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[Coursera] Data Analysis with Python (02.2022)
magnet:?xt=urn:btih:96f7601eea17ac16846fffd54fdc36e3224bd05f&dn=[Coursera] Data Analysis with Python (02.2022)
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文件列表详情
96f7601eea17ac16846fffd54fdc36e3224bd05f
infohash:
28
文件数量
155.8 MB
文件大小
2022-8-25 18:37
创建日期
2024-7-12 00:47
最后访问
相关分词
Coursera
Data
Analysis
with
Python
02
2022
01_importing-datasets/01_importing-datasets/01_the-problem.mp4 3.08 MB
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.mp4 3.53 MB
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.mp4 6.36 MB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp4 5.53 MB
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.mp4 8.58 MB
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.mp4 5.13 MB
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.mp4 3 MB
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.mp4 6.69 MB
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.mp4 3.74 MB
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.mp4 7.53 MB
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.mp4 9.37 MB
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.mp4 6.5 MB
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.mp4 8.73 MB
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.mp4 5.92 MB
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.mp4 7.21 MB
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