FreeTutorials Us data science using | B5E97B9CEB2D3E4314F5B845E42C396C60074471

FreeTutorials Us data science using

Name	[FreeTutorials.Us] data-science-using-r	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.5 GB
Total Files	214
Hash	B5E97B9CEB2D3E4314F5B845E42C396C60074471

/attached_files/001-introduction/
Datasets-BA-3.zip	1.9 MB
/.../034-hypothesis-testing-introduction/
HT-files-ppt.zip	508.7 KB
/.../057-basic-programing-using-r-part-1/
Basic-R-code.zip	1.6 KB
fraudData.zip	0.3 KB
mba.zip	3.1 KB
/.../061-r-programming-case-study-part-1/
R-Code-CaseStudy1.zip	1.6 KB
victims.zip	0.2 KB
/.../063-r-programming-case-study-part-3/
R-code-2.zip	0.8 KB
/.../064-r-programming-case-study-part-4/
R-code-2.zip	0.8 KB
/.../065-stastical-packages-in-r/
R-code-3.zip	0.5 KB
/.../066-r-programming-case-study-using-inbuilt-datasets/
R-code-4.zip	0.6 KB
/.../070-case-study-on-data-visualization-using-r-part-4/
R-code-5.zip	1.3 KB
/.../072-scatter-diagram/
R-Codes-for-Regression.zip	3.5 KB
/.../075-simple-linear-regression-using-r-part-1/
SimpleLinearRegression-RCode.zip	0.6 KB
Waist-At-data.zip	0.6 KB
/.../079-multiple-linear-regression-introduction/
Cars-data.zip	1.5 KB
MultipleLinearRegression-RCode.zip	1.5 KB
/.../084-understanding-logistic-regression-concepts/
Claimants-data.zip	9.6 KB
Logistic-RCode.zip	0.5 KB
/.../095-introduction-to-clustering/
Clustering-R-codes.zip	1.5 KB
/.../104-hierarchical-clustering-using-r-part-1/
Hierarchial-RCode.zip	0.6 KB
University-Clustering-data.zip	9.3 KB
/.../143-brief-case-study-on-real-project-part-2/
Extracted-Iphone-reviews-from-Amazon.zip	5.1 KB
negative-words.zip	16.0 KB
positive-words.zip	7.6 KB
Sentimental-Analysis-RCode.zip	4.3 KB
/.../144-twitter-data-extraction-using-r/
Sample-Extracted-Tweets.zip	3.1 KB
Twitter-Rcode.zip	0.8 KB
/.../145-amazon-data-extraction-using-r/
Extracted-Iphone-reviews-from-Amazon.zip	5.1 KB
Extracting-reviews-from-Amazon-Rcode.zip	1.0 KB
/.../147-forecasting-introduction-and-agenda-for-introduction/
AmtrakPassengersMonthlyRaw.xls	36.4 KB
/quizzes/
001-quiz2.html	15.5 KB
/quizzes/
002-quiz-3.html	9.7 KB
/quizzes/
003-quiz-4.html	2.2 KB
/quizzes/
004-quiz-5.html	11.5 KB
/quizzes/
005-quiz-6.html	16.6 KB
/quizzes/
006-quiz7.html	9.4 KB
/quizzes/
007-quiz8.html	9.5 KB
/quizzes/
008-quiz9.html	4.8 KB
/quizzes/
009-quiz10.html	7.2 KB
/quizzes/
010-quiz11.html	12.7 KB
/01-introduction-to-data-science/
001-introduction.mp4	9.4 MB
002-data-generation-and-information-age.mp4	17.3 MB
003-big-data-and-getting-drenched-in-data.mp4	47.8 MB
004-why-data-science......mp4	33.5 MB
/02-basic-statistics/
005-data-types-and-preliminaries.mp4	16.8 MB
006-random-variable.mp4	10.7 MB
007-what-is-probability....mp4	7.6 MB
008-probability-distribution.mp4	24.5 MB
009-recap-of-concepts-and-probability-applications.mp4	17.5 MB
010-sampling-funnel.mp4	9.0 MB
011-measures-of-central-tendency.mp4	32.2 MB
012-measures-of-dispersion.mp4	14.3 MB
013-measures-of-dispersion-part2.mp4	32.9 MB
014-excpected-value-and-variance-for-discrete-data.mp4	7.1 MB
015-preliminaries-of-r-aad-r-studio.mp4	14.0 MB
016-various-components-and-basics-of-r-studio.mp4	12.5 MB
017-data-visualization-using-rbarplothistogramskewness.mp4	51.3 MB
018-3rd-and-4th-moment-business-decision.mp4	16.6 MB
019-recap-and-box-plot.mp4	22.9 MB
020-normal-distributionpart-1.mp4	15.0 MB
021-normal-distributionpart-2-standarad-normal-distribution.mp4	32.5 MB
022-standard-normal-distribution-part-2.mp4	15.9 MB
023-calculating-probabilities-from-zdistribution.mp4	29.5 MB
024-sampling-variation-samplesize-central-limit-theorm.mp4	22.0 MB
025-normal-quantile-plot-qqplot.mp4	12.8 MB
026-recap-confidence-interval.mp4	22.4 MB
027-confidence-interval-zdistribution-part1.mp4	18.9 MB
028-confidence-interval-zdistribution-part2.mp4	29.0 MB
029-confidence-interval-interpretation.mp4	6.4 MB
030-confidence-interval-tdistribution.mp4	35.2 MB
031-anova-part-1.mp4	18.7 MB
032-anova-part-2.mp4	17.4 MB
033-recap-basic-statistics.mp4	19.6 MB
/03-hypothesis-testing-introduction/
034-hypothesis-testing-introduction.mp4	24.1 MB
035-hypothesis-testing-formulation.mp4	23.5 MB
036-hypothesis-testing-various-types-of-tests.mp4	8.9 MB
/04-hypothesis-testing-parametric/
037-2-sample-ttest-part1.mp4	36.2 MB
038-2-sample-ttest-part2.mp4	16.5 MB
039-2-sample-ttest-part3.mp4	19.7 MB
040-one-way-anova-part1.mp4	18.8 MB
041-one-way-anova-part2.mp4	10.6 MB
042-one-way-anova-part3.mp4	7.9 MB
043-anova12-multiple-way.mp4	6.9 MB
044-2-proportion-test.mp4	24.1 MB
045-recap-hypothesis-testing.mp4	11.1 MB
046-1-sample-z-test-part1.mp4	18.3 MB
047-1-sample-z-test-part2.mp4	30.2 MB
048-1-sample-t-test.mp4	33.9 MB
049-1-sample-sign-test.mp4	15.2 MB
050-paired-t-test.mp4	26.5 MB
051-tukey-pairwise-comparisons-part1.mp4	38.4 MB
052-tukey-pairwise-comparisons-part2.mp4	31.1 MB
/05-hypothesis-testingnon-parametric/
053-chi-square-test.mp4	17.6 MB
054-mann-whitney-test.mp4	24.7 MB
055-paired-t-test-assumption.mp4	21.2 MB
056-moods-median-test.mp4	23.3 MB
/06-basics-of-rprogramming/
057-basic-programing-using-r-part-1.mp4	35.1 MB
058-basic-programing-using-r-part-2.mp4	28.3 MB
059-basic-programing-using-r-part-3.mp4	32.8 MB
060-basic-programing-using-r-part-4.mp4	35.1 MB
061-r-programming-case-study-part-1.mp4	14.1 MB
062-r-programming-case-study-part-2.mp4	37.7 MB
063-r-programming-case-study-part-3.mp4	49.7 MB
064-r-programming-case-study-part-4.mp4	31.9 MB
065-stastical-packages-in-r.mp4	21.8 MB
066-r-programming-case-study-using-inbuilt-datasets.mp4	42.3 MB
067-case-study-on-data-visualization-using-r-part-1.mp4	44.3 MB
068-case-study-on-data-visualization-using-r-part-2.mp4	18.7 MB
069-case-studay-on-data-visualization-using-r-part-3.mp4	25.8 MB
070-case-study-on-data-visualization-using-r-part-4.mp4	27.6 MB
071-recap-exploratory-data-analysis.mp4	30.2 MB
/07-predictive-analytics/
072-scatter-diagram.mp4	18.5 MB
073-correlation-coefficient.mp4	18.0 MB
074-simple-linear-regression-introduction.mp4	22.0 MB
075-simple-linear-regression-using-r-part-1.mp4	46.3 MB
076-simple-linear-regression-using-r-part-2.mp4	29.7 MB
077-simple-linear-regression-using-r-part-3.mp4	23.3 MB
078-simple-linear-regression-using-r-part-4.mp4	29.3 MB
079-multiple-linear-regression-introduction.mp4	25.4 MB
080-multiple-linear-regression-using-r-part-1.mp4	32.2 MB
081-multiple-linear-regression-using-r-part-2.mp4	21.4 MB
082-multiple-linear-regression-using-r-part-3.mp4	40.9 MB
083-recap-linear-regression.mp4	34.9 MB
084-understanding-logistic-regression-concepts.mp4	47.3 MB
085-logistic-regression-part-1.mp4	42.6 MB
086-logistic-regression-part-2.mp4	38.2 MB
087-logistic-regression-part-3.mp4	30.8 MB
088-logistic-regression-part-4.mp4	32.8 MB
089-logistic-regressionlogistic-function-representation.mp4	35.0 MB
090-logistic-regression-part-5.mp4	37.3 MB
091-logistic-regression-confusion-matrix.mp4	27.6 MB
092-logistic-regressionroc.mp4	28.7 MB
093-logistic-regressionroc-case-studies-part-1.mp4	26.2 MB
094-logistic-regressionroc-case-studies-part-2.mp4	39.7 MB
/08-data-miningclustering-using-r/
095-introduction-to-clustering.mp4	23.6 MB
096-types-of-data-mining-techniques.mp4	20.6 MB
097-hierarchical-clustering-introduction.mp4	16.7 MB
098-hierarchical-clustering-case-study.mp4	17.7 MB
099-calculating-distance-for-categorical-data.mp4	16.5 MB
100-calculating-distance-for-mixed-data-with-case-study.mp4	32.1 MB
101-calculating-distance-for-mixed-data-case-study-part-2.mp4	12.1 MB
102-calculating-distance-between-clusters-with-case-study.mp4	23.2 MB
103-hierarchical-clustering-synopsis.mp4	11.2 MB
104-hierarchical-clustering-using-r-part-1.mp4	22.6 MB
105-hierarchical-clustering-using-r-part-2.mp4	23.6 MB
106-k-means-clustering-introduction.mp4	8.0 MB
107-k-means-clustering-using-r-part-1.mp4	28.5 MB
108-k-means-clustering-using-r-part-2.mp4	35.1 MB
109-k-means-clustering-using-r-part-3.mp4	31.1 MB
110-k-means-clustering-using-r-part-4.mp4	26.3 MB
111-summary-of-k-means-clustering.mp4	6.5 MB
112-difference-between-k-means-and-hierarchical.mp4	6.8 MB
113-k-means-clustering-case-study.mp4	30.8 MB
114-recap-data-mining-clustering.mp4	26.7 MB
/09-dimension-reduction/
115-dimension-reduction-introduction.mp4	7.0 MB
116-dimension-reduction-applications.mp4	37.3 MB
117-pca-key-benefits.mp4	21.8 MB
118-pca-intuition.mp4	19.2 MB
119-pca-preliminaries-and-weights.mp4	42.7 MB
120-standardize-variables-and-pca-calculation.mp4	13.6 MB
121-pca-first-goal.mp4	30.5 MB
122-pca-second-goal.mp4	15.0 MB
123-pca-third-goal-and-additional-benefits.mp4	23.0 MB
/10-association-rules/
124-association-rules-introduction.mp4	13.4 MB
125-market-basket-analysis.mp4	7.8 MB
126-association-rules-part-1.mp4	13.2 MB
127-association-rules-part-2.mp4	29.1 MB
128-association-rulescase-studay-and-terminology.mp4	17.0 MB
129-association-rulesperformance-measures-and-support-calculation.mp4	32.0 MB
130-association-rulesconfidance-calculation.mp4	27.3 MB
131-association-ruleslift-calculation.mp4	32.2 MB
132-association-rulesrules-selection-process-and-applications.mp4	26.4 MB
/11-recommendation-system/
133-recommendation-system-introduction.mp4	23.9 MB
134-what-item-to-recommend.mp4	20.0 MB
135-recommender-system-disadvantages.mp4	29.2 MB
136-recommendation-reduction-process.mp4	5.6 MB
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
139-terminology-and-preprocessing-of-data.mp4	20.5 MB
140-dtm-and-tdm-format.mp4	15.6 MB
141-corpus-level-word-cloud.mp4	62.3 MB
142-brief-case-study-on-real-project-part-1.mp4	47.0 MB
143-brief-case-study-on-real-project-part-2.mp4	45.7 MB
144-twitter-data-extraction-using-r.mp4	36.3 MB
145-amazon-data-extraction-using-r.mp4	24.3 MB
146-recap-text-mining.mp4	7.7 MB
/13-forecasting-using-xl-miner/
147-forecasting-introduction-and-agenda-for-introduction.mp4	62.2 MB
148-who-forecasts.mp4	39.1 MB
149-forecasting-strategydefining-goal.mp4	31.5 MB
150-forecastingdata-collection-and-various-components.mp4	34.9 MB
151-forecasting-seasonal-trend-random-components.mp4	25.5 MB
152-forecastingdata-exploration-visualization.mp4	51.5 MB
153-forecastingdata-visualization-principles.mp4	14.1 MB
154-forecastingerror-measures.mp4	12.5 MB
155-exploratory-data-analysis-using-walmart-footfalls-example-part1.mp4	61.7 MB
156-exploratory-data-analysis-using-walmart-footfalls-example-part2.mp4	14.7 MB
157-evaluating-predictive-accuracy.mp4	24.5 MB
158-forecasting-different-methods.mp4	8.3 MB
/14-forecasting-model-based-approaches/
159-forecasting-methodslinear-model.mp4	44.6 MB
160-forecasting-methodsexponential-quadratic-and-additive-seasonality-models.mp4	62.1 MB
161-forecasting-methods-additive-seasonality-with-trendmultiplicative-seasonality.mp4	65.4 MB
162-forecastingirregular-components..mp4	12.7 MB
163-recap-understanding-forecasting.mp4	21.4 MB
/15-forecasting-data-driven-approaches/
164-forecasting-autocorrelation-model.mp4	86.1 MB
165-forecastingmodel-based-approach-vs-data-driven-approach.mp4	11.1 MB
166-forecast-methods-based-on-smoothing.mp4	35.6 MB
167-forecast-methods-exponential-smoothing.mp4	31.1 MB
168-forecast-data-driven-holts-and-winter-method.mp4	38.3 MB
169-forecast-data-drivenseasonal-indexes.mp4	18.3 MB
170-forecast-seasonal-indexescentered-moving-average-hands-on.mp4	66.2 MB
171-forecasting-logistic-regression-using-xlminer.mp4	31.4 MB
/
[FreeTutorials.Us].txt	0.1 KB
Freetutorials.Us.url	0.1 KB
Total files 214