[Coursera] Data Analysis with Python (02.2022)
File List
- 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.mp4 10.8 MB
- 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp4 9.4 MB
- 04_model-development/01_model-development/06_prediction-and-decision-making.mp4 8.7 MB
- 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp4 8.6 MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.mp4 7.5 MB
- 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp4 7.2 MB
- 04_model-development/01_model-development/03_model-evaluation-using-visualization.mp4 6.8 MB
- 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp4 6.7 MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp4 6.7 MB
- 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.mp4 6.5 MB
- 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp4 6.4 MB
- 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.mp4 6.0 MB
- 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp4 5.9 MB
- 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp4 5.5 MB
- 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.mp4 5.4 MB
- 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp4 5.1 MB
- 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.mp4 5.0 MB
- 01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp4 4.8 MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.mp4 4.7 MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.mp4 3.9 MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.mp4 3.7 MB
- 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp4 3.5 MB
- 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.mp4 3.3 MB
- 01_importing-datasets/01_importing-datasets/01_the-problem.mp4 3.1 MB
- 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.mp4 3.0 MB
- 04_model-development/01_model-development/01_model-development.mp4 2.8 MB
- 02_data-wrangling/01_data-wrangling/05_binning-in-python.mp4 2.7 MB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.mp4 1.9 MB
- 06_final-assignment/02_digital-badge/01_ibm-digital-badge_instructions.html 152.8 KB
- 06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_House_Sales_in_King_Count_USA.ipynb 17.0 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.srt 11.4 KB
- 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.srt 8.6 KB
- 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.srt 8.3 KB
- 04_model-development/01_model-development/03_model-evaluation-using-visualization.en.srt 6.8 KB
- 04_model-development/01_model-development/06_prediction-and-decision-making.en.srt 6.8 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.en.srt 6.8 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.txt 6.8 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.srt 6.8 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.srt 6.8 KB
- 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.srt 6.6 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.srt 6.5 KB
- 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.en.srt 6.4 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.srt 6.3 KB
- 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.srt 6.1 KB
- 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.txt 5.3 KB
- 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.srt 5.2 KB
- 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.txt 5.2 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.srt 5.0 KB
- 04_model-development/01_model-development/06_prediction-and-decision-making.en.txt 5.0 KB
- 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.srt 4.9 KB
- 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.srt 4.9 KB
- 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.srt 4.7 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.txt 4.3 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.txt 4.2 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.en.txt 4.1 KB
- 04_model-development/01_model-development/03_model-evaluation-using-visualization.en.txt 4.0 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.txt 4.0 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.txt 4.0 KB
- 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.en.txt 3.9 KB
- 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.txt 3.8 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.srt 3.7 KB
- 01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.srt 3.7 KB
- 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.srt 3.7 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.srt 3.7 KB
- 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.txt 3.5 KB
- 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.srt 3.5 KB
- 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.txt 3.4 KB
- 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.txt 3.2 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.txt 3.1 KB
- 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.txt 3.0 KB
- 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.txt 2.9 KB
- 01_importing-datasets/01_importing-datasets/01_the-problem.en.srt 2.9 KB
- 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt 2.5 KB
- 04_model-development/01_model-development/01_model-development.en.srt 2.5 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.txt 2.4 KB
- 04_model-development/01_model-development/07_lesson-summary_instructions.html 2.4 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.txt 2.3 KB
- 02_data-wrangling/01_data-wrangling/05_binning-in-python.en.srt 2.3 KB
- 01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.txt 2.2 KB
- 06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_instructions.html 2.2 KB
- 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.txt 2.2 KB
- 06_final-assignment/03_acknowledgments/01_course-creators_instructions.html 2.1 KB
- 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.txt 2.0 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/07_lesson-summary_instructions.html 1.9 KB
- 01_importing-datasets/01_importing-datasets/01_the-problem.en.txt 1.8 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/06_lesson-summary_instructions.html 1.7 KB
- 01_importing-datasets/01_importing-datasets/07_lesson-summary_instructions.html 1.6 KB
- 02_data-wrangling/01_data-wrangling/07_lesson-summary_instructions.html 1.6 KB
- 02_data-wrangling/01_data-wrangling/05_binning-in-python.en.txt 1.5 KB
- 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt 1.5 KB
- 04_model-development/01_model-development/01_model-development.en.txt 1.5 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.srt 1.5 KB
- 05_model-evaluation/01_model-evaluation-and-refinement/03_ridge-regression-introduction_instructions.html 1.3 KB
- 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.txt 1.1 KB
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