Lynda - Python Statistics Essential Training
Torrent Info
| Category | Other |
| Added | Friday 2nd June 2023 06:01:12 PM (3 years ago) |
| Size | 431.2 MB |
| Peers | 3 Peers (1 Seeders and 2 leechers) update |
| Downloaded | 22 times |
| Uploader | xHOBBiTx Thank You (0) Report Torrent 00/0 |
| Comments | None |
| Uploader Comments | None |
| Tags | English |
| Seeders | 1 |
| Leechers | 2 |
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| Filename | Size |
|---|---|
| 0.Introduction/01.Welcome.en.srt | 1.8 KB |
| 0.Introduction/01.Welcome.mp4 | 6.9 MB |
| 0.Introduction/02.What you need to know.en.srt | 1.5 KB |
| 0.Introduction/02.What you need to know.mp4 | 1.2 MB |
| 0.Introduction/03.Using the exercise files.en.srt | 1.4 KB |
| 0.Introduction/03.Using the exercise files.mp4 | 3.0 MB |
| 1.1. Installation and Setup/04.Install Anaconda Python on OS X.en.srt | 5.0 KB |
| 1.1. Installation and Setup/04.Install Anaconda Python on OS X.mp4 | 8.1 MB |
| 1.1. Installation and Setup/05.Install Anaconda Python on Windows.en.srt | 4.2 KB |
| 1.1. Installation and Setup/05.Install Anaconda Python on Windows.mp4 | 10.3 MB |
| 1.1. Installation and Setup/06.Working with Jupyter Notebook.en.srt | 3.6 KB |
| 1.1. Installation and Setup/06.Working with Jupyter Notebook.mp4 | 6.5 MB |
| 1.1. Installation and Setup/07.Using Python in the cloud.en.srt | 3.3 KB |
| 1.1. Installation and Setup/07.Using Python in the cloud.mp4 | 8.8 MB |
| 2.2. Importing and Cleaning Data/08.The structure of data.en.srt | 2.7 KB |
| 2.2. Importing and Cleaning Data/08.The structure of data.mp4 | 3.1 MB |
| 2.2. Importing and Cleaning Data/09.Create tidy data tables.en.srt | 7.1 KB |
| 2.2. Importing and Cleaning Data/09.Create tidy data tables.mp4 | 11.2 MB |
| 2.2. Importing and Cleaning Data/10.Introducing pandas.en.srt | 8.3 KB |
| 2.2. Importing and Cleaning Data/10.Introducing pandas.mp4 | 18.9 MB |
| 2.2. Importing and Cleaning Data/11.Data cleaning.en.srt | 13.2 KB |
| 2.2. Importing and Cleaning Data/11.Data cleaning.mp4 | 33.4 MB |
| 2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.en.srt | 1.6 KB |
| 2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.mp4 | 3.4 MB |
| 2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.en.srt | 3.7 KB |
| 2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.mp4 | 10.0 MB |
| 3.3. Visualizing and Describing Data/14.The power of visualization.en.srt | 8.4 KB |
| 3.3. Visualizing and Describing Data/14.The power of visualization.mp4 | 20.0 MB |
| 3.3. Visualizing and Describing Data/15.Describe distributions.en.srt | 6.9 KB |
| 3.3. Visualizing and Describing Data/15.Describe distributions.mp4 | 9.1 MB |
| 3.3. Visualizing and Describing Data/16.Plot distributions.en.srt | 8.1 KB |
| 3.3. Visualizing and Describing Data/16.Plot distributions.mp4 | 18.8 MB |
| 3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.en.srt | 5.8 KB |
| 3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.mp4 | 16.7 MB |
| 3.3. Visualizing and Describing Data/18.More quantitative variables.en.srt | 7.3 KB |
| 3.3. Visualizing and Describing Data/18.More quantitative variables.mp4 | 21.5 MB |
| 3.3. Visualizing and Describing Data/19.Describe categorical variables.en.srt | 5.6 KB |
| 3.3. Visualizing and Describing Data/19.Describe categorical variables.mp4 | 12.0 MB |
| 3.3. Visualizing and Describing Data/20.Plot categorical variables.en.srt | 4.3 KB |
| 3.3. Visualizing and Describing Data/20.Plot categorical variables.mp4 | 11.9 MB |
| 3.3. Visualizing and Describing Data/21.Personal email analytics.en.srt | 10.6 KB |
| 3.3. Visualizing and Describing Data/21.Personal email analytics.mp4 | 29.0 MB |
| 3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.en.srt | 526 bytes |
| 3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.mp4 | 1.3 MB |
| 3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.en.srt | 1.6 KB |
| 3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.mp4 | 4.6 MB |
| 4.4. Introduction to Statistical Inference/24.Statistical inference.en.srt | 2.3 KB |
| 4.4. Introduction to Statistical Inference/24.Statistical inference.mp4 | 2.9 MB |
| 4.4. Introduction to Statistical Inference/25.Confidence intervals.en.srt | 11.7 KB |
| 4.4. Introduction to Statistical Inference/25.Confidence intervals.mp4 | 17.2 MB |
| 4.4. Introduction to Statistical Inference/26.Bootstrapping.en.srt | 7.7 KB |
| 4.4. Introduction to Statistical Inference/26.Bootstrapping.mp4 | 17.1 MB |
| 4.4. Introduction to Statistical Inference/27.Hypothesis testing.en.srt | 9.1 KB |
| 4.4. Introduction to Statistical Inference/27.Hypothesis testing.mp4 | 19.5 MB |
| 4.4. Introduction to Statistical Inference/28.p values and confidence intervals.en.srt | 5.8 KB |
| 4.4. Introduction to Statistical Inference/28.p values and confidence intervals.mp4 | 13.4 MB |
| 4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.en.srt | 476 bytes |
| 4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.mp4 | 1.1 MB |
| 4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.en.srt | 1.6 KB |
| 4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.mp4 | 4.3 MB |
| 5.5. Introduction to Statistical Modeling/31.Statistical modeling.en.srt | 2.6 KB |
| 5.5. Introduction to Statistical Modeling/31.Statistical modeling.mp4 | 2.4 MB |
| 5.5. Introduction to Statistical Modeling/32.Fitting models to data.en.srt | 9.8 KB |
| 5.5. Introduction to Statistical Modeling/32.Fitting models to data.mp4 | 16.5 MB |
| 5.5. Introduction to Statistical Modeling/33.Goodness of fit.en.srt | 8.0 KB |
| 5.5. Introduction to Statistical Modeling/33.Goodness of fit.mp4 | 14.0 MB |
| 5.5. Introduction to Statistical Modeling/34.Cross validation.en.srt | 7.1 KB |
| 5.5. Introduction to Statistical Modeling/34.Cross validation.mp4 | 13.1 MB |
| 5.5. Introduction to Statistical Modeling/35.Logistic regression.en.srt | 7.4 KB |
| 5.5. Introduction to Statistical Modeling/35.Logistic regression.mp4 | 11.1 MB |
| 5.5. Introduction to Statistical Modeling/36.Bayesian inference.en.srt | 11.1 KB |
| 5.5. Introduction to Statistical Modeling/36.Bayesian inference.mp4 | 19.0 MB |
| 5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.en.srt | 1.2 KB |
| 5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.mp4 | 2.8 MB |
| 5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.en.srt | 1.3 KB |
| 5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.mp4 | 4.0 MB |
| 6.Conclusion/39.Next steps.en.srt | 3.2 KB |
| 6.Conclusion/39.Next steps.mp4 | 2.9 MB |
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