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[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python
magnet:?xt=urn:btih:f7e92dff8aa8f4f40672ad50ca158eec80b82689&dn=[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python
磁力链接详情
Hash值:
f7e92dff8aa8f4f40672ad50ca158eec80b82689
点击数:
120
文件大小:
411.82 MB
文件数量:
40
创建日期:
2020-2-24 21:09
最后访问:
2024-6-8 02:34
访问标签:
FreeCoursesOnline
Me
Pluralsight
-
Interpreting
Data
Using
Statistical
Models
with
Python
文件列表详情
01.Course Overview/01.01.Course Overview.mp4 11.12 MB
02.Understanding Inferential Statistics/02.01.Module Overview.mp4 7.13 MB
02.Understanding Inferential Statistics/02.02.Prerequisites and Course Outline.mp4 5.2 MB
02.Understanding Inferential Statistics/02.03.Descriptive Statistics to Summarize Data.mp4 7.68 MB
02.Understanding Inferential Statistics/02.04.Introducing Hypothesis Testing.mp4 9.14 MB
02.Understanding Inferential Statistics/02.05.Lady Tasting Tea.mp4 9.12 MB
02.Understanding Inferential Statistics/02.06.The Power, Alpha and p-value of a Statistical Test.mp4 4.52 MB
02.Understanding Inferential Statistics/02.07.Introducing the t-test.mp4 7.37 MB
02.Understanding Inferential Statistics/02.08.One Sample Location t-test and the Z-Test.mp4 5.61 MB
02.Understanding Inferential Statistics/02.09.Other Types of t-tests.mp4 11.6 MB
02.Understanding Inferential Statistics/02.10.One-way ANOVA.mp4 11.81 MB
02.Understanding Inferential Statistics/02.11.Two-way ANOVA.mp4 4.56 MB
02.Understanding Inferential Statistics/02.12.Pearson's Chi2 Test.mp4 8.1 MB
02.Understanding Inferential Statistics/02.13.Module Summary.mp4 2.67 MB
03.Performing Hypothesis Testing in Python/03.01.Module Overview.mp4 6.58 MB
03.Performing Hypothesis Testing in Python/03.02.Demo Preparing Data for Hypothesis Testing.mp4 18.89 MB
03.Performing Hypothesis Testing in Python/03.03.Demo Performing the Independent t-test.mp4 15.03 MB
03.Performing Hypothesis Testing in Python/03.04.Demo Performing Welch's t-test.mp4 15.41 MB
03.Performing Hypothesis Testing in Python/03.05.Demo Performing the Paired Difference t-test.mp4 12.25 MB
03.Performing Hypothesis Testing in Python/03.06.Demo One-way ANOVA and Tukey's Honest Significant Difference Test.mp4 12.6 MB
03.Performing Hypothesis Testing in Python/03.07.Demo Two-way ANOVA.mp4 20.64 MB
03.Performing Hypothesis Testing in Python/03.08.Demo Chi2 Analysis.mp4 17.58 MB
03.Performing Hypothesis Testing in Python/03.09.Module Summary.mp4 2.52 MB
04.Implementing Predictive Models for Continuous Data/04.01.Module Overview.mp4 2.12 MB
04.Implementing Predictive Models for Continuous Data/04.02.Introducing Linear Regression.mp4 6.45 MB
04.Implementing Predictive Models for Continuous Data/04.03.Minimizing Mean Square Error.mp4 5.81 MB
04.Implementing Predictive Models for Continuous Data/04.04.Multiple Regression and Adjusted R-square.mp4 8.27 MB
04.Implementing Predictive Models for Continuous Data/04.05.Demo Preparing Data for Simple Linear Regression.mp4 14.22 MB
04.Implementing Predictive Models for Continuous Data/04.06.Demo Linear ..Techniques.mp4 11.93 MB
04.Implementing Predictive Models for Continuous Data/04.07.Demo Visualizing Correlations in Data.mp4 8.41 MB
04.Implementing Predictive Models for Continuous Data/04.08.Demo Selecting..Using Correlations.mp4 13.21 MB
04.Implementing Predictive Models for Continuous Data/04.09.Demo Selecting..Mutual Information.mp4 6.21 MB
04.Implementing Predictive Models for Continuous Data/04.10.Module Summary.mp4 2.2 MB
05.Implementing Predictive Models for Categorical Data/05.01.Module Overview.mp4 2.92 MB
05.Implementing Predictive Models for Categorical Data/05.02.The Intuition behind Logistic Regression.mp4 10.76 MB
05.Implementing Predictive Models for Categorical Data/05.03.Logistic Regression and Linear Regression.mp4 5.61 MB
05.Implementing Predictive Models for Categorical Data/05.04.Accuracy, Precision, and Recall.mp4 9.88 MB
05.Implementing Predictive Models for Categorical Data/05.05.Demo Performing Classification Using Logistic Regression.mp4 14.86 MB
05.Implementing Predictive Models for Categorical Data/05.06.Demo Selecting..Information.mp4 53.09 MB
05.Implementing Predictive Models for Categorical Data/05.07.Summary and Further Study.mp4 8.73 MB
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