FreeCoursesOnline Me Pluralsight Interpreting Data Using Statistical Models with Python

FreeCoursesOnline Me Pluralsight Interpreting Data Using Statistical Models with Python

Name	[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python	DOWNLOAD Copy Link
Total Size	436.7 MB
Total Files	46
Last Seen	2024-10-02 23:33
Hash	F7E92DFF8AA8F4F40672AD50CA158EEC80B82689

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/01.Course Overview/
01.01.Course Overview.mp4	11.7 MB
/02.Understanding Inferential Statistics/
02.01.Module Overview.mp4	7.5 MB
02.02.Prerequisites and Course Outline.mp4	5.5 MB
02.03.Descriptive Statistics to Summarize Data.mp4	8.1 MB
02.04.Introducing Hypothesis Testing.mp4	9.6 MB
02.05.Lady Tasting Tea.mp4	9.6 MB
02.06.The Power, Alpha and p-value of a Statistical Test.mp4	4.7 MB
02.07.Introducing the t-test.mp4	7.7 MB
02.08.One Sample Location t-test and the Z-Test.mp4	5.9 MB
02.09.Other Types of t-tests.mp4	12.2 MB
02.10.One-way ANOVA.mp4	12.4 MB
02.11.Two-way ANOVA.mp4	4.8 MB
02.12.Pearson's Chi2 Test.mp4	8.5 MB
02.13.Module Summary.mp4	2.8 MB
/03.Performing Hypothesis Testing in Python/
03.01.Module Overview.mp4	6.9 MB
03.02.Demo Preparing Data for Hypothesis Testing.mp4	19.8 MB
03.03.Demo Performing the Independent t-test.mp4	15.8 MB
03.04.Demo Performing Welch's t-test.mp4	16.2 MB
03.05.Demo Performing the Paired Difference t-test.mp4	12.8 MB
03.06.Demo One-way ANOVA and Tukey's Honest Significant Difference Test.mp4	13.2 MB
03.07.Demo Two-way ANOVA.mp4	21.6 MB
03.08.Demo Chi2 Analysis.mp4	18.4 MB
03.09.Module Summary.mp4	2.6 MB
/04.Implementing Predictive Models for Continuous Data/
04.01.Module Overview.mp4	2.2 MB
04.02.Introducing Linear Regression.mp4	6.8 MB
04.03.Minimizing Mean Square Error.mp4	6.1 MB
04.04.Multiple Regression and Adjusted R-square.mp4	8.7 MB
04.05.Demo Preparing Data for Simple Linear Regression.mp4	14.9 MB
04.06.Demo Linear ..Techniques.mp4	12.5 MB
04.07.Demo Visualizing Correlations in Data.mp4	8.8 MB
04.08.Demo Selecting..Using Correlations.mp4	13.8 MB
04.09.Demo Selecting..Mutual Information.mp4	6.5 MB
04.10.Module Summary.mp4	2.3 MB
/05.Implementing Predictive Models for Categorical Data/
05.01.Module Overview.mp4	3.1 MB
05.02.The Intuition behind Logistic Regression.mp4	11.3 MB
05.03.Logistic Regression and Linear Regression.mp4	5.9 MB
05.04.Accuracy, Precision, and Recall.mp4	10.4 MB
05.05.Demo Performing Classification Using Logistic Regression.mp4	15.6 MB
05.06.Demo Selecting..Information.mp4	55.7 MB
05.07.Summary and Further Study.mp4	9.2 MB
/
Exercise_file.zip	4.9 MB
Total files 46