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TORRENT DETAILS

Machine Learning Specialization

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	1c6fe20e31afab2f041d8bc4299b968b95eee660
Size:	13.2 GB in 99 files
Release Date(s):	Torrent Release: 18-07-2023 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

Description

Build Intelligent Applications. Master machine learning fundamentals in four hands-on courses.

SKILLS YOU WILL GAIN

Data Clustering Algorithms

Machine Learning

Classification Algorithms

Decision Tree

Python Programming

Machine Learning Concepts

Deep Learning

Linear Regression

Ridge Regression

Lasso (Statistics)

Regression Analysis

Logistic Regression

Last Updated 6/2023

VISITOR COMMENTS (0

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FILE LIST

Filename		Size
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	TutsNode.net.txt	63 B
	[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt	2.8 KB
	[TutsNode.net] - Machine Learning Specialization/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.txt	2.8 KB
	[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
	[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	9.5 KB
	[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	69.8 KB
	[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
	[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	214.7 MB
	[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/01_welcome-to-the-course/05_impact-of-classification.en.srt	1.4 KB
	[TutsNode.net] - Machine Learning Specialization/ml-classification/01_welcome/02_course-overview-and-details/06_reading-software-tools-you-ll-need_quickstart.html	166.3 KB
	[TutsNode.net] - Machine Learning Specialization/ml-classification/02_linear-classifiers-logistic-regression/02_class-probabilities/04_using-probabilities-in-classification.en.txt	2.1 KB
	[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	82.6 KB
	[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	1.2 MB
	[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
	[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
	[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/03_using-the-learned-decision-tree/02_multiclass-classification-with-decision-trees.en.srt	3.6 KB
	[TutsNode.net] - Machine Learning Specialization/ml-classification/05_decision-trees/07_programming-assignment-2/01_implementing-binary-decision-trees_instructions.html	30.7 KB
	[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	1.6 MB
	[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/04_programming-assignment-1/01_exploring-ensemble-methods_sklearn.ensemble.GradientBoostingClassifier.html	83.4 KB
	[TutsNode.net] - Machine Learning Specialization/ml-classification/08_boosting/07_programming-assignment-2/01_boosting-a-decision-stump_instructions.html	103.4 KB
	[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	1.9 MB
	[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
	[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.gl.zip	55.6 MB
	[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	56.2 MB
	[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	1.3 MB
	[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 KB
	[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki.gl.zip	55.6 MB
	[TutsNode.net] - Machine Learning Specialization/ml-clustering-and-retrieval/02_nearest-neighbor-search/06_programming-assignment-2/01_implementing-locality-sensitive-hashing-from-scratch_people_wiki.sframe.zip	56.2 MB
	[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	56.2 MB
	[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 KB
	[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
	[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	834.3 KB
	[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	21.3 KB
	[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	56.2 MB
	[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_people_wiki.sframe.zip	56.2 MB
	[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	87.7 MB
	[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	56.2 MB
	[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	1.7 KB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/01_welcome/06_more-sframes-practice/01_download-wiki-people-data_people_wiki.sframe.zip	56.2 MB
	[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
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/02_regression-predicting-house-prices/05_programming-assignment/01_predicting-house-prices-assignment_home_data.sframe.zip	908.2 KB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/03_classification-analyzing-sentiment/05_programming-assignment/01_analyzing-product-sentiment-assignment_amazon_baby.csv	85.3 MB
	[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	109.2 KB
	[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	56.2 MB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/04_clustering-and-similarity-retrieving-documents/05_programming-assignment/01_retrieving-wikipedia-articles-assignment_people_wiki.csv	110.9 MB
	[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	56.2 MB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/05_summary-of-recommender-systems/02_recommender-systems_exam.html	789.1 KB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/05_recommending-products/07_programming-assignment/01_recommending-songs-assignment_song_data.csv	149.2 MB
	[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
	[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_eccv06.pdf	706.4 KB
	[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_iccv99.pdf	564.4 KB
	[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_imagenet.pdf	1.3 MB
	[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_instructions.html	3.1 KB
	[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	1.8 MB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/01_neural-networks-learning-very-non-linear-features/02_searching-for-images-a-case-study-in-deep-learning.mp4	1.7 MB
	[TutsNode.net] - Machine Learning Specialization/ml-foundations/06_deep-learning-searching-for-images/03_summary-of-deep-learning/02_deep-learning_exam.html	1.3 MB
	[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	103 MB
	[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
	[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	243.2 KB
	[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	1.6 KB
	[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	908.2 KB
	[TutsNode.net] - Machine Learning Specialization/ml-regression/03_multiple-regression/01_multiple-features-of-one-input/02_multiple-regression-intro.mp4	1.2 MB
	[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
	[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/01_defining-how-we-assess-performance/02_assessing-performance-intro.en.txt	464 B
	[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	5.9 KB
	[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
	[TutsNode.net] - Machine Learning Specialization/ml-regression/04_assessing-performance/06_programming-assignment/01_polynomial-regression_wk3_kc_house_test_data.csv.zip	81.7 KB
	[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
	[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	198.4 KB
	[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
	[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_test_data.csv.zip	81.7 KB
	[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
	[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 KB
	[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	354.7 KB
	[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	3.2 KB
	[TutsNode.net] - Machine Learning Specialization/ml-regression/07_nearest-neighbors-kernel-regression/06_programming-assignment/01_predicting-house-prices-using-k-nearest-neighbors-regression_home_data_small.sframe.zip	386.9 KB
	[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	38.8 KB
	[TutsNode.net] - Machine Learning Specialization/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/03_collaborative-filtering-algorithm.en.srt	18.8 KB
	[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	9 KB
	[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.en.txt	31.7 KB
	[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	230.7 MB

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