Regression, Data Mining, Text Mining, Forecasting using R [UDEMY]

Creation Time	March 8, 2025, 12:49 a.m.
Last Access Time	Aug. 3, 2025, 2:15 a.m.
File Size	4.2 GB
Keywords	Mining Text Forecasting UDEMY R using Data Regression
Total Requests	6
Total Files	271
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15-forecasting-data-driven-approaches/164-forecasting-autocorrelation-model.mp4 82.1 MB
15-forecasting-data-driven-approaches/170-forecast-seasonal-indexescentered-moving-average-hands-on.mp4 63.1 MB
14-forecasting-model-based-approaches/161-forecasting-methods-additive-seasonality-with-trendmultiplicative-seasonality.mp4 62.4 MB
12-text-mining-using-r/141-corpus-level-word-cloud.mp4 59.4 MB
13-forecasting-using-xl-miner/147-forecasting-introduction-and-agenda-for-introduction.mp4 59.3 MB
14-forecasting-model-based-approaches/160-forecasting-methodsexponential-quadratic-and-additive-seasonality-models.mp4 59.2 MB
13-forecasting-using-xl-miner/155-exploratory-data-analysis-using-walmart-footfalls-example-part1.mp4 58.9 MB
13-forecasting-using-xl-miner/152-forecastingdata-exploration-visualization.mp4 49.1 MB
02-basic-statistics/017-data-visualization-using-rbarplothistogramskewness.mp4 49.0 MB
06-basics-of-rprogramming/063-r-programming-case-study-part-3.mp4 47.4 MB
01-introduction-to-data-science/003-big-data-and-getting-drenched-in-data.mp4 45.6 MB
07-predictive-analytics/084-understanding-logistic-regression-concepts.mp4 45.1 MB
12-text-mining-using-r/142-brief-case-study-on-real-project-part-1.mp4 44.8 MB
07-predictive-analytics/075-simple-linear-regression-using-r-part-1.mp4 44.1 MB
12-text-mining-using-r/143-brief-case-study-on-real-project-part-2.mp4 43.6 MB
14-forecasting-model-based-approaches/159-forecasting-methodslinear-model.mp4 42.5 MB
06-basics-of-rprogramming/067-case-study-on-data-visualization-using-r-part-1.mp4 42.2 MB
09-dimension-reduction/119-pca-preliminaries-and-weights.mp4 40.7 MB
07-predictive-analytics/085-logistic-regression-part-1.mp4 40.6 MB
06-basics-of-rprogramming/066-r-programming-case-study-using-inbuilt-datasets.mp4 40.3 MB
07-predictive-analytics/082-multiple-linear-regression-using-r-part-3.mp4 39.0 MB
07-predictive-analytics/094-logistic-regressionroc-case-studies-part-2.mp4 37.9 MB
13-forecasting-using-xl-miner/148-who-forecasts.mp4 37.2 MB
04-hypothesis-testing-parametric/051-tukey-pairwise-comparisons-part1.mp4 36.6 MB
15-forecasting-data-driven-approaches/168-forecast-data-driven-holts-and-winter-method.mp4 36.5 MB
07-predictive-analytics/086-logistic-regression-part-2.mp4 36.4 MB
06-basics-of-rprogramming/062-r-programming-case-study-part-2.mp4 35.9 MB
07-predictive-analytics/090-logistic-regression-part-5.mp4 35.6 MB
09-dimension-reduction/116-dimension-reduction-applications.mp4 35.6 MB
12-text-mining-using-r/144-twitter-data-extraction-using-r.mp4 34.6 MB
04-hypothesis-testing-parametric/037-2-sample-ttest-part1.mp4 34.5 MB
15-forecasting-data-driven-approaches/166-forecast-methods-based-on-smoothing.mp4 33.9 MB
02-basic-statistics/030-confidence-interval-tdistribution.mp4 33.5 MB
08-data-miningclustering-using-r/108-k-means-clustering-using-r-part-2.mp4 33.5 MB
06-basics-of-rprogramming/057-basic-programing-using-r-part-1.mp4 33.5 MB
06-basics-of-rprogramming/060-basic-programing-using-r-part-4.mp4 33.5 MB
07-predictive-analytics/089-logistic-regressionlogistic-function-representation.mp4 33.4 MB
07-predictive-analytics/083-recap-linear-regression.mp4 33.3 MB
13-forecasting-using-xl-miner/150-forecastingdata-collection-and-various-components.mp4 33.3 MB
04-hypothesis-testing-parametric/048-1-sample-t-test.mp4 32.3 MB
01-introduction-to-data-science/004-why-data-science......mp4 31.9 MB
02-basic-statistics/013-measures-of-dispersion-part2.mp4 31.4 MB
07-predictive-analytics/088-logistic-regression-part-4.mp4 31.3 MB
06-basics-of-rprogramming/059-basic-programing-using-r-part-3.mp4 31.3 MB
02-basic-statistics/021-normal-distributionpart-2-standarad-normal-distribution.mp4 31.0 MB
02-basic-statistics/011-measures-of-central-tendency.mp4 30.8 MB
07-predictive-analytics/080-multiple-linear-regression-using-r-part-1.mp4 30.7 MB
10-association-rules/131-association-ruleslift-calculation.mp4 30.7 MB
08-data-miningclustering-using-r/100-calculating-distance-for-mixed-data-with-case-study.mp4 30.6 MB
10-association-rules/129-association-rulesperformance-measures-and-support-calculation.mp4 30.5 MB
06-basics-of-rprogramming/064-r-programming-case-study-part-4.mp4 30.4 MB
13-forecasting-using-xl-miner/149-forecasting-strategydefining-goal.mp4 30.0 MB
15-forecasting-data-driven-approaches/171-forecasting-logistic-regression-using-xlminer.mp4 29.9 MB
15-forecasting-data-driven-approaches/167-forecast-methods-exponential-smoothing.mp4 29.7 MB
08-data-miningclustering-using-r/109-k-means-clustering-using-r-part-3.mp4 29.7 MB
04-hypothesis-testing-parametric/052-tukey-pairwise-comparisons-part2.mp4 29.6 MB
07-predictive-analytics/087-logistic-regression-part-3.mp4 29.4 MB
08-data-miningclustering-using-r/113-k-means-clustering-case-study.mp4 29.4 MB
09-dimension-reduction/121-pca-first-goal.mp4 29.1 MB
06-basics-of-rprogramming/071-recap-exploratory-data-analysis.mp4 28.8 MB
04-hypothesis-testing-parametric/047-1-sample-z-test-part2.mp4 28.8 MB
07-predictive-analytics/076-simple-linear-regression-using-r-part-2.mp4 28.3 MB
02-basic-statistics/023-calculating-probabilities-from-zdistribution.mp4 28.1 MB
07-predictive-analytics/078-simple-linear-regression-using-r-part-4.mp4 28.0 MB
11-recommendation-system/135-recommender-system-disadvantages.mp4 27.8 MB
10-association-rules/127-association-rules-part-2.mp4 27.7 MB
02-basic-statistics/028-confidence-interval-zdistribution-part2.mp4 27.7 MB
07-predictive-analytics/092-logistic-regressionroc.mp4 27.4 MB
08-data-miningclustering-using-r/107-k-means-clustering-using-r-part-1.mp4 27.1 MB
06-basics-of-rprogramming/058-basic-programing-using-r-part-2.mp4 27.0 MB
06-basics-of-rprogramming/070-case-study-on-data-visualization-using-r-part-4.mp4 26.3 MB
07-predictive-analytics/091-logistic-regression-confusion-matrix.mp4 26.3 MB
10-association-rules/130-association-rulesconfidance-calculation.mp4 26.0 MB
08-data-miningclustering-using-r/114-recap-data-mining-clustering.mp4 25.4 MB
04-hypothesis-testing-parametric/050-paired-t-test.mp4 25.2 MB
10-association-rules/132-association-rulesrules-selection-process-and-applications.mp4 25.2 MB
08-data-miningclustering-using-r/110-k-means-clustering-using-r-part-4.mp4 25.1 MB
07-predictive-analytics/093-logistic-regressionroc-case-studies-part-1.mp4 25.0 MB
06-basics-of-rprogramming/069-case-studay-on-data-visualization-using-r-part-3.mp4 24.6 MB
13-forecasting-using-xl-miner/151-forecasting-seasonal-trend-random-components.mp4 24.3 MB
07-predictive-analytics/079-multiple-linear-regression-introduction.mp4 24.2 MB
05-hypothesis-testingnon-parametric/054-mann-whitney-test.mp4 23.5 MB
02-basic-statistics/008-probability-distribution.mp4 23.4 MB
13-forecasting-using-xl-miner/157-evaluating-predictive-accuracy.mp4 23.4 MB
12-text-mining-using-r/145-amazon-data-extraction-using-r.mp4 23.2 MB
03-hypothesis-testing-introduction/034-hypothesis-testing-introduction.mp4 23.0 MB
04-hypothesis-testing-parametric/044-2-proportion-test.mp4 22.9 MB
11-recommendation-system/133-recommendation-system-introduction.mp4 22.8 MB
08-data-miningclustering-using-r/095-introduction-to-clustering.mp4 22.5 MB
08-data-miningclustering-using-r/105-hierarchical-clustering-using-r-part-2.mp4 22.5 MB
03-hypothesis-testing-introduction/035-hypothesis-testing-formulation.mp4 22.4 MB
11-recommendation-system/137-recap-dimension-reduction-and-association-rules.mp4 22.2 MB
05-hypothesis-testingnon-parametric/056-moods-median-test.mp4 22.2 MB
07-predictive-analytics/077-simple-linear-regression-using-r-part-3.mp4 22.2 MB
08-data-miningclustering-using-r/102-calculating-distance-between-clusters-with-case-study.mp4 22.1 MB
09-dimension-reduction/123-pca-third-goal-and-additional-benefits.mp4 21.9 MB
02-basic-statistics/019-recap-and-box-plot.mp4 21.8 MB
08-data-miningclustering-using-r/104-hierarchical-clustering-using-r-part-1.mp4 21.5 MB
02-basic-statistics/026-recap-confidence-interval.mp4 21.3 MB
02-basic-statistics/024-sampling-variation-samplesize-central-limit-theorm.mp4 21.0 MB
07-predictive-analytics/074-simple-linear-regression-introduction.mp4 20.9 MB
09-dimension-reduction/117-pca-key-benefits.mp4 20.8 MB
06-basics-of-rprogramming/065-stastical-packages-in-r.mp4 20.8 MB
07-predictive-analytics/081-multiple-linear-regression-using-r-part-2.mp4 20.4 MB
14-forecasting-model-based-approaches/163-recap-understanding-forecasting.mp4 20.4 MB
05-hypothesis-testingnon-parametric/055-paired-t-test-assumption.mp4 20.2 MB
08-data-miningclustering-using-r/096-types-of-data-mining-techniques.mp4 19.7 MB
12-text-mining-using-r/139-terminology-and-preprocessing-of-data.mp4 19.5 MB
11-recommendation-system/134-what-item-to-recommend.mp4 19.1 MB
04-hypothesis-testing-parametric/039-2-sample-ttest-part3.mp4 18.8 MB
02-basic-statistics/033-recap-basic-statistics.mp4 18.7 MB
09-dimension-reduction/118-pca-intuition.mp4 18.3 MB
02-basic-statistics/027-confidence-interval-zdistribution-part1.mp4 18.0 MB
04-hypothesis-testing-parametric/040-one-way-anova-part1.mp4 17.9 MB
06-basics-of-rprogramming/068-case-study-on-data-visualization-using-r-part-2.mp4 17.9 MB
02-basic-statistics/031-anova-part-1.mp4 17.9 MB
07-predictive-analytics/072-scatter-diagram.mp4 17.6 MB
04-hypothesis-testing-parametric/046-1-sample-z-test-part1.mp4 17.4 MB
15-forecasting-data-driven-approaches/169-forecast-data-drivenseasonal-indexes.mp4 17.4 MB
07-predictive-analytics/073-correlation-coefficient.mp4 17.1 MB
08-data-miningclustering-using-r/098-hierarchical-clustering-case-study.mp4 16.8 MB
05-hypothesis-testingnon-parametric/053-chi-square-test.mp4 16.8 MB
02-basic-statistics/009-recap-of-concepts-and-probability-applications.mp4 16.7 MB
02-basic-statistics/032-anova-part-2.mp4 16.6 MB
01-introduction-to-data-science/002-data-generation-and-information-age.mp4 16.5 MB
10-association-rules/128-association-rulescase-studay-and-terminology.mp4 16.2 MB
02-basic-statistics/005-data-types-and-preliminaries.mp4 16.1 MB
08-data-miningclustering-using-r/097-hierarchical-clustering-introduction.mp4 16.0 MB
02-basic-statistics/018-3rd-and-4th-moment-business-decision.mp4 15.8 MB
08-data-miningclustering-using-r/099-calculating-distance-for-categorical-data.mp4 15.7 MB
04-hypothesis-testing-parametric/038-2-sample-ttest-part2.mp4 15.7 MB
02-basic-statistics/022-standard-normal-distribution-part-2.mp4 15.1 MB
12-text-mining-using-r/140-dtm-and-tdm-format.mp4 14.9 MB
04-hypothesis-testing-parametric/049-1-sample-sign-test.mp4 14.5 MB
09-dimension-reduction/122-pca-second-goal.mp4 14.3 MB
02-basic-statistics/020-normal-distributionpart-1.mp4 14.3 MB
13-forecasting-using-xl-miner/156-exploratory-data-analysis-using-walmart-footfalls-example-part2.mp4 14.0 MB
12-text-mining-using-r/138-introductionimportance-and-bag-of-words-representation.mp4 13.7 MB
02-basic-statistics/012-measures-of-dispersion.mp4 13.6 MB
06-basics-of-rprogramming/061-r-programming-case-study-part-1.mp4 13.5 MB
13-forecasting-using-xl-miner/153-forecastingdata-visualization-principles.mp4 13.5 MB
02-basic-statistics/015-preliminaries-of-r-aad-r-studio.mp4 13.3 MB
09-dimension-reduction/120-standardize-variables-and-pca-calculation.mp4 12.9 MB
10-association-rules/124-association-rules-introduction.mp4 12.8 MB
10-association-rules/126-association-rules-part-1.mp4 12.6 MB
02-basic-statistics/025-normal-quantile-plot-qqplot.mp4 12.2 MB
14-forecasting-model-based-approaches/162-forecastingirregular-components..mp4 12.1 MB
13-forecasting-using-xl-miner/154-forecastingerror-measures.mp4 12.0 MB
02-basic-statistics/016-various-components-and-basics-of-r-studio.mp4 11.9 MB
08-data-miningclustering-using-r/101-calculating-distance-for-mixed-data-case-study-part-2.mp4 11.6 MB
08-data-miningclustering-using-r/103-hierarchical-clustering-synopsis.mp4 10.7 MB
04-hypothesis-testing-parametric/045-recap-hypothesis-testing.mp4 10.6 MB
15-forecasting-data-driven-approaches/165-forecastingmodel-based-approach-vs-data-driven-approach.mp4 10.6 MB
02-basic-statistics/006-random-variable.mp4 10.2 MB
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02-basic-statistics/010-sampling-funnel.mp4 8.6 MB
03-hypothesis-testing-introduction/036-hypothesis-testing-various-types-of-tests.mp4 8.5 MB
13-forecasting-using-xl-miner/158-forecasting-different-methods.mp4 7.9 MB
08-data-miningclustering-using-r/106-k-means-clustering-introduction.mp4 7.7 MB
04-hypothesis-testing-parametric/042-one-way-anova-part3.mp4 7.5 MB
10-association-rules/125-market-basket-analysis.mp4 7.5 MB
12-text-mining-using-r/146-recap-text-mining.mp4 7.3 MB
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01-introduction-to-data-science/attached_files/001-introduction/Datasets_BA 2/Sample Super Store.xlsx 1.2 MB
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12-text-mining-using-r/attached_files/144-twitter-data-extraction-using-r/Sample-Extracted-Tweets/Tweets.csv 11.3 KB
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