Applied Statistics for Data Analytics

0dayddl · 28 März 2025

1.55 GB | 00:04:44 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :

01 welcome-to-this-course.mp4 (41.75 MB)
02 generative-ai-in-this-course.mp4 (5.78 MB)
03 module-1-introduction.mp4 (8.78 MB)
01 populations-and-sampling.mp4 (28.56 MB)
02 identifying-the-population.mp4 (13.27 MB)
03 probabilistic-samples.mp4 (20.66 MB)
04 non-probabilistic-samples.mp4 (15.49 MB)
05 types-of-bias.mp4 (23.46 MB)
01 histograms.mp4 (18.37 MB)
02 demo-plotting-distributions.mp4 (22.82 MB)
03 central-tendency-variability-and-skewness.mp4 (9.81 MB)
04 central-tendency-mean-and-mode.mp4 (13.41 MB)
05 central-tendency-median.mp4 (11.46 MB)
06 demo-central-tendency.mp4 (24 MB)
01 variability-range-and-interquartile-range.mp4 (19.96 MB)
02 variability-variance-and-standard-deviation.mp4 (17.28 MB)
03 skewness.mp4 (12.45 MB)
04 why-use-these-measures.mp4 (9.04 MB)
05 demo-variability-and-skewness.mp4 (16.51 MB)
06 box-plots.mp4 (14.36 MB)
07 demo-llms-for-spreadsheet-formulas-errors.mp4 (41.45 MB)
01 correlation.mp4 (18.77 MB)
02 correlation-and-causation.mp4 (10.79 MB)
03 demo-correlations-scatterplots-in-spreadsheets.mp4 (32.66 MB)
01 what-is-segmentation.mp4 (13.14 MB)
02 demo-xlookup.mp4 (30.25 MB)
03 demo-pivot-tables.mp4 (33.15 MB)
01 module-2-introduction.mp4 (7.71 MB)
01 randomness-and-uncertainty.mp4 (14.67 MB)
02 probability-and-the-addition-rule.mp4 (16.1 MB)
03 the-multiplication-and-complement-rules.mp4 (20.83 MB)
04 conditional-probability.mp4 (14.48 MB)
05 independence.mp4 (16.88 MB)
06 random-variables.mp4 (19.23 MB)
01 estimation.mp4 (17.55 MB)
02 from-sample-distributions-to-population-distribution.mp4 (21.18 MB)
03 the-bernoulli-distribution.mp4 (18.44 MB)
04 the-binomial-distribution.mp4 (23.44 MB)
05 the-cumulative-distribution-function.mp4 (13.61 MB)
06 random-sampling-discrete.mp4 (17.36 MB)
07 demo-spreadsheet-simulation-discrete.mp4 (28.43 MB)
08 demo-llm-simulation-discrete.mp4 (15.73 MB)
01 continuous-probability-distributions.mp4 (19.68 MB)
02 the-normal-distribution.mp4 (24.55 MB)
03 the-standard-normal-distribution.mp4 (20.82 MB)
05 random-sampling-normal.mp4 (10.3 MB)
06 demo-spreadsheet-simulation-normal.mp4 (20 MB)
07 demo-llm-simulation-normal.mp4 (26.53 MB)
08 making-decisions-with-distributions.mp4 (25.29 MB)
01 module-3-introduction.mp4 (7.65 MB)
01 inferential-statistics.mp4 (19.98 MB)
02 point-interval-estimates.mp4 (15.65 MB)
03 sampling-distributions-the-central-limit-theorem.mp4 (25.25 MB)
01 demo-confidence-intervals-in-action.mp4 (9.86 MB)
02 confidence-intervals.mp4 (20.29 MB)
03 mechanisms-of-confidence-intervals.mp4 (22.06 MB)
04 understanding-margin-of-error.mp4 (27.07 MB)
05 demo-confidence-intervals-for-means.mp4 (16.81 MB)
01 confidence-intervals-for-proportions.mp4 (17.08 MB)
02 demo-confidence-intervals-for-proportions.mp4 (16 MB)
01 interpretation-with-llms.mp4 (25.27 MB)
02 simulating-random-sampling-with-llms.mp4 (27.64 MB)
03 inference-and-visualization-with-llms.mp4 (20.73 MB)
01 module-4-introduction.mp4 (9.23 MB)
01 demo-hypothesis-testing-in-action.mp4 (27.84 MB)
02 hypothesis-testing-means.mp4 (25.38 MB)
03 the-hypothesis.mp4 (14.92 MB)
04 identifying-the-hypothesis-and-test-type.mp4 (16.23 MB)
05 calculating-the-test-statistic.mp4 (12.29 MB)
06 determining-the-significance-level-and-rejection-region.mp4 (24.52 MB)
07 calculating-the-p-value.mp4 (18.28 MB)
08 demo-hypothesis-testing-for-means.mp4 (34.9 MB)
09 hypothesis-testing-errors.mp4 (21.48 MB)
10 the-t-distribution.mp4 (26.19 MB)
01 hypothesis-testing-for-proportions.mp4 (22.7 MB)
02 demo-hypothesis-testing-for-proportions.mp4 (17.76 MB)
03 two-sample-tests.mp4 (25.88 MB)
04 other-hypothesis-tests.mp4 (18.28 MB)
01 interpretation-with-llms.mp4 (32.97 MB)
02 inference-with-llms.mp4 (39.4 MB)
01 your-next-steps.mp4 (20.21 MB)

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