| statsml_x/16 Clustering and dimension-reduction/193 Code dbscan.mp4 | 246.89 MB |
| statsml_x/06 Descriptive statistics/039 Code data from different distributions.mp4 | 205.94 MB |
| statsml_x/06 Descriptive statistics/047 Code Computing dispersion.mp4 | 192.69 MB |
| statsml_x/08 Probability theory/092 Code sampling variability.mp4 | 180.04 MB |
| statsml_x/12 Correlation/140 Code correlation matrix.mp4 | 179.74 MB |
| statsml_x/12 Correlation/137 Code correlation coefficient.mp4 | 179.05 MB |
| statsml_x/10 The t-test family/126 Code permutation testing.mp4 | 177.02 MB |
| statsml_x/16 Clustering and dimension-reduction/189 Code k-means clustering.mp4 | 166.47 MB |
| statsml_x/07 Data normalizations and outliers/070 Code z-score for outlier removal.mp4 | 162.11 MB |
| statsml_x/10 The t-test family/119 Code Two-samples t-test.mp4 | 146.64 MB |
| statsml_x/14 Regression/175 Code Multiple regression.mp4 | 146.14 MB |
| statsml_x/08 Probability theory/098 Code Law of Large Numbers in action.mp4 | 141.13 MB |
| statsml_x/10 The t-test family/122 Code Signed-rank test.mp4 | 138.23 MB |
| statsml_x/12 Correlation/155 Code Cosine similarity vs. Pearson correlation.mp4 | 137.52 MB |
| statsml_x/04 What are (is) data/016 Where do data come from and what do they mean.mp4 | 135.38 MB |
| statsml_x/10 The t-test family/116 Code One-sample t-test.mp4 | 134.11 MB |
| statsml_x/08 Probability theory/095 Code conditional probabilities.mp4 | 132.91 MB |
| statsml_x/06 Descriptive statistics/059 Code entropy.mp4 | 129.04 MB |
| statsml_x/11 Confidence intervals on parameters/130 Code compute confidence intervals by formula.mp4 | 126.97 MB |
| statsml_x/12 Correlation/144 Code partial correlation.mp4 | 126.3 MB |
| statsml_x/12 Correlation/152 Code Kendall correlation.mp4 | 125.28 MB |
| statsml_x/13 Analysis of Variance (ANOVA)/157 ANOVA intro part 2.mp4 | 124.33 MB |
| statsml_x/16 Clustering and dimension-reduction/198 Code PCA.mp4 | 118.28 MB |
| statsml_x/13 Analysis of Variance (ANOVA)/163 Code One-way ANOVA (independent samples).mp4 | 117.62 MB |
| statsml_x/05 Visualizing data/023 Code bar plots.mp4 | 117.53 MB |
| statsml_x/11 Confidence intervals on parameters/132 Code bootstrapping confidence intervals.mp4 | 115.75 MB |
| statsml_x/05 Visualizing data/028 Code histograms.mp4 | 114.37 MB |
| statsml_x/08 Probability theory/089 Creating sample estimate distributions.mp4 | 113.52 MB |
| statsml_x/06 Descriptive statistics/049 Code IQR.mp4 | 111.55 MB |
| statsml_x/08 Probability theory/100 Code the CLT in action.mp4 | 111.12 MB |
| statsml_x/14 Regression/177 Code polynomial modeling.mp4 | 108.73 MB |
| statsml_x/06 Descriptive statistics/051 Code QQ plots.mp4 | 107.77 MB |
| statsml_x/14 Regression/167 Introduction to GLM regression.mp4 | 105.94 MB |
| statsml_x/13 Analysis of Variance (ANOVA)/156 ANOVA intro part1.mp4 | 103.16 MB |
| statsml_x/08 Probability theory/081 Code compute probabilities.mp4 | 100.32 MB |
| statsml_x/09 Hypothesis testing/105 P-values definition tails and misinterpretations.mp4 | 100.31 MB |
| statsml_x/14 Regression/181 Under- and over-fitting.mp4 | 98.62 MB |
| statsml_x/13 Analysis of Variance (ANOVA)/161 The two-way ANOVA.mp4 | 98.3 MB |
| statsml_x/13 Analysis of Variance (ANOVA)/166 Code Two-way mixed ANOVA.mp4 | 97.31 MB |
| statsml_x/01 Introductions/001 [Important] Getting the most out of this course.mp4 | 95.86 MB |
| statsml_x/06 Descriptive statistics/046 Measures of dispersion (variance standard deviation).mp4 | 94.1 MB |
| statsml_x/16 Clustering and dimension-reduction/196 Code KNN.mp4 | 93.47 MB |
| statsml_x/05 Visualizing data/031 Code pie charts.mp4 | 93.22 MB |
| statsml_x/16 Clustering and dimension-reduction/188 K-means clustering.mp4 | 93.05 MB |
| statsml_x/12 Correlation/138 Code Simulate data with specified correlation.mp4 | 92.29 MB |
| statsml_x/08 Probability theory/084 Probability mass vs. density.mp4 | 92.19 MB |
| statsml_x/16 Clustering and dimension-reduction/192 Clustering via dbscan.mp4 | 92.05 MB |
| statsml_x/12 Correlation/135 Motivation and description of correlation.mp4 | 91.29 MB |
| statsml_x/17 Signal detection theory/204 Code d-prime.mp4 | 89.9 MB |
| statsml_x/07 Data normalizations and outliers/063 Code z-score.mp4 | 89.71 MB |