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Python Statistics Essential Training
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2019-3-13 02:03
2024-8-15 07:34
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430.99 MB
39
磁力链接
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迅雷链接
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Python
Statistics
Essential
Training
文件列表
2.2. Importing and Cleaning Data/11.Data cleaning.mp4
33.44MB
0.Introduction/01.Welcome.mp4
6.91MB
0.Introduction/02.What you need to know.mp4
1.23MB
0.Introduction/03.Using the exercise files.mp4
3MB
1.1. Installation and Setup/04.Install Anaconda Python on OS X.mp4
8.1MB
1.1. Installation and Setup/05.Install Anaconda Python on Windows.mp4
10.32MB
1.1. Installation and Setup/06.Working with Jupyter Notebook.mp4
6.53MB
1.1. Installation and Setup/07.Using Python in the cloud.mp4
8.8MB
2.2. Importing and Cleaning Data/08.The structure of data.mp4
3.05MB
2.2. Importing and Cleaning Data/09.Create tidy data tables.mp4
11.16MB
2.2. Importing and Cleaning Data/10.Introducing pandas.mp4
18.89MB
2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.mp4
3.39MB
2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.mp4
10MB
3.3. Visualizing and Describing Data/14.The power of visualization.mp4
20.03MB
3.3. Visualizing and Describing Data/15.Describe distributions.mp4
9.07MB
3.3. Visualizing and Describing Data/16.Plot distributions.mp4
18.79MB
3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.mp4
16.72MB
3.3. Visualizing and Describing Data/18.More quantitative variables.mp4
21.5MB
3.3. Visualizing and Describing Data/19.Describe categorical variables.mp4
11.97MB
3.3. Visualizing and Describing Data/20.Plot categorical variables.mp4
11.94MB
3.3. Visualizing and Describing Data/21.Personal email analytics.mp4
28.99MB
3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.mp4
1.33MB
3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.mp4
4.63MB
4.4. Introduction to Statistical Inference/24.Statistical inference.mp4
2.88MB
4.4. Introduction to Statistical Inference/25.Confidence intervals.mp4
17.18MB
4.4. Introduction to Statistical Inference/26.Bootstrapping.mp4
17.06MB
4.4. Introduction to Statistical Inference/27.Hypothesis testing.mp4
19.52MB
4.4. Introduction to Statistical Inference/28.p values and confidence intervals.mp4
13.35MB
4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.mp4
1.12MB
4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.mp4
4.29MB
5.5. Introduction to Statistical Modeling/31.Statistical modeling.mp4
2.39MB
5.5. Introduction to Statistical Modeling/32.Fitting models to data.mp4
16.49MB
5.5. Introduction to Statistical Modeling/33.Goodness of fit.mp4
13.99MB
5.5. Introduction to Statistical Modeling/34.Cross validation.mp4
13.1MB
5.5. Introduction to Statistical Modeling/35.Logistic regression.mp4
11.09MB
5.5. Introduction to Statistical Modeling/36.Bayesian inference.mp4
19.04MB
5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.mp4
2.8MB
5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.mp4
4.02MB
6.Conclusion/39.Next steps.mp4
2.9MB
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