[Coursera] Data Analysis with Python (02.2022)

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Size

01_importing-datasets/01_importing-datasets/01_the-problem.en.srt

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01_importing-datasets/01_importing-datasets/01_the-problem.en.txt

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01_importing-datasets/01_importing-datasets/01_the-problem.mp4

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01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.srt

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01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.txt

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01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp4

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01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.srt

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01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.txt

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01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp4

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01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.srt

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01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.txt

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01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp4

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01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.srt

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01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.txt

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01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp4

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01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.srt

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01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.txt

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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

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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

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02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.txt

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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

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02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.txt

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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

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02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.txt

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02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp4

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02_data-wrangling/01_data-wrangling/05_binning-in-python.en.srt

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02_data-wrangling/01_data-wrangling/05_binning-in-python.en.txt

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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

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02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt

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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

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03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.srt

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03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.txt

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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

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03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.txt

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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

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03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.txt

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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

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03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.txt

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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

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03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.txt

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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

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03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.txt

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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

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04_model-development/01_model-development/01_model-development.en.txt

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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

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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

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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

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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

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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

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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

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06_final-assignment/02_digital-badge/01_ibm-digital-badge_instructions.html

153 kB

06_final-assignment/03_acknowledgments/01_course-creators_instructions.html

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