[FreeTutorials.Us] data-science-using-r

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[FreeTutorials.Us] data-science-using-r

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文件列表

  • 01-introduction-to-data-science/attached_files/001-introduction/Datasets-BA-3.zip 1.9 MB
  • 03-hypothesis-testing-introduction/attached_files/034-hypothesis-testing-introduction/HT-files-ppt.zip 508.7 kB
  • 06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/Basic-R-code.zip 1.6 kB
  • 06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/fraudData.zip 294 Bytes
  • 06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/mba.zip 3.1 kB
  • 06-basics-of-rprogramming/attached_files/061-r-programming-case-study-part-1/R-Code-CaseStudy1.zip 1.6 kB
  • 06-basics-of-rprogramming/attached_files/061-r-programming-case-study-part-1/victims.zip 243 Bytes
  • 06-basics-of-rprogramming/attached_files/063-r-programming-case-study-part-3/R-code-2.zip 847 Bytes
  • 06-basics-of-rprogramming/attached_files/064-r-programming-case-study-part-4/R-code-2.zip 847 Bytes
  • 06-basics-of-rprogramming/attached_files/065-stastical-packages-in-r/R-code-3.zip 465 Bytes
  • 06-basics-of-rprogramming/attached_files/066-r-programming-case-study-using-inbuilt-datasets/R-code-4.zip 594 Bytes
  • 06-basics-of-rprogramming/attached_files/070-case-study-on-data-visualization-using-r-part-4/R-code-5.zip 1.3 kB
  • 07-predictive-analytics/attached_files/072-scatter-diagram/R-Codes-for-Regression.zip 3.5 kB
  • 07-predictive-analytics/attached_files/075-simple-linear-regression-using-r-part-1/SimpleLinearRegression-RCode.zip 566 Bytes
  • 07-predictive-analytics/attached_files/075-simple-linear-regression-using-r-part-1/Waist-At-data.zip 637 Bytes
  • 07-predictive-analytics/attached_files/079-multiple-linear-regression-introduction/Cars-data.zip 1.5 kB
  • 07-predictive-analytics/attached_files/079-multiple-linear-regression-introduction/MultipleLinearRegression-RCode.zip 1.5 kB
  • 07-predictive-analytics/attached_files/084-understanding-logistic-regression-concepts/Claimants-data.zip 9.6 kB
  • 07-predictive-analytics/attached_files/084-understanding-logistic-regression-concepts/Logistic-RCode.zip 471 Bytes
  • 08-data-miningclustering-using-r/attached_files/095-introduction-to-clustering/Clustering-R-codes.zip 1.5 kB
  • 08-data-miningclustering-using-r/attached_files/104-hierarchical-clustering-using-r-part-1/Hierarchial-RCode.zip 623 Bytes
  • 08-data-miningclustering-using-r/attached_files/104-hierarchical-clustering-using-r-part-1/University-Clustering-data.zip 9.3 kB
  • 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/Extracted-Iphone-reviews-from-Amazon.zip 5.1 kB
  • 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/negative-words.zip 16.0 kB
  • 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/positive-words.zip 7.6 kB
  • 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/Sentimental-Analysis-RCode.zip 4.3 kB
  • 12-text-mining-using-r/attached_files/144-twitter-data-extraction-using-r/Sample-Extracted-Tweets.zip 3.1 kB
  • 12-text-mining-using-r/attached_files/144-twitter-data-extraction-using-r/Twitter-Rcode.zip 786 Bytes
  • 12-text-mining-using-r/attached_files/145-amazon-data-extraction-using-r/Extracted-Iphone-reviews-from-Amazon.zip 5.1 kB
  • 12-text-mining-using-r/attached_files/145-amazon-data-extraction-using-r/Extracting-reviews-from-Amazon-Rcode.zip 1.0 kB
  • 13-forecasting-using-xl-miner/attached_files/147-forecasting-introduction-and-agenda-for-introduction/AmtrakPassengersMonthlyRaw.xls 36.4 kB
  • 02-basic-statistics/quizzes/001-quiz2.html 15.5 kB
  • 04-hypothesis-testing-parametric/quizzes/002-quiz-3.html 9.7 kB
  • 06-basics-of-rprogramming/quizzes/003-quiz-4.html 2.2 kB
  • 07-predictive-analytics/quizzes/004-quiz-5.html 11.5 kB
  • 08-data-miningclustering-using-r/quizzes/005-quiz-6.html 16.6 kB
  • 09-dimension-reduction/quizzes/006-quiz7.html 9.4 kB
  • 10-association-rules/quizzes/007-quiz8.html 9.5 kB
  • 11-recommendation-system/quizzes/008-quiz9.html 4.8 kB
  • 12-text-mining-using-r/quizzes/009-quiz10.html 7.2 kB
  • 13-forecasting-using-xl-miner/quizzes/010-quiz11.html 12.7 kB
  • 01-introduction-to-data-science/001-introduction.mp4 9.4 MB
  • 01-introduction-to-data-science/002-data-generation-and-information-age.mp4 17.3 MB
  • 01-introduction-to-data-science/003-big-data-and-getting-drenched-in-data.mp4 47.8 MB
  • 01-introduction-to-data-science/004-why-data-science......mp4 33.5 MB
  • 02-basic-statistics/005-data-types-and-preliminaries.mp4 16.8 MB
  • 02-basic-statistics/006-random-variable.mp4 10.7 MB
  • 02-basic-statistics/007-what-is-probability....mp4 7.6 MB
  • 02-basic-statistics/008-probability-distribution.mp4 24.5 MB
  • 02-basic-statistics/009-recap-of-concepts-and-probability-applications.mp4 17.5 MB
  • 02-basic-statistics/010-sampling-funnel.mp4 9.0 MB
  • 02-basic-statistics/011-measures-of-central-tendency.mp4 32.2 MB
  • 02-basic-statistics/012-measures-of-dispersion.mp4 14.3 MB
  • 02-basic-statistics/013-measures-of-dispersion-part2.mp4 32.9 MB
  • 02-basic-statistics/014-excpected-value-and-variance-for-discrete-data.mp4 7.1 MB
  • 02-basic-statistics/015-preliminaries-of-r-aad-r-studio.mp4 14.0 MB
  • 02-basic-statistics/016-various-components-and-basics-of-r-studio.mp4 12.5 MB
  • 02-basic-statistics/017-data-visualization-using-rbarplothistogramskewness.mp4 51.3 MB
  • 02-basic-statistics/018-3rd-and-4th-moment-business-decision.mp4 16.6 MB
  • 02-basic-statistics/019-recap-and-box-plot.mp4 22.9 MB
  • 02-basic-statistics/020-normal-distributionpart-1.mp4 15.0 MB
  • 02-basic-statistics/021-normal-distributionpart-2-standarad-normal-distribution.mp4 32.5 MB
  • 02-basic-statistics/022-standard-normal-distribution-part-2.mp4 15.9 MB
  • 02-basic-statistics/023-calculating-probabilities-from-zdistribution.mp4 29.5 MB
  • 02-basic-statistics/024-sampling-variation-samplesize-central-limit-theorm.mp4 22.0 MB
  • 02-basic-statistics/025-normal-quantile-plot-qqplot.mp4 12.8 MB
  • 02-basic-statistics/026-recap-confidence-interval.mp4 22.4 MB
  • 02-basic-statistics/027-confidence-interval-zdistribution-part1.mp4 18.9 MB
  • 02-basic-statistics/028-confidence-interval-zdistribution-part2.mp4 29.0 MB
  • 02-basic-statistics/029-confidence-interval-interpretation.mp4 6.4 MB
  • 02-basic-statistics/030-confidence-interval-tdistribution.mp4 35.2 MB
  • 02-basic-statistics/031-anova-part-1.mp4 18.7 MB
  • 02-basic-statistics/032-anova-part-2.mp4 17.4 MB
  • 02-basic-statistics/033-recap-basic-statistics.mp4 19.6 MB
  • 03-hypothesis-testing-introduction/034-hypothesis-testing-introduction.mp4 24.1 MB
  • 03-hypothesis-testing-introduction/035-hypothesis-testing-formulation.mp4 23.5 MB
  • 03-hypothesis-testing-introduction/036-hypothesis-testing-various-types-of-tests.mp4 8.9 MB
  • 04-hypothesis-testing-parametric/037-2-sample-ttest-part1.mp4 36.2 MB
  • 04-hypothesis-testing-parametric/038-2-sample-ttest-part2.mp4 16.5 MB
  • 04-hypothesis-testing-parametric/039-2-sample-ttest-part3.mp4 19.7 MB
  • 04-hypothesis-testing-parametric/040-one-way-anova-part1.mp4 18.8 MB
  • 04-hypothesis-testing-parametric/041-one-way-anova-part2.mp4 10.6 MB
  • 04-hypothesis-testing-parametric/042-one-way-anova-part3.mp4 7.9 MB
  • 04-hypothesis-testing-parametric/043-anova12-multiple-way.mp4 6.9 MB
  • 04-hypothesis-testing-parametric/044-2-proportion-test.mp4 24.1 MB
  • 04-hypothesis-testing-parametric/045-recap-hypothesis-testing.mp4 11.1 MB
  • 04-hypothesis-testing-parametric/046-1-sample-z-test-part1.mp4 18.3 MB
  • 04-hypothesis-testing-parametric/047-1-sample-z-test-part2.mp4 30.2 MB
  • 04-hypothesis-testing-parametric/048-1-sample-t-test.mp4 33.9 MB
  • 04-hypothesis-testing-parametric/049-1-sample-sign-test.mp4 15.2 MB
  • 04-hypothesis-testing-parametric/050-paired-t-test.mp4 26.5 MB
  • 04-hypothesis-testing-parametric/051-tukey-pairwise-comparisons-part1.mp4 38.4 MB
  • 04-hypothesis-testing-parametric/052-tukey-pairwise-comparisons-part2.mp4 31.1 MB
  • 05-hypothesis-testingnon-parametric/053-chi-square-test.mp4 17.6 MB
  • 05-hypothesis-testingnon-parametric/054-mann-whitney-test.mp4 24.7 MB
  • 05-hypothesis-testingnon-parametric/055-paired-t-test-assumption.mp4 21.2 MB
  • 05-hypothesis-testingnon-parametric/056-moods-median-test.mp4 23.3 MB
  • 06-basics-of-rprogramming/057-basic-programing-using-r-part-1.mp4 35.1 MB
  • 06-basics-of-rprogramming/058-basic-programing-using-r-part-2.mp4 28.3 MB
  • 06-basics-of-rprogramming/059-basic-programing-using-r-part-3.mp4 32.8 MB
  • 06-basics-of-rprogramming/060-basic-programing-using-r-part-4.mp4 35.1 MB
  • 06-basics-of-rprogramming/061-r-programming-case-study-part-1.mp4 14.1 MB
  • 06-basics-of-rprogramming/062-r-programming-case-study-part-2.mp4 37.7 MB
  • 06-basics-of-rprogramming/063-r-programming-case-study-part-3.mp4 49.7 MB
  • 06-basics-of-rprogramming/064-r-programming-case-study-part-4.mp4 31.9 MB
  • 06-basics-of-rprogramming/065-stastical-packages-in-r.mp4 21.8 MB
  • 06-basics-of-rprogramming/066-r-programming-case-study-using-inbuilt-datasets.mp4 42.3 MB
  • 06-basics-of-rprogramming/067-case-study-on-data-visualization-using-r-part-1.mp4 44.3 MB
  • 06-basics-of-rprogramming/068-case-study-on-data-visualization-using-r-part-2.mp4 18.7 MB
  • 06-basics-of-rprogramming/069-case-studay-on-data-visualization-using-r-part-3.mp4 25.8 MB
  • 06-basics-of-rprogramming/070-case-study-on-data-visualization-using-r-part-4.mp4 27.6 MB
  • 06-basics-of-rprogramming/071-recap-exploratory-data-analysis.mp4 30.2 MB
  • 07-predictive-analytics/072-scatter-diagram.mp4 18.5 MB
  • 07-predictive-analytics/073-correlation-coefficient.mp4 18.0 MB
  • 07-predictive-analytics/074-simple-linear-regression-introduction.mp4 22.0 MB
  • 07-predictive-analytics/075-simple-linear-regression-using-r-part-1.mp4 46.3 MB
  • 07-predictive-analytics/076-simple-linear-regression-using-r-part-2.mp4 29.7 MB
  • 07-predictive-analytics/077-simple-linear-regression-using-r-part-3.mp4 23.3 MB
  • 07-predictive-analytics/078-simple-linear-regression-using-r-part-4.mp4 29.3 MB
  • 07-predictive-analytics/079-multiple-linear-regression-introduction.mp4 25.4 MB
  • 07-predictive-analytics/080-multiple-linear-regression-using-r-part-1.mp4 32.2 MB
  • 07-predictive-analytics/081-multiple-linear-regression-using-r-part-2.mp4 21.4 MB
  • 07-predictive-analytics/082-multiple-linear-regression-using-r-part-3.mp4 40.9 MB
  • 07-predictive-analytics/083-recap-linear-regression.mp4 34.9 MB
  • 07-predictive-analytics/084-understanding-logistic-regression-concepts.mp4 47.3 MB
  • 07-predictive-analytics/085-logistic-regression-part-1.mp4 42.6 MB
  • 07-predictive-analytics/086-logistic-regression-part-2.mp4 38.2 MB
  • 07-predictive-analytics/087-logistic-regression-part-3.mp4 30.8 MB
  • 07-predictive-analytics/088-logistic-regression-part-4.mp4 32.8 MB
  • 07-predictive-analytics/089-logistic-regressionlogistic-function-representation.mp4 35.0 MB
  • 07-predictive-analytics/090-logistic-regression-part-5.mp4 37.3 MB
  • 07-predictive-analytics/091-logistic-regression-confusion-matrix.mp4 27.6 MB
  • 07-predictive-analytics/092-logistic-regressionroc.mp4 28.7 MB
  • 07-predictive-analytics/093-logistic-regressionroc-case-studies-part-1.mp4 26.2 MB
  • 07-predictive-analytics/094-logistic-regressionroc-case-studies-part-2.mp4 39.7 MB
  • 08-data-miningclustering-using-r/095-introduction-to-clustering.mp4 23.6 MB
  • 08-data-miningclustering-using-r/096-types-of-data-mining-techniques.mp4 20.6 MB
  • 08-data-miningclustering-using-r/097-hierarchical-clustering-introduction.mp4 16.7 MB
  • 08-data-miningclustering-using-r/098-hierarchical-clustering-case-study.mp4 17.7 MB
  • 08-data-miningclustering-using-r/099-calculating-distance-for-categorical-data.mp4 16.5 MB
  • 08-data-miningclustering-using-r/100-calculating-distance-for-mixed-data-with-case-study.mp4 32.1 MB
  • 08-data-miningclustering-using-r/101-calculating-distance-for-mixed-data-case-study-part-2.mp4 12.1 MB
  • 08-data-miningclustering-using-r/102-calculating-distance-between-clusters-with-case-study.mp4 23.2 MB
  • 08-data-miningclustering-using-r/103-hierarchical-clustering-synopsis.mp4 11.2 MB
  • 08-data-miningclustering-using-r/104-hierarchical-clustering-using-r-part-1.mp4 22.6 MB
  • 08-data-miningclustering-using-r/105-hierarchical-clustering-using-r-part-2.mp4 23.6 MB
  • 08-data-miningclustering-using-r/106-k-means-clustering-introduction.mp4 8.0 MB
  • 08-data-miningclustering-using-r/107-k-means-clustering-using-r-part-1.mp4 28.5 MB
  • 08-data-miningclustering-using-r/108-k-means-clustering-using-r-part-2.mp4 35.1 MB
  • 08-data-miningclustering-using-r/109-k-means-clustering-using-r-part-3.mp4 31.1 MB
  • 08-data-miningclustering-using-r/110-k-means-clustering-using-r-part-4.mp4 26.3 MB
  • 08-data-miningclustering-using-r/111-summary-of-k-means-clustering.mp4 6.5 MB
  • 08-data-miningclustering-using-r/112-difference-between-k-means-and-hierarchical.mp4 6.8 MB
  • 08-data-miningclustering-using-r/113-k-means-clustering-case-study.mp4 30.8 MB
  • 08-data-miningclustering-using-r/114-recap-data-mining-clustering.mp4 26.7 MB
  • 09-dimension-reduction/115-dimension-reduction-introduction.mp4 7.0 MB
  • 09-dimension-reduction/116-dimension-reduction-applications.mp4 37.3 MB
  • 09-dimension-reduction/117-pca-key-benefits.mp4 21.8 MB
  • 09-dimension-reduction/118-pca-intuition.mp4 19.2 MB
  • 09-dimension-reduction/119-pca-preliminaries-and-weights.mp4 42.7 MB
  • 09-dimension-reduction/120-standardize-variables-and-pca-calculation.mp4 13.6 MB
  • 09-dimension-reduction/121-pca-first-goal.mp4 30.5 MB
  • 09-dimension-reduction/122-pca-second-goal.mp4 15.0 MB
  • 09-dimension-reduction/123-pca-third-goal-and-additional-benefits.mp4 23.0 MB
  • 10-association-rules/124-association-rules-introduction.mp4 13.4 MB
  • 10-association-rules/125-market-basket-analysis.mp4 7.8 MB
  • 10-association-rules/126-association-rules-part-1.mp4 13.2 MB
  • 10-association-rules/127-association-rules-part-2.mp4 29.1 MB
  • 10-association-rules/128-association-rulescase-studay-and-terminology.mp4 17.0 MB
  • 10-association-rules/129-association-rulesperformance-measures-and-support-calculation.mp4 32.0 MB
  • 10-association-rules/130-association-rulesconfidance-calculation.mp4 27.3 MB
  • 10-association-rules/131-association-ruleslift-calculation.mp4 32.2 MB
  • 10-association-rules/132-association-rulesrules-selection-process-and-applications.mp4 26.4 MB
  • 11-recommendation-system/133-recommendation-system-introduction.mp4 23.9 MB
  • 11-recommendation-system/134-what-item-to-recommend.mp4 20.0 MB
  • 11-recommendation-system/135-recommender-system-disadvantages.mp4 29.2 MB
  • 11-recommendation-system/136-recommendation-reduction-process.mp4 5.6 MB
  • 11-recommendation-system/137-recap-dimension-reduction-and-association-rules.mp4 23.3 MB
  • 12-text-mining-using-r/138-introductionimportance-and-bag-of-words-representation.mp4 14.4 MB
  • 12-text-mining-using-r/139-terminology-and-preprocessing-of-data.mp4 20.5 MB
  • 12-text-mining-using-r/140-dtm-and-tdm-format.mp4 15.6 MB
  • 12-text-mining-using-r/141-corpus-level-word-cloud.mp4 62.3 MB
  • 12-text-mining-using-r/142-brief-case-study-on-real-project-part-1.mp4 47.0 MB
  • 12-text-mining-using-r/143-brief-case-study-on-real-project-part-2.mp4 45.7 MB
  • 12-text-mining-using-r/144-twitter-data-extraction-using-r.mp4 36.3 MB
  • 12-text-mining-using-r/145-amazon-data-extraction-using-r.mp4 24.3 MB
  • 12-text-mining-using-r/146-recap-text-mining.mp4 7.7 MB
  • 13-forecasting-using-xl-miner/147-forecasting-introduction-and-agenda-for-introduction.mp4 62.2 MB
  • 13-forecasting-using-xl-miner/148-who-forecasts.mp4 39.1 MB
  • 13-forecasting-using-xl-miner/149-forecasting-strategydefining-goal.mp4 31.5 MB
  • 13-forecasting-using-xl-miner/150-forecastingdata-collection-and-various-components.mp4 34.9 MB
  • 13-forecasting-using-xl-miner/151-forecasting-seasonal-trend-random-components.mp4 25.5 MB
  • 13-forecasting-using-xl-miner/152-forecastingdata-exploration-visualization.mp4 51.5 MB
  • 13-forecasting-using-xl-miner/153-forecastingdata-visualization-principles.mp4 14.1 MB
  • 13-forecasting-using-xl-miner/154-forecastingerror-measures.mp4 12.5 MB
  • 13-forecasting-using-xl-miner/155-exploratory-data-analysis-using-walmart-footfalls-example-part1.mp4 61.7 MB
  • 13-forecasting-using-xl-miner/156-exploratory-data-analysis-using-walmart-footfalls-example-part2.mp4 14.7 MB
  • 13-forecasting-using-xl-miner/157-evaluating-predictive-accuracy.mp4 24.5 MB
  • 13-forecasting-using-xl-miner/158-forecasting-different-methods.mp4 8.3 MB
  • 14-forecasting-model-based-approaches/159-forecasting-methodslinear-model.mp4 44.6 MB
  • 14-forecasting-model-based-approaches/160-forecasting-methodsexponential-quadratic-and-additive-seasonality-models.mp4 62.1 MB
  • 14-forecasting-model-based-approaches/161-forecasting-methods-additive-seasonality-with-trendmultiplicative-seasonality.mp4 65.4 MB
  • 14-forecasting-model-based-approaches/162-forecastingirregular-components..mp4 12.7 MB
  • 14-forecasting-model-based-approaches/163-recap-understanding-forecasting.mp4 21.4 MB
  • 15-forecasting-data-driven-approaches/164-forecasting-autocorrelation-model.mp4 86.1 MB
  • 15-forecasting-data-driven-approaches/165-forecastingmodel-based-approach-vs-data-driven-approach.mp4 11.1 MB
  • 15-forecasting-data-driven-approaches/166-forecast-methods-based-on-smoothing.mp4 35.6 MB
  • 15-forecasting-data-driven-approaches/167-forecast-methods-exponential-smoothing.mp4 31.1 MB
  • 15-forecasting-data-driven-approaches/168-forecast-data-driven-holts-and-winter-method.mp4 38.3 MB
  • 15-forecasting-data-driven-approaches/169-forecast-data-drivenseasonal-indexes.mp4 18.3 MB
  • 15-forecasting-data-driven-approaches/170-forecast-seasonal-indexescentered-moving-average-hands-on.mp4 66.2 MB
  • 15-forecasting-data-driven-approaches/171-forecasting-logistic-regression-using-xlminer.mp4 31.4 MB
  • [FreeTutorials.Us].txt 75 Bytes
  • Freetutorials.Us.url 119 Bytes

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