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[CourseClub.NET].url |
123B |
[DesireCourse.Com].url |
51B |
[FreeCourseSite.com].url |
127B |
01.Welcome.en.srt |
1.83KB |
01.Welcome.mp4 |
6.91MB |
02.What you need to know.en.srt |
1.51KB |
02.What you need to know.mp4 |
1.23MB |
03.Using the exercise files.en.srt |
1.36KB |
03.Using the exercise files.mp4 |
3.00MB |
04.Install Anaconda Python on OS X.en.srt |
5.02KB |
04.Install Anaconda Python on OS X.mp4 |
8.10MB |
05.Install Anaconda Python on Windows.en.srt |
4.20KB |
05.Install Anaconda Python on Windows.mp4 |
10.32MB |
06.Working with Jupyter Notebook.en.srt |
3.55KB |
06.Working with Jupyter Notebook.mp4 |
6.53MB |
07.Using Python in the cloud.en.srt |
3.32KB |
07.Using Python in the cloud.mp4 |
8.80MB |
08.The structure of data.en.srt |
2.73KB |
08.The structure of data.mp4 |
3.05MB |
09.Create tidy data tables.en.srt |
7.07KB |
09.Create tidy data tables.mp4 |
11.16MB |
10.Introducing pandas.en.srt |
8.30KB |
10.Introducing pandas.mp4 |
18.89MB |
11.Data cleaning.en.srt |
13.22KB |
11.Data cleaning.mp4 |
33.44MB |
12.✓ Challenge - Personal email analytics.en.srt |
1.59KB |
12.✓ Challenge - Personal email analytics.mp4 |
3.39MB |
13.✓ Solution - Personal email analytics.en.srt |
3.73KB |
13.✓ Solution - Personal email analytics.mp4 |
10.00MB |
14.The power of visualization.en.srt |
8.44KB |
14.The power of visualization.mp4 |
20.03MB |
15.Describe distributions.en.srt |
6.95KB |
15.Describe distributions.mp4 |
9.07MB |
16.Plot distributions.en.srt |
8.08KB |
16.Plot distributions.mp4 |
18.79MB |
17.Plots of two quantitative variables.en.srt |
5.84KB |
17.Plots of two quantitative variables.mp4 |
16.72MB |
18.More quantitative variables.en.srt |
7.26KB |
18.More quantitative variables.mp4 |
21.50MB |
19.Describe categorical variables.en.srt |
5.63KB |
19.Describe categorical variables.mp4 |
11.97MB |
20.Plot categorical variables.en.srt |
4.32KB |
20.Plot categorical variables.mp4 |
11.94MB |
21.Personal email analytics.en.srt |
10.57KB |
21.Personal email analytics.mp4 |
28.99MB |
22.✓ Challenge - More email analytics.en.srt |
526B |
22.✓ Challenge - More email analytics.mp4 |
1.33MB |
23.✓ Solution - More email analytics.en.srt |
1.63KB |
23.✓ Solution - More email analytics.mp4 |
4.63MB |
24.Statistical inference.en.srt |
2.31KB |
24.Statistical inference.mp4 |
2.88MB |
25.Confidence intervals.en.srt |
11.68KB |
25.Confidence intervals.mp4 |
17.18MB |
26.Bootstrapping.en.srt |
7.66KB |
26.Bootstrapping.mp4 |
17.06MB |
27.Hypothesis testing.en.srt |
9.06KB |
27.Hypothesis testing.mp4 |
19.52MB |
28.p values and confidence intervals.en.srt |
5.79KB |
28.p values and confidence intervals.mp4 |
13.35MB |
29.✓ Challenge - Bootstrapping grades.en.srt |
476B |
29.✓ Challenge - Bootstrapping grades.mp4 |
1.12MB |
30.✓ Solution - Bootstrapping grades.en.srt |
1.57KB |
30.✓ Solution - Bootstrapping grades.mp4 |
4.29MB |
31.Statistical modeling.en.srt |
2.56KB |
31.Statistical modeling.mp4 |
2.39MB |
32.Fitting models to data.en.srt |
9.77KB |
32.Fitting models to data.mp4 |
16.49MB |
33.Goodness of fit.en.srt |
8.00KB |
33.Goodness of fit.mp4 |
13.99MB |
34.Cross validation.en.srt |
7.09KB |
34.Cross validation.mp4 |
13.10MB |
35.Logistic regression.en.srt |
7.36KB |
35.Logistic regression.mp4 |
11.09MB |
36.Bayesian inference.en.srt |
11.13KB |
36.Bayesian inference.mp4 |
19.04MB |
37.✓ Challenge - Explaining baby weight at birth.en.srt |
1.18KB |
37.✓ Challenge - Explaining baby weight at birth.mp4 |
2.80MB |
38.✓ Solution - Explaining baby weight at birth.en.srt |
1.33KB |
38.✓ Solution - Explaining baby weight at birth.mp4 |
4.02MB |
39.Next steps.en.srt |
3.23KB |
39.Next steps.mp4 |
2.90MB |