| Python Statistics Essential Training/2.2. Importing and Cleaning Data/11.Data cleaning.mp4 |
33.4 MB |
| Python Statistics Essential Training/0.Introduction/01.Welcome.mp4 |
6.9 MB |
| Python Statistics Essential Training/0.Introduction/02.What you need to know.en.srt |
2 KB |
| Python Statistics Essential Training/0.Introduction/02.What you need to know.mp4 |
1.2 MB |
| Python Statistics Essential Training/0.Introduction/03.Using the exercise files.en.srt |
1 KB |
| Python Statistics Essential Training/0.Introduction/03.Using the exercise files.mp4 |
3 MB |
| Python Statistics Essential Training/1.1. Installation and Setup/04.Install Anaconda Python on OS X.en.srt |
5 KB |
| Python Statistics Essential Training/1.1. Installation and Setup/04.Install Anaconda Python on OS X.mp4 |
8.1 MB |
| Python Statistics Essential Training/1.1. Installation and Setup/05.Install Anaconda Python on Windows.en.srt |
4 KB |
| Python Statistics Essential Training/1.1. Installation and Setup/05.Install Anaconda Python on Windows.mp4 |
10.3 MB |
| Python Statistics Essential Training/1.1. Installation and Setup/06.Working with Jupyter Notebook.en.srt |
4 KB |
| Python Statistics Essential Training/1.1. Installation and Setup/06.Working with Jupyter Notebook.mp4 |
6.5 MB |
| Python Statistics Essential Training/1.1. Installation and Setup/07.Using Python in the cloud.en.srt |
3 KB |
| Python Statistics Essential Training/1.1. Installation and Setup/07.Using Python in the cloud.mp4 |
8.8 MB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/08.The structure of data.en.srt |
3 KB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/08.The structure of data.mp4 |
3.1 MB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/09.Create tidy data tables.en.srt |
7 KB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/09.Create tidy data tables.mp4 |
11.2 MB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/10.Introducing pandas.en.srt |
8 KB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/10.Introducing pandas.mp4 |
18.9 MB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/11.Data cleaning.en.srt |
13 KB |
| Python Statistics Essential Training/0.Introduction/01.Welcome.en.srt |
2 KB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.en.srt |
2 KB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.mp4 |
3.4 MB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.en.srt |
4 KB |
| Python Statistics Essential Training/2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.mp4 |
10 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/14.The power of visualization.en.srt |
8 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/14.The power of visualization.mp4 |
20 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/15.Describe distributions.en.srt |
7 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/15.Describe distributions.mp4 |
9.1 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/16.Plot distributions.en.srt |
8 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/16.Plot distributions.mp4 |
18.8 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.en.srt |
6 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.mp4 |
16.7 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/18.More quantitative variables.en.srt |
7 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/18.More quantitative variables.mp4 |
21.5 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/19.Describe categorical variables.en.srt |
6 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/19.Describe categorical variables.mp4 |
12 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/20.Plot categorical variables.en.srt |
4 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/20.Plot categorical variables.mp4 |
11.9 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/21.Personal email analytics.en.srt |
11 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/21.Personal email analytics.mp4 |
29 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.en.srt |
526 B |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.mp4 |
1.3 MB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.en.srt |
2 KB |
| Python Statistics Essential Training/3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.mp4 |
4.6 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/24.Statistical inference.en.srt |
2 KB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/24.Statistical inference.mp4 |
2.9 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/25.Confidence intervals.en.srt |
12 KB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/25.Confidence intervals.mp4 |
17.2 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/26.Bootstrapping.en.srt |
8 KB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/26.Bootstrapping.mp4 |
17.1 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/27.Hypothesis testing.en.srt |
9 KB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/27.Hypothesis testing.mp4 |
19.5 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/28.p values and confidence intervals.en.srt |
6 KB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/28.p values and confidence intervals.mp4 |
13.4 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.en.srt |
476 B |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.mp4 |
1.1 MB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.en.srt |
2 KB |
| Python Statistics Essential Training/4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.mp4 |
4.3 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/31.Statistical modeling.en.srt |
3 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/31.Statistical modeling.mp4 |
2.4 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/32.Fitting models to data.en.srt |
10 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/32.Fitting models to data.mp4 |
16.5 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/33.Goodness of fit.en.srt |
8 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/33.Goodness of fit.mp4 |
14 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/34.Cross validation.en.srt |
7 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/34.Cross validation.mp4 |
13.1 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/35.Logistic regression.en.srt |
7 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/35.Logistic regression.mp4 |
11.1 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/36.Bayesian inference.en.srt |
11 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/36.Bayesian inference.mp4 |
19 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.en.srt |
1 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.mp4 |
2.8 MB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.en.srt |
1 KB |
| Python Statistics Essential Training/5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.mp4 |
4 MB |
| Python Statistics Essential Training/6.Conclusion/39.Next steps.en.srt |
3 KB |
| Python Statistics Essential Training/6.Conclusion/39.Next steps.mp4 |
2.9 MB |
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