[Coursera] Applied Data Science Specialization - 5 course series

Creation Time	Jan. 21, 2025, 4:23 a.m.
Last Access Time	Nov. 30, 2025, 11:08 p.m.
File Size	623.3 MB
Keywords	Applied Specialization series Coursera - course 5 Science Data
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Total Files	350
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python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/03_01_functions.mp4 25.6 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/01_conditions-and-branching/01_01_conditions-and-branching.mp4 16.9 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/05_objects-and-classes/05_01_objects-and-classes.mp4 15.0 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/03_01_one-dimensional-numpy.mp4 13.4 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_05_getting-started-analyzing-data-in-python.mp4 13.3 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/02_working-with-dash/02_05_understanding-the-lab-environment.mp4 12.2 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_04_plotting-directly-with-matplotlib.mp4 11.8 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/02_loops/02_01_loops.mp4 11.8 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/02_pandas/02_01_pandas-loading-data.mp4 11.8 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_02_types-of-plots.mp4 11.4 MB
python-for-applied-data-science-ai/02_python-data-structures/01_lists-and-tuples/01_01_lists-and-tuples.mp4 11.2 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/01_simple-apis/01_01_application-program-interface.mp4 10.5 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_01_overview-of-data-visualization.mp4 10.4 MB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_01_model-evaluation-and-refinement.mp4 10.0 MB
data-analysis-with-python/04_model-development/01_model-development/01_04_polynomial-regression-and-pipelines.mp4 9.6 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_04_introduction-to-matplotlib.mp4 9.0 MB
data-analysis-with-python/04_model-development/01_model-development/01_02_linear-regression-and-multiple-linear-regression.mp4 8.9 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/03_02_two-dimensional-numpy.mp4 8.6 MB
python-for-applied-data-science-ai/01_python-basics/01_about-the-course/01_01_course-introduction.mp4 8.2 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_03_plot-libraries.mp4 8.2 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/02_02_maps-with-markers.mp4 8.1 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly/01_03_introduction-to-plotly.mp4 7.9 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_02_dealing-with-missing-values-in-python.mp4 7.8 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_01_area-plots.mp4 7.7 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/02_working-with-dash/02_03_make-dashboards-interactive.mp4 7.6 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/01_advanced-visualization-tools/01_01_waffle-charts-word-cloud.mp4 7.5 MB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_01_elements-of-a-successful-data-findings-report.mp4 7.5 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/01_reading-and-writing-files-with-open/01_01_reading-files-with-open.mp4 7.5 MB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/02_optional-intro-to-webscraping/02_03_webscraping.mp4 7.5 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-web-scraping-and-working-with-files/02_03_optional-html-for-web-scraping.mp4 7.3 MB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/02_optional-intro-to-webscraping/02_02_html-for-webscraping.mp4 7.1 MB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_01_data-collection-overview.mp4 7.1 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_01_pie-charts.mp4 7.0 MB
data-analysis-with-python/04_model-development/01_model-development/01_06_prediction-and-decision-making.mp4 7.0 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-web-scraping-and-working-with-files/02_04_optional-web-scraping.mp4 6.9 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-web-scraping-and-working-with-files/02_02_rest-apis-http-requests-part-2.mp4 6.9 MB
python-for-applied-data-science-ai/02_python-data-structures/03_sets/03_01_sets.mp4 6.9 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/02_03_choropleth-maps.mp4 6.7 MB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_04_grid-search.mp4 6.6 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_02_histograms.mp4 6.5 MB
python-for-applied-data-science-ai/01_python-basics/02_getting-started-with-python-and-jupyter/02_01_introduction-to-python.mp4 6.4 MB
data-analysis-with-python/04_model-development/01_model-development/01_03_model-evaluation-using-visualization.mp4 6.4 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_02_descriptive-statistics.mp4 6.3 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_04_importing-and-exporting-data-in-python.mp4 6.3 MB
python-for-applied-data-science-ai/06_Resources/01_python-cheat-sheet-the-basics/01_01__Python Cheat Sheet - The Basics Coursera.pdf 6.1 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/04_course-wrap-up/04_02_python-cheat-sheet-the-basics_Python Cheat Sheet - The Basics Coursera.pdf 6.1 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly/01_01_dashboarding-overview.mp4 6.0 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/01_advanced-visualization-tools/01_02_seaborn-and-regression-plots.mp4 6.0 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_05_basic-plotting-with-matplotlib.mp4 6.0 MB
python-for-applied-data-science-ai/01_python-basics/02_getting-started-with-python-and-jupyter/02_03_getting-started-with-jupyter.mp4 5.8 MB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_02_overfitting-underfitting-and-model-selection.mp4 5.8 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_07_line-plots.mp4 5.7 MB
applied-data-science-capstone/01_introduction/02_capstone-introduction-and-understanding-the-datasets/02_01_project-scenario-and-overview.mp4 5.6 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-web-scraping-and-working-with-files/02_05_working-with-different-file-formats-csv-xml-json-xlsx.mp4 5.6 MB
data-analysis-with-python/04_model-development/01_model-development/01_05_measures-for-in-sample-evaluation.mp4 5.5 MB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_03_ridge-regression.mp4 5.5 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-web-scraping-and-working-with-files/02_01_rest-apis-http-requests-part-1.mp4 5.4 MB
python-for-applied-data-science-ai/01_python-basics/05_string-operations/05_01_string-operations.mp4 5.4 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/01_welcome-to-the-course/01_01_welcome-to-the-course.mp4 5.3 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_06_accessing-databases-with-python.mp4 5.0 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_03_scatter-plots.mp4 5.0 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/02_working-with-dash/02_01_introduction-to-dash.mp4 5.0 MB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_02_best-practices-for-presenting-your-findings.mp4 4.9 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/02_pandas/02_02_pandas-working-with-and-saving-data.mp4 4.9 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/04_exception-handling/04_01_exception-handling.mp4 4.9 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_04_data-normalization-in-python.mp4 4.9 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_03_data-formatting-in-python.mp4 4.8 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_03_bar-charts.mp4 4.8 MB
python-for-applied-data-science-ai/01_python-basics/04_expressions-and-variables/04_01_expressions-and-variables.mp4 4.8 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_03_groupby-in-python.mp4 4.7 MB
applied-data-science-capstone/01_introduction/04_data-wrangling/04_01_data-wrangling-overview.mp4 4.7 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_06_dataset-on-immigration-to-canada.mp4 4.5 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_01_course-introduction.mp4 4.5 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/02_01_introduction-to-folium.mp4 4.3 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_02_understanding-the-data.mp4 4.2 MB
applied-data-science-capstone/03_interactive-visual-analytics-and-dashboard/01_interactive-visual-analytics-and-dashboard/01_01_interactive-visual-analytics-and-dashboards.mp4 4.2 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/01_reading-and-writing-files-with-open/01_02_writing-files-with-open.mp4 3.9 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_02_box-plots.mp4 3.7 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_04_correlation.mp4 3.7 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_05_correlation-statistics.mp4 3.6 MB
python-for-applied-data-science-ai/01_python-basics/03_types/03_01_types.mp4 3.6 MB
python-for-applied-data-science-ai/02_python-data-structures/02_dictionaries/02_01_dictionaries.mp4 3.5 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_03_python-packages-for-data-science.mp4 3.2 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_01_pre-processing-data-in-python.mp4 3.1 MB
applied-data-science-capstone/02_exploratory-data-analysis-eda/01_exploratory-analysis-using-sql/01_01_exploratory-data-analysis-overview.mp4 2.9 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly/01_04_additional-resources-for-plotly_plotly_js_cheat_sheet.pdf 2.9 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_06_turning-categorical-variables-into-quantitative-variables-in-python.mp4 2.8 MB
data-analysis-with-python/04_model-development/01_model-development/01_01_model-development.mp4 2.8 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_05_binning-in-python.mp4 2.6 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_01_exploratory-data-analysis.mp4 2.0 MB
applied-data-science-capstone/04_predictive-analysis-classification/01_predictive-analysis-classification/01_01_predictive-analysis-overview.mp4 1.8 MB
data-analysis-with-python/06_final-assignment/02_final-exam/02_01_cheat-sheet-data-analysis-for-python_Python Cheat Sheet for Data Analysis.pdf 568.5 KB
python-for-applied-data-science-ai/01_python-basics/01_about-the-course/01_04_helpful-tips-for-course-completion_instructions.html 451.8 KB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/03_final-project-analyzing-stock-performance-and-building-a-dashboard/03_08_analyzing-historical-stock-revenue-data-and-building-a-dashboard_peer_assignment_instructions.html 320.5 KB
python-for-data-visualization/05_final-project-and-exam/03_digital-badge/03_01_ibm-digital-badge_instructions.html 153.5 KB
data-analysis-with-python/06_final-assignment/03_digital-badge/03_01_ibm-digital-badge_instructions.html 152.8 KB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_07_graded-quiz-basic-and-specialized-visualization-tools_exam.html 33.7 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/01_welcome-to-the-course/01_03_syllabus_instructions.html 22.7 KB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/03_01_one-dimensional-numpy.en.srt 18.2 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/05_objects-and-classes/05_01_objects-and-classes.en.srt 16.9 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/03_01_functions.en.srt 16.6 KB
data-analysis-with-python/06_final-assignment/01_final-project/01_01_final-project-scenario_House_Sales_in_King_Count_USA.ipynb 16.5 KB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/03_final-project-analyzing-stock-performance-and-building-a-dashboard/03_06_optional-jupyter-notebook-to-complete-your-final-project_Final Assignment.ipynb 15.7 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/01_conditions-and-branching/01_01_conditions-and-branching.en.srt 15.5 KB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_04_practice-quiz-basic-visualization-tools_quiz.html 14.2 KB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_01_model-evaluation-and-refinement.en.srt 12.9 KB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/03_02_two-dimensional-numpy.en.srt 12.0 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_01_overview-of-data-visualization.en.srt 11.8 KB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_04_plotting-directly-with-matplotlib.en.srt 11.6 KB
python-for-applied-data-science-ai/02_python-data-structures/01_lists-and-tuples/01_01_lists-and-tuples.en.srt 11.3 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/03_01_functions.en.txt 11.2 KB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/02_working-with-dash/02_05_understanding-the-lab-environment.en.srt 11.0 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_02_types-of-plots.en.srt 10.8 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_04_introduction-to-matplotlib.en.srt 10.6 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/05_objects-and-classes/05_01_objects-and-classes.en.txt 10.0 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/02_loops/02_01_loops.en.srt 9.9 KB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/03_01_one-dimensional-numpy.en.txt 9.5 KB
python-for-applied-data-science-ai/05_apis-and-data-collection/03_module-5-summary-cheatsheet-graded-quiz-and-glossary/03_01_module-5-summary-apis-and-data-collection_instructions.html 9.1 KB
python-for-applied-data-science-ai/04_working-with-data-in-python/04_module-4-summary-cheatsheet-graded-quiz-and-glossary/04_01_module-4-summary-working-with-data-in-python_instructions.html 8.9 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/01_conditions-and-branching/01_01_conditions-and-branching.en.txt 8.8 KB
python-for-applied-data-science-ai/03_python-programming-fundamentals/06_module-3-summary-cheatsheet-graded-quiz-and-glossary/06_01_module-3-summary-python-programming-fundamentals_instructions.html 8.8 KB
data-analysis-with-python/04_model-development/01_model-development/01_02_linear-regression-and-multiple-linear-regression.en.srt 8.4 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_03_plot-libraries.en.srt 8.3 KB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_02_dealing-with-missing-values-in-python.en.srt 8.2 KB
data-analysis-with-python/04_model-development/01_model-development/01_06_prediction-and-decision-making.en.srt 8.1 KB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/02_02_maps-with-markers.en.srt 8.0 KB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_01_area-plots.en.srt 8.0 KB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_02_descriptive-statistics.en.srt 7.8 KB
python-for-applied-data-science-ai/04_working-with-data-in-python/02_pandas/02_01_pandas-loading-data.en.srt 7.7 KB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_02_overfitting-underfitting-and-model-selection.en.srt 7.7 KB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly/01_03_introduction-to-plotly.en.srt 7.7 KB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_03_ridge-regression.en.srt 7.5 KB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_05_getting-started-analyzing-data-in-python.en.srt 7.5 KB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly/01_01_dashboarding-overview.en.srt 7.4 KB
python-for-applied-data-science-ai/02_python-data-structures/03_sets/03_01_sets.en.srt 7.3 KB
python-for-applied-data-science-ai/02_python-data-structures/01_lists-and-tuples/01_01_lists-and-tuples.en.txt 7.3 KB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/02_06_graded-quiz-advanced-visualizations-and-geospatial-data_exam.html 7.0 KB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_01_elements-of-a-successful-data-findings-report.en.srt 7.0 KB
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python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_10_graded-quiz-introduction-to-data-visualization-tools_exam.html 6.8 KB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/02_working-with-dash/02_03_make-dashboards-interactive.en.srt 6.8 KB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/01_advanced-visualization-tools/01_01_waffle-charts-word-cloud.en.srt 6.8 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/01_welcome-to-the-course/01_02_how-to-make-the-most-of-this-course_instructions.html 6.8 KB
data-analysis-with-python/04_model-development/01_model-development/01_03_model-evaluation-using-visualization.en.srt 6.7 KB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_01_model-evaluation-and-refinement.en.txt 6.7 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_02_types-of-plots.en.txt 6.7 KB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-web-scraping-and-working-with-files/02_04_optional-web-scraping.en.srt 6.6 KB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/02_optional-intro-to-webscraping/02_03_webscraping.en.srt 6.5 KB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_04_grid-search.en.srt 6.5 KB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_01_overview-of-data-visualization.en.txt 6.4 KB
data-analysis-with-python/04_model-development/01_model-development/01_07_lesson-summary_instructions.html 6.3 KB
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