[Coursera] Data Analysis with Python (02.2022)
大小
156.22 MB
文件数
94
Info Hash:
96F7601EEA17AC16846FFFD54FDC36E3224BD05F
收录时间
2025-12-18 18:42:10
更新时间
2025-12-18 18:42:10
文件列表 (94)
01_importing-datasets/01_importing-datasets/01_the-problem.en.srt
2.88 KB
01_importing-datasets/01_importing-datasets/01_the-problem.en.txt
1.76 KB
01_importing-datasets/01_importing-datasets/01_the-problem.mp4
3.08 MB
01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.srt
3.73 KB
01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.txt
2.24 KB
01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp4
4.76 MB
01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.srt
3.49 KB
01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.txt
2.17 KB
01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp4
3.53 MB
01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.srt
6.08 KB
01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.txt
3.53 KB
01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp4
6.71 MB
01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.srt
6.59 KB
01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.txt
3.84 KB
01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp4
6.36 MB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.srt
5.24 KB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.txt
3.43 KB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp4
5.53 MB
01_importing-datasets/01_importing-datasets/07_lesson-summary_instructions.html
1.62 KB
02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.srt
3.71 KB
02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.txt
1.99 KB
02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.mp4
3.35 MB
02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.srt
8.31 KB
02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.txt
5.16 KB
02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp4
8.58 MB
02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.srt
4.74 KB
02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.txt
2.89 KB
02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.mp4
5.04 MB
02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.srt
4.89 KB
02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.txt
3.01 KB
02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp4
5.13 MB
02_data-wrangling/01_data-wrangling/05_binning-in-python.en.srt
2.33 KB
02_data-wrangling/01_data-wrangling/05_binning-in-python.en.txt
1.54 KB
02_data-wrangling/01_data-wrangling/05_binning-in-python.mp4
2.68 MB
02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt
2.52 KB
02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt
1.53 KB
02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.mp4
3 MB
02_data-wrangling/01_data-wrangling/07_lesson-summary_instructions.html
1.59 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.srt
1.46 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.txt
1.08 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.mp4
1.93 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.srt
6.76 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.txt
4.24 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp4
6.69 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.srt
5.04 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.txt
3.13 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.mp4
4.74 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.srt
3.74 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.txt
2.42 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.mp4
3.74 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.srt
3.68 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.txt
2.33 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.mp4
3.91 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.srt
6.34 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.txt
4.32 KB
03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.mp4
7.53 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/07_lesson-summary_instructions.html
1.87 KB
04_model-development/01_model-development/01_model-development.en.srt
2.5 KB
04_model-development/01_model-development/01_model-development.en.txt
1.51 KB
04_model-development/01_model-development/01_model-development.mp4
2.83 MB
04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.srt
8.57 KB
04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.txt
5.26 KB
04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp4
9.37 MB
04_model-development/01_model-development/03_model-evaluation-using-visualization.en.srt
6.85 KB
04_model-development/01_model-development/03_model-evaluation-using-visualization.en.txt
4.04 KB
04_model-development/01_model-development/03_model-evaluation-using-visualization.mp4
6.76 MB
04_model-development/01_model-development/04_polynomial-regression-and-pipelines.en.srt
6.4 KB
04_model-development/01_model-development/04_polynomial-regression-and-pipelines.en.txt
3.85 KB
04_model-development/01_model-development/04_polynomial-regression-and-pipelines.mp4
6.5 MB
04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.srt
4.91 KB
04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.txt
3.16 KB
04_model-development/01_model-development/05_measures-for-in-sample-evaluation.mp4
5.41 MB
04_model-development/01_model-development/06_prediction-and-decision-making.en.srt
6.83 KB
04_model-development/01_model-development/06_prediction-and-decision-making.en.txt
4.99 KB
04_model-development/01_model-development/06_prediction-and-decision-making.mp4
8.73 MB
04_model-development/01_model-development/07_lesson-summary_instructions.html
2.39 KB
05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.srt
11.42 KB
05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.txt
6.81 KB
05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.mp4
10.76 MB
05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.en.srt
6.83 KB
05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.en.txt
4.11 KB
05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp4
5.92 MB
05_model-evaluation/01_model-evaluation-and-refinement/03_ridge-regression-introduction_instructions.html
1.31 KB
05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.srt
6.79 KB
05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.txt
4.02 KB
05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.mp4
6.01 MB
05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.srt
6.51 KB
05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.txt
3.97 KB
05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp4
7.21 MB
05_model-evaluation/01_model-evaluation-and-refinement/06_lesson-summary_instructions.html
1.74 KB
06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_House_Sales_in_King_Count_USA.ipynb
17.03 KB
06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_instructions.html
2.2 KB
06_final-assignment/02_digital-badge/01_ibm-digital-badge_instructions.html
152.79 KB
06_final-assignment/03_acknowledgments/01_course-creators_instructions.html
2.13 KB