Python Statistics Essential Training | F77398EF11811B86CCDA9EB102AE74C9E964DF1B

Python Statistics Essential Training

Name	Python Statistics Essential Training	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	452.1 MB
Total Files	78
Hash	F77398EF11811B86CCDA9EB102AE74C9E964DF1B

/2.2. Importing and Cleaning Data/
11.Data cleaning.mp4	35.1 MB
08.The structure of data.en.srt	2.8 KB
08.The structure of data.mp4	3.2 MB
09.Create tidy data tables.en.srt	7.2 KB
09.Create tidy data tables.mp4	11.7 MB
10.Introducing pandas.en.srt	8.5 KB
10.Introducing pandas.mp4	19.8 MB
11.Data cleaning.en.srt	13.5 KB
12.✓ Challenge - Personal email analytics.en.srt	1.6 KB
12.✓ Challenge - Personal email analytics.mp4	3.6 MB
13.✓ Solution - Personal email analytics.en.srt	3.8 KB
13.✓ Solution - Personal email analytics.mp4	10.5 MB
/0.Introduction/
01.Welcome.mp4	7.2 MB
02.What you need to know.en.srt	1.5 KB
02.What you need to know.mp4	1.3 MB
03.Using the exercise files.en.srt	1.4 KB
03.Using the exercise files.mp4	3.1 MB
01.Welcome.en.srt	1.9 KB
/1.1. Installation and Setup/
04.Install Anaconda Python on OS X.en.srt	5.1 KB
04.Install Anaconda Python on OS X.mp4	8.5 MB
05.Install Anaconda Python on Windows.en.srt	4.3 KB
05.Install Anaconda Python on Windows.mp4	10.8 MB
06.Working with Jupyter Notebook.en.srt	3.6 KB
06.Working with Jupyter Notebook.mp4	6.8 MB
07.Using Python in the cloud.en.srt	3.4 KB
07.Using Python in the cloud.mp4	9.2 MB
/3.3. Visualizing and Describing Data/
14.The power of visualization.en.srt	8.6 KB
14.The power of visualization.mp4	21.0 MB
15.Describe distributions.en.srt	7.1 KB
15.Describe distributions.mp4	9.5 MB
16.Plot distributions.en.srt	8.3 KB
16.Plot distributions.mp4	19.7 MB
17.Plots of two quantitative variables.en.srt	6.0 KB
17.Plots of two quantitative variables.mp4	17.5 MB
18.More quantitative variables.en.srt	7.4 KB
18.More quantitative variables.mp4	22.5 MB
19.Describe categorical variables.en.srt	5.8 KB
19.Describe categorical variables.mp4	12.6 MB
20.Plot categorical variables.en.srt	4.4 KB
20.Plot categorical variables.mp4	12.5 MB
21.Personal email analytics.en.srt	10.8 KB
21.Personal email analytics.mp4	30.4 MB
22.✓ Challenge - More email analytics.en.srt	0.5 KB
22.✓ Challenge - More email analytics.mp4	1.4 MB
23.✓ Solution - More email analytics.en.srt	1.7 KB
23.✓ Solution - More email analytics.mp4	4.9 MB
/4.4. Introduction to Statistical Inference/
24.Statistical inference.en.srt	2.4 KB
24.Statistical inference.mp4	3.0 MB
25.Confidence intervals.en.srt	12.0 KB
25.Confidence intervals.mp4	18.0 MB
26.Bootstrapping.en.srt	7.8 KB
26.Bootstrapping.mp4	17.9 MB
27.Hypothesis testing.en.srt	9.3 KB
27.Hypothesis testing.mp4	20.5 MB
28.p values and confidence intervals.en.srt	5.9 KB
28.p values and confidence intervals.mp4	14.0 MB
29.✓ Challenge - Bootstrapping grades.en.srt	0.5 KB
29.✓ Challenge - Bootstrapping grades.mp4	1.2 MB
30.✓ Solution - Bootstrapping grades.en.srt	1.6 KB
30.✓ Solution - Bootstrapping grades.mp4	4.5 MB
/5.5. Introduction to Statistical Modeling/
31.Statistical modeling.en.srt	2.6 KB
31.Statistical modeling.mp4	2.5 MB
32.Fitting models to data.en.srt	10.0 KB
32.Fitting models to data.mp4	17.3 MB
33.Goodness of fit.en.srt	8.2 KB
33.Goodness of fit.mp4	14.7 MB
34.Cross validation.en.srt	7.3 KB
34.Cross validation.mp4	13.7 MB
35.Logistic regression.en.srt	7.5 KB
35.Logistic regression.mp4	11.6 MB
36.Bayesian inference.en.srt	11.4 KB
36.Bayesian inference.mp4	20.0 MB
37.✓ Challenge - Explaining baby weight at birth.en.srt	1.2 KB
37.✓ Challenge - Explaining baby weight at birth.mp4	2.9 MB
38.✓ Solution - Explaining baby weight at birth.en.srt	1.4 KB
38.✓ Solution - Explaining baby weight at birth.mp4	4.2 MB
/6.Conclusion/
39.Next steps.en.srt	3.3 KB
39.Next steps.mp4	3.0 MB
Total files 78