Coursera Data Analysis with Python 02 2022

/.../01_importing-datasets/

01_the-problem.en.srt

01_the-problem.en.txt

01_the-problem.mp4

02_understanding-the-data.en.srt

02_understanding-the-data.en.txt

02_understanding-the-data.mp4

03_python-packages-for-data-science.en.srt

03_python-packages-for-data-science.en.txt

03_python-packages-for-data-science.mp4

04_importing-and-exporting-data-in-python.en.srt

04_importing-and-exporting-data-in-python.en.txt

04_importing-and-exporting-data-in-python.mp4

05_getting-started-analyzing-data-in-python.en.srt

05_getting-started-analyzing-data-in-python.en.txt

05_getting-started-analyzing-data-in-python.mp4

06_accessing-databases-with-python.en.srt

06_accessing-databases-with-python.en.txt

06_accessing-databases-with-python.mp4

07_lesson-summary_instructions.html

/.../01_data-wrangling/

01_pre-processing-data-in-python.en.srt

01_pre-processing-data-in-python.en.txt

01_pre-processing-data-in-python.mp4

02_dealing-with-missing-values-in-python.en.srt

02_dealing-with-missing-values-in-python.en.txt

02_dealing-with-missing-values-in-python.mp4

03_data-formatting-in-python.en.srt

03_data-formatting-in-python.en.txt

03_data-formatting-in-python.mp4

04_data-normalization-in-python.en.srt

04_data-normalization-in-python.en.txt

04_data-normalization-in-python.mp4

05_binning-in-python.en.srt

05_binning-in-python.en.txt

05_binning-in-python.mp4

06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt

06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt

06_turning-categorical-variables-into-quantitative-variables-in-python.mp4

07_lesson-summary_instructions.html

/.../01_exploratory-data-analysis/

01_exploratory-data-analysis.en.srt

01_exploratory-data-analysis.en.txt

01_exploratory-data-analysis.mp4

02_descriptive-statistics.en.srt

02_descriptive-statistics.en.txt

02_descriptive-statistics.mp4

03_groupby-in-python.en.srt

03_groupby-in-python.en.txt

03_groupby-in-python.mp4

04_correlation.en.srt

04_correlation.en.txt

04_correlation.mp4

05_correlation-statistics.en.srt

05_correlation-statistics.en.txt

05_correlation-statistics.mp4

06_association-between-two-categorical-variables-chi-square.en.srt

06_association-between-two-categorical-variables-chi-square.en.txt

06_association-between-two-categorical-variables-chi-square.mp4

07_lesson-summary_instructions.html

/.../01_model-development/

01_model-development.en.srt

01_model-development.en.txt

01_model-development.mp4

02_linear-regression-and-multiple-linear-regression.en.srt

02_linear-regression-and-multiple-linear-regression.en.txt

02_linear-regression-and-multiple-linear-regression.mp4

03_model-evaluation-using-visualization.en.srt

03_model-evaluation-using-visualization.en.txt

03_model-evaluation-using-visualization.mp4

04_polynomial-regression-and-pipelines.en.srt

04_polynomial-regression-and-pipelines.en.txt

04_polynomial-regression-and-pipelines.mp4

05_measures-for-in-sample-evaluation.en.srt

05_measures-for-in-sample-evaluation.en.txt

05_measures-for-in-sample-evaluation.mp4

06_prediction-and-decision-making.en.srt

06_prediction-and-decision-making.en.txt

06_prediction-and-decision-making.mp4

07_lesson-summary_instructions.html

/.../01_model-evaluation-and-refinement/

01_model-evaluation-and-refinement.en.srt

01_model-evaluation-and-refinement.en.txt

01_model-evaluation-and-refinement.mp4

02_overfitting-underfitting-and-model-selection.en.srt

02_overfitting-underfitting-and-model-selection.en.txt

02_overfitting-underfitting-and-model-selection.mp4

03_ridge-regression-introduction_instructions.html

04_ridge-regression.en.srt

04_ridge-regression.en.txt

04_ridge-regression.mp4

05_grid-search.en.srt

05_grid-search.en.txt

05_grid-search.mp4

06_lesson-summary_instructions.html

/.../01_house-sales-in-king-county-usa/

01_project-case-scenario_House_Sales_in_King_Count_USA.ipynb

01_project-case-scenario_instructions.html

/.../02_digital-badge/

01_ibm-digital-badge_instructions.html

/03_acknowledgments/

01_course-creators_instructions.html

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