TutorialPace com Lynda Python Statistics Essential Training TP | 33DB7F198B1A9C1FFB88658FA91F6F4B048505D1

TutorialPace com Lynda Python Statistics Essential Training TP

Name	[TutorialPace.com] Lynda - Python Statistics Essential Training - [TP]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	452.1 MB
Total Files	78
Hash	33DB7F198B1A9C1FFB88658FA91F6F4B048505D1

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