Download Lynda - Python Statistics Essential Training Torrent

Torrent Contents Size: 431.2 MB

Lynda - Python Statistics Essential Training

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01.Welcome.en.srt	SRT	1.8 KB
01.Welcome.mp4	MP4	6.9 MB
02.What you need to know.en.srt	SRT	1.5 KB
02.What you need to know.mp4	MP4	1.2 MB
03.Using the exercise files.en.srt	SRT	1.4 KB
03.Using the exercise files.mp4	MP4	3 MB
04.Install Anaconda Python on OS X.en.srt	SRT	5 KB
04.Install Anaconda Python on OS X.mp4	MP4	8.1 MB
05.Install Anaconda Python on Windows.en.srt	SRT	4.2 KB
05.Install Anaconda Python on Windows.mp4	MP4	10.3 MB
06.Working with Jupyter Notebook.en.srt	SRT	3.6 KB
06.Working with Jupyter Notebook.mp4	MP4	6.5 MB
07.Using Python in the cloud.en.srt	SRT	3.3 KB
07.Using Python in the cloud.mp4	MP4	8.8 MB
08.The structure of data.en.srt	SRT	2.7 KB
08.The structure of data.mp4	MP4	3.1 MB
09.Create tidy data tables.en.srt	SRT	7.1 KB
09.Create tidy data tables.mp4	MP4	11.2 MB
10.Introducing pandas.en.srt	SRT	8.3 KB
10.Introducing pandas.mp4	MP4	18.9 MB
11.Data cleaning.en.srt	SRT	13.2 KB
11.Data cleaning.mp4	MP4	33.4 MB
12.✓ Challenge - Personal email analytics.en.srt	SRT	1.6 KB
12.✓ Challenge - Personal email analytics.mp4	MP4	3.4 MB
13.✓ Solution - Personal email analytics.en.srt	SRT	3.7 KB
13.✓ Solution - Personal email analytics.mp4	MP4	10 MB
14.The power of visualization.en.srt	SRT	8.4 KB
14.The power of visualization.mp4	MP4	20 MB
15.Describe distributions.en.srt	SRT	6.9 KB
15.Describe distributions.mp4	MP4	9.1 MB
16.Plot distributions.en.srt	SRT	8.1 KB
16.Plot distributions.mp4	MP4	18.8 MB
17.Plots of two quantitative variables.en.srt	SRT	5.8 KB
17.Plots of two quantitative variables.mp4	MP4	16.7 MB
18.More quantitative variables.en.srt	SRT	7.3 KB
18.More quantitative variables.mp4	MP4	21.5 MB
19.Describe categorical variables.en.srt	SRT	5.6 KB
19.Describe categorical variables.mp4	MP4	12 MB
20.Plot categorical variables.en.srt	SRT	4.3 KB
20.Plot categorical variables.mp4	MP4	11.9 MB
21.Personal email analytics.en.srt	SRT	10.6 KB
21.Personal email analytics.mp4	MP4	29 MB
22.✓ Challenge - More email analytics.en.srt	SRT	512 B
22.✓ Challenge - More email analytics.mp4	MP4	1.3 MB
23.✓ Solution - More email analytics.en.srt	SRT	1.6 KB
23.✓ Solution - More email analytics.mp4	MP4	4.6 MB
24.Statistical inference.en.srt	SRT	2.3 KB
24.Statistical inference.mp4	MP4	2.9 MB
25.Confidence intervals.en.srt	SRT	11.7 KB
25.Confidence intervals.mp4	MP4	17.2 MB
26.Bootstrapping.en.srt	SRT	7.7 KB
26.Bootstrapping.mp4	MP4	17.1 MB
27.Hypothesis testing.en.srt	SRT	9.1 KB
27.Hypothesis testing.mp4	MP4	19.5 MB
28.p values and confidence intervals.en.srt	SRT	5.8 KB
28.p values and confidence intervals.mp4	MP4	13.4 MB
29.✓ Challenge - Bootstrapping grades.en.srt	SRT	512 B
29.✓ Challenge - Bootstrapping grades.mp4	MP4	1.1 MB
30.✓ Solution - Bootstrapping grades.en.srt	SRT	1.6 KB
30.✓ Solution - Bootstrapping grades.mp4	MP4	4.3 MB
31.Statistical modeling.en.srt	SRT	2.6 KB
31.Statistical modeling.mp4	MP4	2.4 MB
32.Fitting models to data.en.srt	SRT	9.8 KB
32.Fitting models to data.mp4	MP4	16.5 MB
33.Goodness of fit.en.srt	SRT	8 KB
33.Goodness of fit.mp4	MP4	14 MB
34.Cross validation.en.srt	SRT	7.1 KB
34.Cross validation.mp4	MP4	13.1 MB
35.Logistic regression.en.srt	SRT	7.4 KB
35.Logistic regression.mp4	MP4	11.1 MB
36.Bayesian inference.en.srt	SRT	11.1 KB
36.Bayesian inference.mp4	MP4	19 MB
37.✓ Challenge - Explaining baby weight at birth.en.srt	SRT	1.2 KB
37.✓ Challenge - Explaining baby weight at birth.mp4	MP4	2.8 MB
38.✓ Solution - Explaining baby weight at birth.en.srt	SRT	1.3 KB
38.✓ Solution - Explaining baby weight at birth.mp4	MP4	4 MB
39.Next steps.en.srt	SRT	3.2 KB
39.Next steps.mp4	MP4	2.9 MB

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Lynda - Python Statistics Essential Training

Torrent Contents Size: 431.2 MB

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