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[FreeCoursesOnline.Me] Pluralsight - Interpreting Data Using Statistical Models with Python
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2020-2-24 21:09
2024-8-31 09:06
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411.82 MB
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FreeCoursesOnline
Me
Pluralsight
-
Interpreting
Data
Using
Statistical
Models
with
Python
文件列表
01.Course Overview/01.01.Course Overview.mp4
11.12MB
02.Understanding Inferential Statistics/02.01.Module Overview.mp4
7.13MB
02.Understanding Inferential Statistics/02.02.Prerequisites and Course Outline.mp4
5.2MB
02.Understanding Inferential Statistics/02.03.Descriptive Statistics to Summarize Data.mp4
7.68MB
02.Understanding Inferential Statistics/02.04.Introducing Hypothesis Testing.mp4
9.14MB
02.Understanding Inferential Statistics/02.05.Lady Tasting Tea.mp4
9.12MB
02.Understanding Inferential Statistics/02.06.The Power, Alpha and p-value of a Statistical Test.mp4
4.52MB
02.Understanding Inferential Statistics/02.07.Introducing the t-test.mp4
7.37MB
02.Understanding Inferential Statistics/02.08.One Sample Location t-test and the Z-Test.mp4
5.61MB
02.Understanding Inferential Statistics/02.09.Other Types of t-tests.mp4
11.6MB
02.Understanding Inferential Statistics/02.10.One-way ANOVA.mp4
11.81MB
02.Understanding Inferential Statistics/02.11.Two-way ANOVA.mp4
4.56MB
02.Understanding Inferential Statistics/02.12.Pearson's Chi2 Test.mp4
8.1MB
02.Understanding Inferential Statistics/02.13.Module Summary.mp4
2.67MB
03.Performing Hypothesis Testing in Python/03.01.Module Overview.mp4
6.58MB
03.Performing Hypothesis Testing in Python/03.02.Demo Preparing Data for Hypothesis Testing.mp4
18.89MB
03.Performing Hypothesis Testing in Python/03.03.Demo Performing the Independent t-test.mp4
15.03MB
03.Performing Hypothesis Testing in Python/03.04.Demo Performing Welch's t-test.mp4
15.41MB
03.Performing Hypothesis Testing in Python/03.05.Demo Performing the Paired Difference t-test.mp4
12.25MB
03.Performing Hypothesis Testing in Python/03.06.Demo One-way ANOVA and Tukey's Honest Significant Difference Test.mp4
12.6MB
03.Performing Hypothesis Testing in Python/03.07.Demo Two-way ANOVA.mp4
20.64MB
03.Performing Hypothesis Testing in Python/03.08.Demo Chi2 Analysis.mp4
17.58MB
03.Performing Hypothesis Testing in Python/03.09.Module Summary.mp4
2.52MB
04.Implementing Predictive Models for Continuous Data/04.01.Module Overview.mp4
2.12MB
04.Implementing Predictive Models for Continuous Data/04.02.Introducing Linear Regression.mp4
6.45MB
04.Implementing Predictive Models for Continuous Data/04.03.Minimizing Mean Square Error.mp4
5.81MB
04.Implementing Predictive Models for Continuous Data/04.04.Multiple Regression and Adjusted R-square.mp4
8.27MB
04.Implementing Predictive Models for Continuous Data/04.05.Demo Preparing Data for Simple Linear Regression.mp4
14.22MB
04.Implementing Predictive Models for Continuous Data/04.06.Demo Linear ..Techniques.mp4
11.93MB
04.Implementing Predictive Models for Continuous Data/04.07.Demo Visualizing Correlations in Data.mp4
8.41MB
04.Implementing Predictive Models for Continuous Data/04.08.Demo Selecting..Using Correlations.mp4
13.21MB
04.Implementing Predictive Models for Continuous Data/04.09.Demo Selecting..Mutual Information.mp4
6.21MB
04.Implementing Predictive Models for Continuous Data/04.10.Module Summary.mp4
2.2MB
05.Implementing Predictive Models for Categorical Data/05.01.Module Overview.mp4
2.92MB
05.Implementing Predictive Models for Categorical Data/05.02.The Intuition behind Logistic Regression.mp4
10.76MB
05.Implementing Predictive Models for Categorical Data/05.03.Logistic Regression and Linear Regression.mp4
5.61MB
05.Implementing Predictive Models for Categorical Data/05.04.Accuracy, Precision, and Recall.mp4
9.88MB
05.Implementing Predictive Models for Categorical Data/05.05.Demo Performing Classification Using Logistic Regression.mp4
14.86MB
05.Implementing Predictive Models for Categorical Data/05.06.Demo Selecting..Information.mp4
53.09MB
05.Implementing Predictive Models for Categorical Data/05.07.Summary and Further Study.mp4
8.73MB
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