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Regression, Data Mining, Text Mining, Forecasting using R [UDEMY]
- Date: 2022-07-12
- Size: 4.2 GB
- Files: 271
File Name
Size
15-forecasting-data-driven-approaches/164-forecasting-autocorrelation-model.mp4
82 MB
15-forecasting-data-driven-approaches/170-forecast-seasonal-indexescentered-moving-average-hands-on.mp4
63 MB
14-forecasting-model-based-approaches/161-forecasting-methods-additive-seasonality-with-trendmultiplicative-seasonality.mp4
62 MB
12-text-mining-using-r/141-corpus-level-word-cloud.mp4
59 MB
13-forecasting-using-xl-miner/147-forecasting-introduction-and-agenda-for-introduction.mp4
59 MB
14-forecasting-model-based-approaches/160-forecasting-methodsexponential-quadratic-and-additive-seasonality-models.mp4
59 MB
13-forecasting-using-xl-miner/155-exploratory-data-analysis-using-walmart-footfalls-example-part1.mp4
59 MB
13-forecasting-using-xl-miner/152-forecastingdata-exploration-visualization.mp4
49 MB
02-basic-statistics/017-data-visualization-using-rbarplothistogramskewness.mp4
49 MB
06-basics-of-rprogramming/063-r-programming-case-study-part-3.mp4
47 MB
01-introduction-to-data-science/003-big-data-and-getting-drenched-in-data.mp4
46 MB
07-predictive-analytics/084-understanding-logistic-regression-concepts.mp4
45 MB
12-text-mining-using-r/142-brief-case-study-on-real-project-part-1.mp4
45 MB
07-predictive-analytics/075-simple-linear-regression-using-r-part-1.mp4
44 MB
12-text-mining-using-r/143-brief-case-study-on-real-project-part-2.mp4
44 MB
14-forecasting-model-based-approaches/159-forecasting-methodslinear-model.mp4
42 MB
06-basics-of-rprogramming/067-case-study-on-data-visualization-using-r-part-1.mp4
42 MB
09-dimension-reduction/119-pca-preliminaries-and-weights.mp4
41 MB
07-predictive-analytics/085-logistic-regression-part-1.mp4
41 MB
06-basics-of-rprogramming/066-r-programming-case-study-using-inbuilt-datasets.mp4
40 MB
07-predictive-analytics/082-multiple-linear-regression-using-r-part-3.mp4
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07-predictive-analytics/094-logistic-regressionroc-case-studies-part-2.mp4
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13-forecasting-using-xl-miner/148-who-forecasts.mp4
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04-hypothesis-testing-parametric/051-tukey-pairwise-comparisons-part1.mp4
37 MB
15-forecasting-data-driven-approaches/168-forecast-data-driven-holts-and-winter-method.mp4
36 MB
07-predictive-analytics/086-logistic-regression-part-2.mp4
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06-basics-of-rprogramming/062-r-programming-case-study-part-2.mp4
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07-predictive-analytics/090-logistic-regression-part-5.mp4
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09-dimension-reduction/116-dimension-reduction-applications.mp4
36 MB
12-text-mining-using-r/144-twitter-data-extraction-using-r.mp4
35 MB
04-hypothesis-testing-parametric/037-2-sample-ttest-part1.mp4
34 MB
15-forecasting-data-driven-approaches/166-forecast-methods-based-on-smoothing.mp4
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02-basic-statistics/030-confidence-interval-tdistribution.mp4
34 MB
08-data-miningclustering-using-r/108-k-means-clustering-using-r-part-2.mp4
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06-basics-of-rprogramming/057-basic-programing-using-r-part-1.mp4
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06-basics-of-rprogramming/060-basic-programing-using-r-part-4.mp4
34 MB
07-predictive-analytics/089-logistic-regressionlogistic-function-representation.mp4
33 MB
07-predictive-analytics/083-recap-linear-regression.mp4
33 MB
13-forecasting-using-xl-miner/150-forecastingdata-collection-and-various-components.mp4
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32 MB
01-introduction-to-data-science/004-why-data-science......mp4
32 MB
02-basic-statistics/013-measures-of-dispersion-part2.mp4
31 MB
07-predictive-analytics/088-logistic-regression-part-4.mp4
31 MB
06-basics-of-rprogramming/059-basic-programing-using-r-part-3.mp4
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02-basic-statistics/021-normal-distributionpart-2-standarad-normal-distribution.mp4
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02-basic-statistics/011-measures-of-central-tendency.mp4
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07-predictive-analytics/080-multiple-linear-regression-using-r-part-1.mp4
31 MB
10-association-rules/131-association-ruleslift-calculation.mp4
31 MB
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31 MB
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30 MB
06-basics-of-rprogramming/064-r-programming-case-study-part-4.mp4
30 MB
13-forecasting-using-xl-miner/149-forecasting-strategydefining-goal.mp4
30 MB
15-forecasting-data-driven-approaches/171-forecasting-logistic-regression-using-xlminer.mp4
30 MB
15-forecasting-data-driven-approaches/167-forecast-methods-exponential-smoothing.mp4
30 MB
08-data-miningclustering-using-r/109-k-means-clustering-using-r-part-3.mp4
30 MB
04-hypothesis-testing-parametric/052-tukey-pairwise-comparisons-part2.mp4
30 MB
07-predictive-analytics/087-logistic-regression-part-3.mp4
29 MB
08-data-miningclustering-using-r/113-k-means-clustering-case-study.mp4
29 MB
09-dimension-reduction/121-pca-first-goal.mp4
29 MB
06-basics-of-rprogramming/071-recap-exploratory-data-analysis.mp4
29 MB
04-hypothesis-testing-parametric/047-1-sample-z-test-part2.mp4
29 MB
07-predictive-analytics/076-simple-linear-regression-using-r-part-2.mp4
28 MB
02-basic-statistics/023-calculating-probabilities-from-zdistribution.mp4
28 MB
07-predictive-analytics/078-simple-linear-regression-using-r-part-4.mp4
28 MB
11-recommendation-system/135-recommender-system-disadvantages.mp4
28 MB
10-association-rules/127-association-rules-part-2.mp4
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28 MB
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27 MB
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27 MB
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07-predictive-analytics/091-logistic-regression-confusion-matrix.mp4
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26 MB
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25 MB
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25 MB
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25 MB
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25 MB
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25 MB
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24 MB
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24 MB
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24 MB
02-basic-statistics/008-probability-distribution.mp4
23 MB
13-forecasting-using-xl-miner/157-evaluating-predictive-accuracy.mp4
23 MB
12-text-mining-using-r/145-amazon-data-extraction-using-r.mp4
23 MB
03-hypothesis-testing-introduction/034-hypothesis-testing-introduction.mp4
23 MB
04-hypothesis-testing-parametric/044-2-proportion-test.mp4
23 MB
11-recommendation-system/133-recommendation-system-introduction.mp4
23 MB
08-data-miningclustering-using-r/095-introduction-to-clustering.mp4
22 MB
08-data-miningclustering-using-r/105-hierarchical-clustering-using-r-part-2.mp4
22 MB
03-hypothesis-testing-introduction/035-hypothesis-testing-formulation.mp4
22 MB
11-recommendation-system/137-recap-dimension-reduction-and-association-rules.mp4
22 MB
05-hypothesis-testingnon-parametric/056-moods-median-test.mp4
22 MB
07-predictive-analytics/077-simple-linear-regression-using-r-part-3.mp4
22 MB
08-data-miningclustering-using-r/102-calculating-distance-between-clusters-with-case-study.mp4
22 MB
09-dimension-reduction/123-pca-third-goal-and-additional-benefits.mp4
22 MB
02-basic-statistics/019-recap-and-box-plot.mp4
22 MB
08-data-miningclustering-using-r/104-hierarchical-clustering-using-r-part-1.mp4
22 MB
02-basic-statistics/026-recap-confidence-interval.mp4
21 MB
02-basic-statistics/024-sampling-variation-samplesize-central-limit-theorm.mp4
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07-predictive-analytics/074-simple-linear-regression-introduction.mp4
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09-dimension-reduction/117-pca-key-benefits.mp4
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06-basics-of-rprogramming/065-stastical-packages-in-r.mp4
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07-predictive-analytics/081-multiple-linear-regression-using-r-part-2.mp4
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14-forecasting-model-based-approaches/163-recap-understanding-forecasting.mp4
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05-hypothesis-testingnon-parametric/055-paired-t-test-assumption.mp4
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08-data-miningclustering-using-r/096-types-of-data-mining-techniques.mp4
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12-text-mining-using-r/139-terminology-and-preprocessing-of-data.mp4
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11-recommendation-system/134-what-item-to-recommend.mp4
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04-hypothesis-testing-parametric/039-2-sample-ttest-part3.mp4
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09-dimension-reduction/118-pca-intuition.mp4
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02-basic-statistics/027-confidence-interval-zdistribution-part1.mp4
18 MB
04-hypothesis-testing-parametric/040-one-way-anova-part1.mp4
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06-basics-of-rprogramming/068-case-study-on-data-visualization-using-r-part-2.mp4
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02-basic-statistics/031-anova-part-1.mp4
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07-predictive-analytics/072-scatter-diagram.mp4
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04-hypothesis-testing-parametric/046-1-sample-z-test-part1.mp4
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15-forecasting-data-driven-approaches/169-forecast-data-drivenseasonal-indexes.mp4
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07-predictive-analytics/073-correlation-coefficient.mp4
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08-data-miningclustering-using-r/098-hierarchical-clustering-case-study.mp4
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05-hypothesis-testingnon-parametric/053-chi-square-test.mp4
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02-basic-statistics/009-recap-of-concepts-and-probability-applications.mp4
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02-basic-statistics/032-anova-part-2.mp4
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01-introduction-to-data-science/002-data-generation-and-information-age.mp4
16 MB
10-association-rules/128-association-rulescase-studay-and-terminology.mp4
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02-basic-statistics/005-data-types-and-preliminaries.mp4
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08-data-miningclustering-using-r/097-hierarchical-clustering-introduction.mp4
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08-data-miningclustering-using-r/099-calculating-distance-for-categorical-data.mp4
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04-hypothesis-testing-parametric/038-2-sample-ttest-part2.mp4
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02-basic-statistics/022-standard-normal-distribution-part-2.mp4
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12-text-mining-using-r/140-dtm-and-tdm-format.mp4
15 MB
04-hypothesis-testing-parametric/049-1-sample-sign-test.mp4
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09-dimension-reduction/122-pca-second-goal.mp4
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02-basic-statistics/020-normal-distributionpart-1.mp4
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13-forecasting-using-xl-miner/156-exploratory-data-analysis-using-walmart-footfalls-example-part2.mp4
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12-text-mining-using-r/138-introductionimportance-and-bag-of-words-representation.mp4
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02-basic-statistics/012-measures-of-dispersion.mp4
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06-basics-of-rprogramming/061-r-programming-case-study-part-1.mp4
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13-forecasting-using-xl-miner/153-forecastingdata-visualization-principles.mp4
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09-dimension-reduction/120-standardize-variables-and-pca-calculation.mp4
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14-forecasting-model-based-approaches/162-forecastingirregular-components..mp4
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08-data-miningclustering-using-r/103-hierarchical-clustering-synopsis.mp4
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