LinkedIn - Python Statistics Essential Training 2023-8
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2024-12-21 09:23 | 2024-12-22 13:37 | 7 | 392.21 MB | 31 |
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文件列表
- 02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp441.69MB
- 01 - Introduction/01 - Being a Python statistics MVP.mp43.4MB
- 01 - Introduction/02 - What you should know.mp4998.65KB
- 01 - Introduction/03 - Using GitHub Codespaces with this course.mp47.82MB
- 02 - 1. Loading and Cleaning Data/01 - Loading data.mp413.31MB
- 02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp435.71MB
- 02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp414.6MB
- 02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.mp43.22MB
- 02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp415.03MB
- 03 - 2. Exploring and Visualizing/01 - Categorical exploration.mp47.7MB
- 03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp48.05MB
- 03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp419.34MB
- 03 - 2. Exploring and Visualizing/04 - Correlations.mp425.99MB
- 03 - 2. Exploring and Visualizing/05 - Scatter plots.mp415.49MB
- 03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp425.65MB
- 03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp413.56MB
- 03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.mp4802.08KB
- 03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.mp46.84MB
- 04 - 3. Linear Regressions/01 - Linear regression.mp416.74MB
- 04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp410.22MB
- 04 - 3. Linear Regressions/03 - Standardizing values.mp418.96MB
- 04 - 3. Linear Regressions/04 - Regression with XGBoost.mp419.92MB
- 04 - 3. Linear Regressions/05 - Challenge Predict Ames.mp41.22MB
- 04 - 3. Linear Regressions/06 - Solution Predict Ames.mp48.8MB
- 05 - 4. Hypothesis Tests/01 - Exploring data.mp46.59MB
- 05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp412.61MB
- 05 - 4. Hypothesis Tests/03 - Running statistical tests.mp412.74MB
- 05 - 4. Hypothesis Tests/04 - Testing for normality.mp49.66MB
- 05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.mp4646.88KB
- 05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp49.25MB
- 06 - Conclusion/01 - Next steps.mp45.71MB
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