trees-annotated.pdf 2.8 MB
  2867. .pad/691 1.2 MB
  2868. [TutsNode.net] - Machine Learning Specialization/ml-foundations/07_closing-remarks/01_deploying-machine-learning-as-a-service/02_you-ve-made-it.mp4 2.8 MB
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  2870. [TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/02_course-overview-and-details/05_lets-get-started.mp4 2.8 MB
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  2874. [TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/05_programming-assignment/01_predicting-house-prices-assignment_home_data.csv 2.5 MB
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  2877. .pad/696 1.8 MB
  2878. [TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/01_algorithms-for-retrieval-and-measuring-similarity-of-documents/02_document-retrieval-a-case-study-in-clustering-and-measuring-similarity.mp4 2.1 MB
  2879. .pad/697 1.9 MB
  2880. [TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/01_slides-presented-in-this-module_mikolajczyk_pami05.pdf 2.0 MB

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