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[Coursera] Data Analysis with Python (02.2022)

File Name
Size
01_importing-datasets/01_importing-datasets/01_the-problem.en.srt
2.9 kB
01_importing-datasets/01_importing-datasets/01_the-problem.en.txt
1.8 kB
01_importing-datasets/01_importing-datasets/01_the-problem.mp4
3.1 MB
01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.srt
3.7 kB
01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.txt
2.2 kB
01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp4
4.8 MB
01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.srt
3.5 kB
01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.txt
2.2 kB
01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp4
3.5 MB
01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.srt
6.1 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/04_importing-and-exporting-data-in-python.mp4
6.7 MB
01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.srt
6.6 kB
01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.txt
3.8 kB
01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp4
6.4 MB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.srt
5.2 kB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.txt
3.4 kB
01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp4
5.5 MB
01_importing-datasets/01_importing-datasets/07_lesson-summary_instructions.html
1.6 kB
02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.srt
3.7 kB
02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.txt
2.0 kB
02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.mp4
3.3 MB
02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.srt
8.3 kB
02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.txt
5.2 kB
02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp4
8.6 MB
02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.srt
4.7 kB
02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.txt
2.9 kB
02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.mp4
5.0 MB
02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.srt
4.9 kB
02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.txt
3.0 kB
02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp4
5.1 MB
02_data-wrangling/01_data-wrangling/05_binning-in-python.en.srt
2.3 kB
02_data-wrangling/01_data-wrangling/05_binning-in-python.en.txt
1.5 kB
02_data-wrangling/01_data-wrangling/05_binning-in-python.mp4
2.7 MB
02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt
2.5 kB
02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt
1.5 kB
02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.mp4
3.0 MB
02_data-wrangling/01_data-wrangling/07_lesson-summary_instructions.html
1.6 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.srt
1.5 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.txt
1.1 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.mp4
1.9 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.srt
6.8 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.txt
4.2 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp4
6.7 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.srt
5.0 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.txt
3.1 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.mp4
4.7 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.srt
3.7 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.txt
2.4 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.mp4
3.7 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.srt
3.7 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.txt
2.3 kB
03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.mp4
3.9 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.srt
6.3 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/06_association-between-two-categorical-variables-chi-square.mp4
7.5 MB
03_exploratory-data-analysis/01_exploratory-data-analysis/07_lesson-summary_instructions.html
1.9 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
1.5 kB
04_model-development/01_model-development/01_model-development.mp4
2.8 MB
04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.srt
8.6 kB
04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.txt
5.3 kB
04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp4
9.4 MB
04_model-development/01_model-development/03_model-evaluation-using-visualization.en.srt
6.8 kB
04_model-development/01_model-development/03_model-evaluation-using-visualization.en.txt
4.0 kB
04_model-development/01_model-development/03_model-evaluation-using-visualization.mp4
6.8 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
3.9 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
4.9 kB
04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.txt
3.2 kB
04_model-development/01_model-development/05_measures-for-in-sample-evaluation.mp4
5.4 MB
04_model-development/01_model-development/06_prediction-and-decision-making.en.srt
6.8 kB
04_model-development/01_model-development/06_prediction-and-decision-making.en.txt
5.0 kB
04_model-development/01_model-development/06_prediction-and-decision-making.mp4
8.7 MB
04_model-development/01_model-development/07_lesson-summary_instructions.html
2.4 kB
05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.srt
11 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/01_model-evaluation-and-refinement.mp4
11 MB
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/02_overfitting-underfitting-and-model-selection.en.txt
4.1 kB
05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp4
5.9 MB
05_model-evaluation/01_model-evaluation-and-refinement/03_ridge-regression-introduction_instructions.html
1.3 kB
05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.srt
6.8 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/04_ridge-regression.mp4
6.0 MB
05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.srt
6.5 kB
05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.txt
4.0 kB
05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp4
7.2 MB
05_model-evaluation/01_model-evaluation-and-refinement/06_lesson-summary_instructions.html
1.7 kB
06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_House_Sales_in_King_Count_USA.ipynb
17 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
153 kB
06_final-assignment/03_acknowledgments/01_course-creators_instructions.html
2.1 kB