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Machine Learning Specialization

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1C6FE20E31AFAB2F041D8BC4299B968B95EEE660

Number of Files:

2880

Content Size:

13.16GB

Convert On:

2023-07-19

Keywords:

Machine Learning Specialization

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File Name

Size

[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

236.15MB

TutsNode.net.txt

63B

[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_LM-3dtexton.pdf

1.81MB

[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt

2.84KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_numpy.argsort.html

38.84KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/01_defining-how-we-assess-performance/02_assessing-performance-intro.en.txt

464B

.pad/0

16B

[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/05_conversations-with-andrew-optional/01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.mp4

230.66MB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/07_optional-a-worked-out-example-for-kd-trees_instructions.html

1.26MB

[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/06_programming-assignment/01_predicting-sentiment-from-product-reviews_sklearn.linear_model.LogisticRegression.html

82.61KB

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[TutsNode.net] - Machine Learning Specialization/machine-learning/03_week-3-classification/10_conversations-with-andrew-optional/01_andrew-ng-and-fei-fei-li-on-human-centered-ai.mp4

214.72MB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/03_summary-of-deep-learning/02_deep-learning_exam.html

1.26MB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_instructions.html

21.26KB

.pad/2

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_song_data.csv

149.16MB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_4_map_index_to_word.json.zip

834.29KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_instructions.html

30.75KB

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_people_wiki.csv

110.85MB

[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

908.17KB

[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

243.25KB

[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

21.77KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/06_a-brief-recap.en.srt

1.59KB

.pad/4

[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/06_programming-assignment/01_deep-features-for-image-retrieval-assignment_image_test_data.csv

103MB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/05_programming-assignment/01_predicting-house-prices-assignment_home_data.sframe.zip

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/03_summary-of-clustering-and-similarity/02_clustering-and-similarity_exam.html

109.15KB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/02_mixtures-of-gaussians-for-clustering/03_scaling-mixtures-of-gaussians-for-document-clustering.en.srt

7.04KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/05_mixed-membership-modeling-via-latent-dirichlet-allocation/05_programming-assignment/01_modeling-text-topics-with-latent-dirichlet-allocation_topic_models.zip

87.67MB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_instructions.html

328.03KB

[TutsNode.net] - Machine Learning Specialization/machine-learning/01_week-1-introduction-to-machine-learning/02_supervised-vs-unsupervised-machine-learning/01_what-is-machine-learning.en.srt

9.46KB

.pad/6

12B

[TutsNode.net] - Machine Learning Specialization/ml-foundations/03_classification-analyzing-sentiment/05_programming-assignment/01_analyzing-product-sentiment-assignment_amazon_baby.csv

85.3MB

706.42KB

[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/03_content-based-filtering/04_ethical-use-of-recommender-systems.en.txt

8.96KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/03_programming-assignment-1/01_choosing-features-and-metrics-for-nearest-neighbor-search_people_wiki.sframe.zip

56.24MB

1.68MB

[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/04_programming-assignment-1/01_exploring-ensemble-methods_sklearn.ensemble.GradientBoostingClassifier.html

83.4KB

3.11KB

.pad/8

56.24MB

[TutsNode.net] - Machine Learning Specialization/ml-classification/07_handling-missing-data/01_basic-strategies-for-handling-missing-data/01_slides-presented-in-this-module_decision-trees-missing-values-annotated.pdf

1.57MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/03_download-the-notebook-and-follow-along_Overfitting_Demo_Ridge_Lasso.ipynb.zip

198.44KB

[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

1.31KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki.sframe.zip

56.24MB

1.35MB

386.86KB

31.74KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/03_k-nearest-neighbors-and-weighted-k-nearest-neighbors/02_k-nearest-neighbors-in-practice.en.txt

3.17KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_people_wiki.sframe.zip

56.24MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/02_multiple-regression-intro.mp4

1.21MB

564.4KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/03_getting-started-with-the-tools-for-the-course/01_getting-started-with-python-jupyter-notebook-turi-create_Turi_Getting_Started_with_SFrames.ipynb.zip

1.73KB

.pad/11

56.24MB

[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

1.16MB

[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

609.97KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/04_tying-up-the-loose-ends/04_a-brief-recap.en.txt

1.43KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/06_hierarchical-clustering-closing-remarks/03_programming-assignment/01_modeling-text-data-with-a-hierarchy-of-clusters_people_wiki.sframe.zip

56.24MB

[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

1.16MB

445.45KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/02_course-overview-and-details/06_reading-software-tools-you-ll-need_quickstart.html

166.33KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/01_welcome-to-the-course/05_impact-of-classification.en.srt

1.43KB

[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.txt

2.76KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/01_why-use-precision-recall-as-quality-metrics/01_slides-presented-in-this-module_precision-recall.pdf

1.93MB

[TutsNode.net] - Machine Learning Specialization/machine-learning/02_week-2-regression-with-multiple-input-variables/02_practice-quiz-multiple-linear-regression/01_practice-quiz-multiple-linear-regression_exam.html

69.77KB

.pad/13

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/06_more-sframes-practice/01_download-wiki-people-data_people_wiki.sframe.zip

56.24MB

[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/06_programming-assignment/01_implementing-logistic-regression-from-scratch_module-3-assignment-numpy-arrays.npz.zip

1.16MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_train_data.csv.zip

354.68KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/06_programming-assignment/01_deep-features-for-image-retrieval-assignment_tabular-data.html

243.25KB

[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/03_collaborative-filtering-algorithm.en.srt

18.78KB

.pad/14

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_people_wiki.sframe.zip

56.24MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/07_programming-assignment/01_fitting-a-simple-linear-regression-model-on-housing-data_home_data.sframe.zip

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/05_summary-of-recommender-systems/02_recommender-systems_exam.html

789.13KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_instructions.html

103.36KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/02_class-probabilities/04_using-probabilities-in-classification.en.txt

2.1KB

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_people_wiki.sframe.zip

56.24MB

[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

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_instructions.html

786.63KB

[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

102.06KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/03_test-error-what-we-can-actually-compute.en.srt

5.91KB

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55.57MB

354.68KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_test_data.csv.zip

81.7KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/03_using-the-learned-decision-tree/02_multiclass-classification-with-decision-trees.en.srt

3.62KB

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55.57MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_wk3_kc_house_train_data.csv.zip

354.68KB

81.7KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/05_summary-of-recommender-systems/01_recommender-systems-ml-block-diagram.en.txt

3.61KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki.gl.zip

55.57MB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/06_programming-assignment-1/01_implementing-em-for-gaussian-mixtures_chosen_images.png

352.89KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_wk3_kc_house_test_data.csv.zip

81.7KB

[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/02_course-overview-and-details/02_outline-of-first-half-of-course.en.txt

5.4KB

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_people_wiki.gl.zip

55.57MB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/06_programming-assignment/01_deep-features-for-image-retrieval-assignment_instructions.html

350.39KB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_instructions.html

78.83KB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/01_motivating-and-setting-the-foundation-for-mixture-models/02_motiving-probabilistic-clustering-models.en.srt

10.74KB

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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_valid_data.csv.zip

349.96KB

[TutsNode.net] - Machine Learning Specialization/machine-learning/03_week-3-classification/08_practice-quiz-the-problem-of-overfitting/01_practice-quiz-the-problem-of-overfitting_exam.html

89.75KB

248B

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/05_locality-sensitive-hashing-for-approximate-nn-search/07_optional-improving-efficiency-through-multiple-tables.mp4

54.2MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/01_defining-how-we-assess-performance/02_assessing-performance-intro.mp4

1.77MB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/06_programming-assignment/01_deep-features-for-image-retrieval-assignment_turicreate.Sketch.html

28.19KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/07_closing-remarks/01_deploying-machine-learning-as-a-service/02_you-ve-made-it.en.srt

1.04KB

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/06_programming-assignment/01_deep-features-for-image-retrieval-assignment_image_train_data.csv

51.58MB

349.96KB

[TutsNode.net] - Machine Learning Specialization/machine-learning/03_week-3-classification/04_practice-quiz-cost-function-for-logistic-regression/01_practice-quiz-cost-function-for-logistic-regression_exam.html

77KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/02_the-simple-linear-regression-model-its-use-and-interpretation/03_using-the-fitted-line.en.txt

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[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/07_programming-assignment-2/02_implementing-gradient-descent-for-multiple-regression_home_data.sframe.zip

908.17KB

[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.md

176.11KB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_sklearn.preprocessing.normalize.html

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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_home_data.sframe.zip

908.17KB

171.65KB

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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/01_regression-fundamentals/02_a-case-study-in-predicting-house-prices.en.txt

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/03_programming-assignment/01_clustering-text-data-with-k-means_people_wiki_tf_idf.npz.zip

50.92MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/05_programming-assignment-1/01_observing-effects-of-l2-penalty-in-polynomial-regression_home_data.sframe.zip

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/01_welcome/01_what-is-this-course-about/07_software-tools-you-ll-need-for-this-course_quickstart.html

166.33KB

[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.srt

26.6KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/02_thank-you.en.txt

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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/06_programming-assignment-2/01_implementing-ridge-regression-via-gradient-descent_home_data.sframe.zip

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/01_welcome/01_what-is-this-course-about/08_reading-software-tools-you-ll-need_quickstart.html

166.33KB

[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.srt

26.39KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/04_getting-started-with-python-and-the-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_instructions.html

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/04_deep-features-for-image-classification-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_image_test_data.zip

50.92MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/08_programming-assignment-1/01_using-lasso-to-select-features_home_data.sframe.zip

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/04_download-the-notebook-and-follow-along_Overfitting_Demo_Ridge_Lasso.ipynb.zip

198.44KB

[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/02_who-this-specialization-is-for-and-what-you-will-be-able-to-do/03_what-you-ll-be-able-to-do.en.txt

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/05_deep-features-for-image-retrieval-jupyter-notebook/01_download-the-jupyter-notebook-used-in-this-lesson-to-follow-along_image_test_data.zip

50.92MB

[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/09_programming-assignment-2/01_implementing-lasso-using-coordinate-descent_home_data.sframe.zip

908.17KB

[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/04_download-the-notebook-and-follow-along_Overfitting_Demo_Ridge_Lasso.ipynb.zip

198.44KB

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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/05_finding-the-least-squares-line/01_computing-the-gradient-of-rss.mp4

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[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/06_choosing-the-number-of-clusters.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/02_finding-maxima-or-minima-analytically.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/04_creating-evaluating-a-personalized-song-recommender.mp4

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[TutsNode.net] - Machine Learning Specialization/machine-learning/01_week-1-introduction-to-machine-learning/06_train-the-model-with-gradient-descent/05_gradient-descent-for-linear-regression.mp4

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[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.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/03_an-aside-on-optimization-one-dimensional-objectives/04_finding-the-max-via-hill-climbing.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/04_document-retrieval-jupyter-notebook/05_computing-distances-between-wikipedia-articles.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/04_setting-the-stage-for-solving-the-lasso/02_coordinate-descent.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/07_closing-remarks/01_deploying-machine-learning-as-a-service/03_deploying-an-ml-service.mp4

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[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/04_deep-features-for-image-classification-jupyter-notebook/03_training-evaluating-a-classifier-using-raw-image-pixels.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/01_welcome/01_what-is-this-course-about/05_outlining-the-first-half-of-the-course.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/04_overfitting-regularization-in-logistic-regression/03_l2-regularized-logistic-regression/01_penalizing-large-coefficients-to-mitigate-overfitting.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/06_song-recommender-jupyter-notebook/02_loading-and-exploring-song-data.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/03_optimizing-the-ridge-objective/01_computing-the-gradient-of-the-ridge-objective.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/03_geometric-intuition-for-sparsity-of-lasso-solutions/02_visualizing-the-ridge-solution.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/03_splitting-the-data-into-training-and-test-sets.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/05_evaluating-error-rmse-of-the-simple-model.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/02_gradient-ascent-algorithm-for-learning-logistic-regression-classifier/05_summary-of-gradient-ascent-for-logistic-regression.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/04_defining-overfitting.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/02_3-measures-of-loss-and-their-trends-with-model-complexity/05_training-test-split.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/04_stochastic-gradient-practical-tricks/03_don-t-trust-last-coefficients.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/04_scaling-up-k-nn-search-using-kd-trees/01_complexity-of-brute-force-search.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/06_feature-selection-lasso/05_optimizing-the-lasso-objective/03_coordinate-descent-for-lasso-unnormalized-features.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/01_intuition-behind-decision-trees/03_intuition-behind-decision-trees.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/04_performance-metrics-for-recommender-systems/02_optimal-recommenders.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/02_summary-and-whats-ahead-in-the-specialization/02_thank-you.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/04_computing-the-least-squares-d-dimensional-curve/04_approach-2-gradient-descent.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/02_the-ridge-objective/03_how-ridge-regression-balances-bias-and-variance.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/09_precision-recall/04_summarizing-precision-recall/01_recap-of-precision-recall.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/04_very-optional-lesson-deriving-gradient-of-logistic-regression/03_very-optional-deriving-probability-y-1-given-x.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/01_welcome/01_what-is-this-course-about/03_welcome.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/03_using-the-learned-decision-tree/01_making-predictions-with-decision-trees.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/05_deep-features-for-image-retrieval-jupyter-notebook/03_creating-a-nearest-neighbors-model-for-image-retrieval.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/05_k-nn-and-kernel-regression-wrapup/04_a-brief-recap.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/05_programming-assignment/01_predicting-house-prices-assignment_house_images.zip

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/05_deep-features-for-image-retrieval-jupyter-notebook/05_querying-for-the-most-similar-images-for-car-image.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/01_welcome-to-the-course/03_welcome-to-the-classification-course-a-part-of-the-machine-learning.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/01_recommender-systems/02_recommender-systems-overview.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/01_motivating-local-fits/01_slides-presented-in-this-module_week6_NNkernelregression-annotated.pdf

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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/06_discussion-and-summary-of-simple-linear-regression/06_a-brief-recap.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/02_who-this-specialization-is-for-and-what-you-will-be-able-to-do/03_what-you-ll-be-able-to-do.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/05_summarizing-mixture-models/01_a-brief-recap.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/08_closing-remarks/01_what-we-ve-learned/01_slides-presented-in-this-module_closing.pdf

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[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/01_welcome-to-the-course/05_impact-of-classification.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/05_summarizing-multiple-regression/01_a-brief-recap.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/01_linear-regression-modeling/02_predicting-house-prices-a-case-study-in-regression.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-regression/02_simple-linear-regression/01_regression-fundamentals/02_a-case-study-in-predicting-house-prices.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/03_clustering-with-k-means/05_summarizing-clustering-with-k-means/02_a-brief-recap.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/10_scaling-to-huge-datasets-online-learning/01_scaling-ml-to-huge-datasets/01_slides-presented-in-this-module_online-learning-annotated.pdf

3.65MB

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[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/05_summarizing-decision-trees/01_recap-of-decision-trees.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/04_predicting-house-prices-jupyter-notebook/07_inspecting-the-model-coefficients-learned.mp4

3.39MB

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/01_why-you-should-learn-machine-learning-with-us/03_welcome-to-this-course-and-specialization.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/04_mixture-models/07_programming-assignment-2/01_clustering-text-data-with-gaussian-mixtures_4_tf_idf.npz.zip

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[TutsNode.net] - Machine Learning Specialization/ml-classification/06_preventing-overfitting-in-decision-trees/01_overfitting-in-decision-trees/01_slides-presented-in-this-module_decision-trees-overfitting-annotated.pdf

3.1MB

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[TutsNode.net] - Machine Learning Specialization/ml-regression/05_ridge-regression/01_characteristics-of-overfit-models/01_slides-presented-in-this-module_week4_ridgeregression-annotated.pdf

3.01MB

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[TutsNode.net] - Machine Learning Specialization/ml-classification/03_learning-linear-classifiers/01_maximum-likelihood-estimation/01_slides-presented-in-this-module_logistic-regression-learning-annotated.pdf

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[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

2.85MB

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[TutsNode.net] - Machine Learning Specialization/ml-foundations/07_closing-remarks/01_deploying-machine-learning-as-a-service/02_you-ve-made-it.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/02_course-overview-and-details/05_lets-get-started.mp4

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[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/01_the-amazing-idea-of-boosting-a-classifier/01_slides-presented-in-this-module_boosting-annotated.pdf

2.21MB

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