[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python -移花宫-武林禁地，闲人禁止入内

[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python

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[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python

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收录时间：2021-04-03
最近下载：2025-10-20

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文件列表

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