Download Free Download : Pluralsight - Interpreting Data with Python
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:710.57 MB
Files Included :
1 Course Overview.mp4 (3.64 MB)
MP4
01 Version Check.mp4 (566.1 KB)
MP4
02 Module Overview.mp4 (1.71 MB)
MP4
03 Prerequisites and Course Outline.mp4 (1.54 MB)
MP4
04 Statistics in Understanding Data.mp4 (6.44 MB)
MP4
05 Measures of Central Tendency and Dispersion.mp4 (7.67 MB)
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06 Bivariate and Multivariate Descriptive Statistics.mp4 (4.65 MB)
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07 Demo - Loading Cleaning and Preparing Data.mp4 (10.63 MB)
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08 Demo - Exploring and Visualizing Relationships.mp4 (13.18 MB)
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09 Demo - Calculating and Visualizing Correlations.mp4 (17.31 MB)
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10 Autocorrelation.mp4 (2.16 MB)
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11 Demo - Calculating and Visualizing Autocorrelation.mp4 (9.99 MB)
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12 Demo - Line Plots and Bar Graphs.mp4 (7.81 MB)
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13 Demo - Box Plots Violin Plots and Pie Charts.mp4 (9.7 MB)
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14 Module Summary.mp4 (1.74 MB)
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1 Module Overview.mp4 (3.55 MB)
MP4
2 Kernel Density Estimation.mp4 (5.05 MB)
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3 Demo - Histograms, KDE Plots, Rug Plots.mp4 (14.72 MB)
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5 Demo - Pairwise Relationships.mp4 (13.08 MB)
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6 Demo - Visualizing Multiple Relationships with Facets.mp4 (7.97 MB)
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7 Module Summary.mp4 (1.82 MB)
MP4
01 Module Overview.mp4 (2.04 MB)
MP4
02 Introducing Altair.mp4 (4.06 MB)
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03 Demo - Getting Started with Altair.mp4 (16.98 MB)
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04 Demo - Simple Altair Plots to Slice and Explore Data.mp4 (10.86 MB)
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06 Demo - Interactive Visualizations with Altair.mp4 (17.58 MB)
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07 Introducing Plotly.mp4 (2.3 MB)
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09 Demo - Geographical Plots Using Bubble Maps.mp4 (7.02 MB)
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10 Summary and Further Study.mp4 (1.91 MB)
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1 Course Overview.mp4 (3.6 MB)
MP4
01 Version Check.mp4 (616.54 KB)
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02 Module Overview.mp4 (2.26 MB)
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03 Prerequisites and Course Outline.mp4 (1.76 MB)
MP4
04 Descriptive Statistics to Summarize Data.mp4 (6.37 MB)
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05 Introducing Hypothesis Testing.mp4 (7.65 MB)
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06 Lady Tasting Tea.mp4 (7.69 MB)
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07 The Power, Alpha and p-value of a Statistical Test.mp4 (3.77 MB)
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08 Introducing the t-test.mp4 (6.16 MB)
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09 One Sample Location t-test and the Z-Test.mp4 (4.67 MB)
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10 Other Types of t-tests.mp4 (9.77 MB)
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11 One-way ANOVA.mp4 (9.9 MB)
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12 Two-way ANOVA.mp4 (3.84 MB)
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13 Pearsons Chi2 Test.mp4 (6.77 MB)
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14 Module Summary.mp4 (2.23 MB)
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1 Module Overview.mp4 (2.04 MB)
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2 Demo - Preparing Data for Hypothesis Testing.mp4 (16.08 MB)
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3 Demo - Performing the Independent t-test.mp4 (12.84 MB)
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4 Demo - Performing Welchs t-test.mp4 (13.18 MB)
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5 Demo - Performing the Paired Difference t-test.mp4 (10.43 MB)
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6 Demo - One-way ANOVA and Tukeys Honest Significant Difference Test.mp4 (10.59 MB)
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7 Demo - Two-way ANOVA.mp4 (17.9 MB)
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8 Demo - Chi2 Analysis.mp4 (15.05 MB)
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9 Module Summary.mp4 (2.13 MB)
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01 Module Overview.mp4 (1.78 MB)
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02 Introducing Linear Regression.mp4 (5.36 MB)
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03 Minimizing Mean Square Error.mp4 (4.82 MB)
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04 Multiple Regression and Adjusted R-square.mp4 (6.95 MB)
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05 Demo - Preparing Data for Simple Linear Regression.mp4 (12.14 MB)
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07 Demo - Visualizing Correlations in Data.mp4 (7.21 MB)
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10 Module Summary.mp4 (1.86 MB)
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1 Module Overview.mp4 (2.44 MB)
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2 The Intuition behind Logistic Regression.mp4 (8.94 MB)
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3 Logistic Regression and Linear Regression.mp4 (4.76 MB)
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4 Accuracy, Precision, and Recall.mp4 (8.28 MB)
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5 Demo - Performing Classification Using Logistic Regression.mp4 (12.81 MB)
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7 Summary and Further Study.mp4 (2.74 MB)
MP4
1 Course Overview.mp4 (3.23 MB)
MP4
01 Version Check.mp4 (591.74 KB)
MP4
02 Module Summary.mp4 (2.06 MB)
MP4
03 Prerequisites and Course Outline.mp4 (1.53 MB)
MP4
04 Introducing Descriptive Statistics.mp4 (5.4 MB)
MP4
05 Measures of Central Tendency.mp4 (10.43 MB)
MP4
06 Measures of Dispersion.mp4 (6.72 MB)
MP4
07 Understanding Variance.mp4 (3.74 MB)
MP4
08 The Gaussian Distribution.mp4 (5.12 MB)
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09 Sampling Distribution to Estimate Population Mean.mp4 (10.1 MB)
MP4
10 Confidence Intervals.mp4 (9.18 MB)
MP4
11 Skewness and Kurtosis.mp4 (6.72 MB)
MP4
12 Covariance and Correlation.mp4 (6.24 MB)
MP4
13 Module Summary.mp4 (1.82 MB)
MP4
01 Module Overview.mp4 (3.23 MB)
MP4
02 Demo - Getting Started with Pandas.mp4 (8.81 MB)
MP4
03 Demo - Mean and Median.mp4 (12.29 MB)
MP4
04 Demo - Influence of Outliers on Mean and Median.mp4 (8.75 MB)
MP4
05 Demo - Quantiles and the Interquartile Range.mp4 (10.5 MB)
MP4
06 Demo - Variance and Standard Deviation.mp4 (6.01 MB)
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07 Demo - Interpreting and Visualizing Summary Statistics.mp4 (10.68 MB)
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08 Demo - Skewness and Kurtosis.mp4 (9.04 MB)
MP4
09 Demo - Covariance and Correlation.mp4 (12.53 MB)
MP4
10 Demo - Calculating and Visualizing Confidence Intervals.mp4 (11.01 MB)
MP4
11 Module Summary.mp4 (2.21 MB)
MP4
1 Module Overview.mp4 (3.24 MB)
MP4
2 Demo - Mean and Median.mp4 (10.94 MB)
MP4
3 Demo - Influence of Outliers and Mode.mp4 (6.23 MB)
MP4
4 Demo - Interquartile Range Variance and St.mp4 (12.48 MB)
MP4
5 Demo - Z-scores Using SciPy.mp4 (12.34 MB)
MP4
6 Demo - Skewness and Kurtosis for Stock Ret.mp4 (9.78 MB)
MP4
7 Demo - Descriptive Statistics and Regressi.mp4 (14.63 MB)
MP4
8 Demo - Calculating and Interpreting Confid.mp4 (5.4 MB)
MP4
9 Summary and Further Study.mp4 (2.56 MB)
MP4
MP4
01 Version Check.mp4 (566.1 KB)
MP4
02 Module Overview.mp4 (1.71 MB)
MP4
03 Prerequisites and Course Outline.mp4 (1.54 MB)
MP4
04 Statistics in Understanding Data.mp4 (6.44 MB)
MP4
05 Measures of Central Tendency and Dispersion.mp4 (7.67 MB)
MP4
06 Bivariate and Multivariate Descriptive Statistics.mp4 (4.65 MB)
MP4
07 Demo - Loading Cleaning and Preparing Data.mp4 (10.63 MB)
MP4
08 Demo - Exploring and Visualizing Relationships.mp4 (13.18 MB)
MP4
09 Demo - Calculating and Visualizing Correlations.mp4 (17.31 MB)
MP4
10 Autocorrelation.mp4 (2.16 MB)
MP4
11 Demo - Calculating and Visualizing Autocorrelation.mp4 (9.99 MB)
MP4
12 Demo - Line Plots and Bar Graphs.mp4 (7.81 MB)
MP4
13 Demo - Box Plots Violin Plots and Pie Charts.mp4 (9.7 MB)
MP4
14 Module Summary.mp4 (1.74 MB)
MP4
1 Module Overview.mp4 (3.55 MB)
MP4
2 Kernel Density Estimation.mp4 (5.05 MB)
MP4
3 Demo - Histograms, KDE Plots, Rug Plots.mp4 (14.72 MB)
MP4
5 Demo - Pairwise Relationships.mp4 (13.08 MB)
MP4
6 Demo - Visualizing Multiple Relationships with Facets.mp4 (7.97 MB)
MP4
7 Module Summary.mp4 (1.82 MB)
MP4
01 Module Overview.mp4 (2.04 MB)
MP4
02 Introducing Altair.mp4 (4.06 MB)
MP4
03 Demo - Getting Started with Altair.mp4 (16.98 MB)
MP4
04 Demo - Simple Altair Plots to Slice and Explore Data.mp4 (10.86 MB)
MP4
06 Demo - Interactive Visualizations with Altair.mp4 (17.58 MB)
MP4
07 Introducing Plotly.mp4 (2.3 MB)
MP4
09 Demo - Geographical Plots Using Bubble Maps.mp4 (7.02 MB)
MP4
10 Summary and Further Study.mp4 (1.91 MB)
MP4
1 Course Overview.mp4 (3.6 MB)
MP4
01 Version Check.mp4 (616.54 KB)
MP4
02 Module Overview.mp4 (2.26 MB)
MP4
03 Prerequisites and Course Outline.mp4 (1.76 MB)
MP4
04 Descriptive Statistics to Summarize Data.mp4 (6.37 MB)
MP4
05 Introducing Hypothesis Testing.mp4 (7.65 MB)
MP4
06 Lady Tasting Tea.mp4 (7.69 MB)
MP4
07 The Power, Alpha and p-value of a Statistical Test.mp4 (3.77 MB)
MP4
08 Introducing the t-test.mp4 (6.16 MB)
MP4
09 One Sample Location t-test and the Z-Test.mp4 (4.67 MB)
MP4
10 Other Types of t-tests.mp4 (9.77 MB)
MP4
11 One-way ANOVA.mp4 (9.9 MB)
MP4
12 Two-way ANOVA.mp4 (3.84 MB)
MP4
13 Pearsons Chi2 Test.mp4 (6.77 MB)
MP4
14 Module Summary.mp4 (2.23 MB)
MP4
1 Module Overview.mp4 (2.04 MB)
MP4
2 Demo - Preparing Data for Hypothesis Testing.mp4 (16.08 MB)
MP4
3 Demo - Performing the Independent t-test.mp4 (12.84 MB)
MP4
4 Demo - Performing Welchs t-test.mp4 (13.18 MB)
MP4
5 Demo - Performing the Paired Difference t-test.mp4 (10.43 MB)
MP4
6 Demo - One-way ANOVA and Tukeys Honest Significant Difference Test.mp4 (10.59 MB)
MP4
7 Demo - Two-way ANOVA.mp4 (17.9 MB)
MP4
8 Demo - Chi2 Analysis.mp4 (15.05 MB)
MP4
9 Module Summary.mp4 (2.13 MB)
MP4
01 Module Overview.mp4 (1.78 MB)
MP4
02 Introducing Linear Regression.mp4 (5.36 MB)
MP4
03 Minimizing Mean Square Error.mp4 (4.82 MB)
MP4
04 Multiple Regression and Adjusted R-square.mp4 (6.95 MB)
MP4
05 Demo - Preparing Data for Simple Linear Regression.mp4 (12.14 MB)
MP4
07 Demo - Visualizing Correlations in Data.mp4 (7.21 MB)
MP4
10 Module Summary.mp4 (1.86 MB)
MP4
1 Module Overview.mp4 (2.44 MB)
MP4
2 The Intuition behind Logistic Regression.mp4 (8.94 MB)
MP4
3 Logistic Regression and Linear Regression.mp4 (4.76 MB)
MP4
4 Accuracy, Precision, and Recall.mp4 (8.28 MB)
MP4
5 Demo - Performing Classification Using Logistic Regression.mp4 (12.81 MB)
MP4
7 Summary and Further Study.mp4 (2.74 MB)
MP4
1 Course Overview.mp4 (3.23 MB)
MP4
01 Version Check.mp4 (591.74 KB)
MP4
02 Module Summary.mp4 (2.06 MB)
MP4
03 Prerequisites and Course Outline.mp4 (1.53 MB)
MP4
04 Introducing Descriptive Statistics.mp4 (5.4 MB)
MP4
05 Measures of Central Tendency.mp4 (10.43 MB)
MP4
06 Measures of Dispersion.mp4 (6.72 MB)
MP4
07 Understanding Variance.mp4 (3.74 MB)
MP4
08 The Gaussian Distribution.mp4 (5.12 MB)
MP4
09 Sampling Distribution to Estimate Population Mean.mp4 (10.1 MB)
MP4
10 Confidence Intervals.mp4 (9.18 MB)
MP4
11 Skewness and Kurtosis.mp4 (6.72 MB)
MP4
12 Covariance and Correlation.mp4 (6.24 MB)
MP4
13 Module Summary.mp4 (1.82 MB)
MP4
01 Module Overview.mp4 (3.23 MB)
MP4
02 Demo - Getting Started with Pandas.mp4 (8.81 MB)
MP4
03 Demo - Mean and Median.mp4 (12.29 MB)
MP4
04 Demo - Influence of Outliers on Mean and Median.mp4 (8.75 MB)
MP4
05 Demo - Quantiles and the Interquartile Range.mp4 (10.5 MB)
MP4
06 Demo - Variance and Standard Deviation.mp4 (6.01 MB)
MP4
07 Demo - Interpreting and Visualizing Summary Statistics.mp4 (10.68 MB)
MP4
08 Demo - Skewness and Kurtosis.mp4 (9.04 MB)
MP4
09 Demo - Covariance and Correlation.mp4 (12.53 MB)
MP4
10 Demo - Calculating and Visualizing Confidence Intervals.mp4 (11.01 MB)
MP4
11 Module Summary.mp4 (2.21 MB)
MP4
1 Module Overview.mp4 (3.24 MB)
MP4
2 Demo - Mean and Median.mp4 (10.94 MB)
MP4
3 Demo - Influence of Outliers and Mode.mp4 (6.23 MB)
MP4
4 Demo - Interquartile Range Variance and St.mp4 (12.48 MB)
MP4
5 Demo - Z-scores Using SciPy.mp4 (12.34 MB)
MP4
6 Demo - Skewness and Kurtosis for Stock Ret.mp4 (9.78 MB)
MP4
7 Demo - Descriptive Statistics and Regressi.mp4 (14.63 MB)
MP4
8 Demo - Calculating and Interpreting Confid.mp4 (5.4 MB)
MP4
9 Summary and Further Study.mp4 (2.56 MB)
MP4
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