583.72 MB | 7min 39s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Course Overview.mp4 | Size: (3.64 MB)
FileName :01 Version Check.mp4 | Size: (566.1 KB)
FileName :02 Module Overview.mp4 | Size: (1.71 MB)
FileName :03 Prerequisites and Course Outline.mp4 | Size: (1.54 MB)
FileName :04 Statistics in Understanding Data.mp4 | Size: (6.44 MB)
FileName :05 Measures of Central Tendency and Dispersion.mp4 | Size: (7.67 MB)
FileName :06 Bivariate and Multivariate Descriptive Statistics.mp4 | Size: (4.65 MB)
FileName :07 Demo - Loading Cleaning and Preparing Data.mp4 | Size: (10.63 MB)
FileName :08 Demo - Exploring and Visualizing Relationships.mp4 | Size: (13.18 MB)
FileName :09 Demo - Calculating and Visualizing Correlations.mp4 | Size: (17.31 MB)
FileName :10 Autocorrelation.mp4 | Size: (2.16 MB)
FileName :11 Demo - Calculating and Visualizing Autocorrelation.mp4 | Size: (9.99 MB)
FileName :12 Demo - Line Plots and Bar Graphs.mp4 | Size: (7.81 MB)
FileName :13 Demo - Box Plots Violin Plots and Pie Charts.mp4 | Size: (9.7 MB)
FileName :14 Module Summary.mp4 | Size: (1.74 MB)
FileName :1 Module Overview.mp4 | Size: (3.55 MB)
FileName :2 Kernel Density Estimation.mp4 | Size: (5.05 MB)
FileName :3 Demo - Histograms, KDE Plots, Rug Plots.mp4 | Size: (14.72 MB)
FileName :5 Demo - Pairwise Relationships.mp4 | Size: (13.08 MB)
FileName :7 Module Summary.mp4 | Size: (1.82 MB)
FileName :01 Module Overview.mp4 | Size: (2.04 MB)
FileName :02 Introducing Altair.mp4 | Size: (4.06 MB)
FileName :03 Demo - Getting Started with Altair.mp4 | Size: (16.98 MB)
FileName :06 Demo - Interactive Visualizations with Altair.mp4 | Size: (17.58 MB)
FileName :07 Introducing Plotly.mp4 | Size: (2.3 MB)
FileName :09 Demo - Geographical Plots Using Bubble Maps.mp4 | Size: (7.02 MB)
FileName :10 Summary and Further Study.mp4 | Size: (1.91 MB)
FileName :exercise.7z | Size: (4.2 MB)
FileName :1 Course Overview.mp4 | Size: (3.6 MB)
FileName :01 Version Check.mp4 | Size: (616.54 KB)
FileName :02 Module Overview.mp4 | Size: (2.26 MB)
FileName :03 Prerequisites and Course Outline.mp4 | Size: (1.76 MB)
FileName :04 Descriptive Statistics to Summarize Data.mp4 | Size: (6.37 MB)
FileName :05 Introducing Hypothesis Testing.mp4 | Size: (7.65 MB)
FileName :06 Lady Tasting Tea.mp4 | Size: (7.69 MB)
FileName :07 The Power, Alpha and p-value of a Statistical Test.mp4 | Size: (3.77 MB)
FileName :08 Introducing the t-test.mp4 | Size: (6.16 MB)
FileName :09 One Sample Location t-test and the Z-Test.mp4 | Size: (4.67 MB)
FileName :10 Other Types of t-tests.mp4 | Size: (9.77 MB)
FileName :11 One-way ANOVA.mp4 | Size: (9.9 MB)
FileName :12 Two-way ANOVA.mp4 | Size: (3.84 MB)
FileName :13 Pearsons Chi2 Test.mp4 | Size: (6.77 MB)
FileName :14 Module Summary.mp4 | Size: (2.23 MB)
FileName :1 Module Overview.mp4 | Size: (2.04 MB)
FileName :2 Demo - Preparing Data for Hypothesis Testing.mp4 | Size: (16.08 MB)
FileName :3 Demo - Performing the Independent t-test.mp4 | Size: (12.84 MB)
FileName :4 Demo - Performing Welchs t-test.mp4 | Size: (13.18 MB)
FileName :5 Demo - Performing the Paired Difference t-test.mp4 | Size: (10.43 MB)
FileName :7 Demo - Two-way ANOVA.mp4 | Size: (17.9 MB)
FileName :8 Demo - Chi2 Analysis.mp4 | Size: (15.05 MB)
FileName :9 Module Summary.mp4 | Size: (2.13 MB)
FileName :01 Module Overview.mp4 | Size: (1.78 MB)
FileName :02 Introducing Linear Regression.mp4 | Size: (5.36 MB)
FileName :03 Minimizing Mean Square Error.mp4 | Size: (4.82 MB)
FileName :04 Multiple Regression and Adjusted R-square.mp4 | Size: (6.95 MB)
FileName :07 Demo - Visualizing Correlations in Data.mp4 | Size: (7.21 MB)
FileName :10 Module Summary.mp4 | Size: (1.86 MB)
FileName :1 Module Overview.mp4 | Size: (2.44 MB)
FileName :2 The Intuition behind Logistic Regression.mp4 | Size: (8.94 MB)
FileName :3 Logistic Regression and Linear Regression.mp4 | Size: (4.76 MB)
FileName :4 Accuracy, Precision, and Recall.mp4 | Size: (8.28 MB)
FileName :7 Summary and Further Study.mp4 | Size: (2.74 MB)
FileName :exercise.7z | Size: (2.94 MB)
FileName :1 Course Overview.mp4 | Size: (3.23 MB)
FileName :01 Version Check.mp4 | Size: (591.74 KB)
FileName :02 Module Summary.mp4 | Size: (2.06 MB)
FileName :03 Prerequisites and Course Outline.mp4 | Size: (1.53 MB)
FileName :04 Introducing Descriptive Statistics.mp4 | Size: (5.4 MB)
FileName :05 Measures of Central Tendency.mp4 | Size: (10.43 MB)
FileName :06 Measures of Dispersion.mp4 | Size: (6.72 MB)
FileName :07 Understanding Variance.mp4 | Size: (3.74 MB)
FileName :08 The Gaussian Distribution.mp4 | Size: (5.12 MB)
FileName :09 Sampling Distribution to Estimate Population Mean.mp4 | Size: (10.1 MB)
FileName :10 Confidence Intervals.mp4 | Size: (9.18 MB)
FileName :11 Skewness and Kurtosis.mp4 | Size: (6.72 MB)
FileName :12 Covariance and Correlation.mp4 | Size: (6.24 MB)
FileName :13 Module Summary.mp4 | Size: (1.82 MB)
FileName :01 Module Overview.mp4 | Size: (3.23 MB)
FileName :02 Demo - Getting Started with Pandas.mp4 | Size: (8.81 MB)
FileName :03 Demo - Mean and Median.mp4 | Size: (12.29 MB)
FileName :05 Demo - Quantiles and the Interquartile Range.mp4 | Size: (10.5 MB)
FileName :06 Demo - Variance and Standard Deviation.mp4 | Size: (6.01 MB)
FileName :08 Demo - Skewness and Kurtosis.mp4 | Size: (9.04 MB)
FileName :09 Demo - Covariance and Correlation.mp4 | Size: (12.53 MB)
FileName :11 Module Summary.mp4 | Size: (2.21 MB)
FileName :1 Module Overview.mp4 | Size: (3.24 MB)
FileName :2 Demo - Mean and Median.mp4 | Size: (10.94 MB)
FileName :5 Demo - Z-scores Using SciPy.mp4 | Size: (12.34 MB)
FileName :9 Summary and Further Study.mp4 | Size: (2.56 MB)
FileName :exercise.7z | Size: (3.44 MB)]
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