[Coursera] Data Analysis with Python (02.2022)
| 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 | 2022-8-25 18:37 | 2024-5-28 22:56 | 115 | 155.8 MB | 28 |
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文件列表
- 01_importing-datasets/01_importing-datasets/01_the-problem.mp43.08MB
- 01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp44.76MB
- 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp43.53MB
- 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp46.71MB
- 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp46.36MB
- 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp45.53MB
- 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.mp43.35MB
- 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp48.58MB
- 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.mp45.04MB
- 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp45.13MB
- 02_data-wrangling/01_data-wrangling/05_binning-in-python.mp42.68MB
- 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.mp43MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.mp41.93MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp46.69MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.mp44.74MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.mp43.74MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.mp43.91MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.mp47.53MB
- 04_model-development/01_model-development/01_model-development.mp42.83MB
- 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp49.37MB
- 04_model-development/01_model-development/03_model-evaluation-using-visualization.mp46.76MB
- 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.mp46.5MB
- 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.mp45.41MB
- 04_model-development/01_model-development/06_prediction-and-decision-making.mp48.73MB
- 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.mp410.76MB
- 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp45.92MB
- 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.mp46.01MB
- 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp47.21MB
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