| [Coursera] Applied Data Science Specialization - 5 course series |
| |-- 0. Join Our Discord for More Awesome Stuff!.txt - 156 Bytes |
| | applied-data-science-capstone | 04_predictive-analysis-classification | 01_predictive-analysis-classification |-- 01_01_predictive-analysis-overview.en.txt - 732 Bytes |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 02_optional-intro-to-webscraping |-- 02_01_intro-to-web-scraping_instructions.html - 1.09 KB |
| | applied-data-science-capstone | 04_predictive-analysis-classification | 01_predictive-analysis-classification |-- 01_01_predictive-analysis-overview.en.srt - 1.14 KB |
| | python-for-applied-data-science-ai | 06_Resources | 01_python-cheat-sheet-the-basics |-- 01_01__resources.html - 1.16 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_01_exploratory-data-analysis.en.txt - 1.22 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_02_additional-resources-for-dashboards_instructions.html - 1.25 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 03_final-project-analyzing-stock-performance-and-building-a-dashboard |-- 03_07_optional-hands-on-lab-analyzing-historical-stock-revenue-data-and-building-a_instructions.html - 1.29 KB |
| | data-analysis-with-python | 06_final-assignment | 02_final-exam |-- 02_01_cheat-sheet-data-analysis-for-python_instructions.html - 1.33 KB |
| | python-for-applied-data-science-ai | 05_apis-and-data-collection | 04_course-wrap-up |-- 04_02_python-cheat-sheet-the-basics_instructions.html - 1.33 KB |
| | applied-data-science-capstone | 02_exploratory-data-analysis-eda | 01_exploratory-analysis-using-sql |-- 01_01_exploratory-data-analysis-overview.en.txt - 1.44 KB |
| | applied-data-science-capstone | 01_introduction | 04_data-wrangling |-- 04_01_data-wrangling-overview.en.txt - 1.44 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_02_additional-resources-for-dash_instructions.html - 1.47 KB |
| | applied-data-science-capstone | 03_interactive-visual-analytics-and-dashboard | 01_interactive-visual-analytics-and-dashboard |-- 01_01_interactive-visual-analytics-and-dashboards.en.txt - 1.48 KB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_01_model-development.en.txt - 1.51 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_05_binning-in-python.en.txt - 1.52 KB |
| | applied-data-science-capstone | 05_present-your-data-driven-insights | 03_credits-and-acknowledgments |-- 03_03_copyrights-and-trademarks_instructions.html - 1.53 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt - 1.53 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_04_additional-resources-for-interactive-dashboards_instructions.html - 1.56 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 01_about-the-course |-- 01_01_course-introduction.en.txt - 1.59 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_instructions.html - 1.61 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_01_course-introduction.en.txt - 1.68 KB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 02_pandas |-- 02_02_pandas-working-with-and-saving-data.en.txt - 1.77 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_04_additional-resources-for-plotly_instructions.html - 1.86 KB |
| | data-analysis-with-python | 06_final-assignment | 01_final-project |-- 01_02_submit-your-project-and-review-others_peer_assignment_instructions.html - 1.87 KB |
| | python-for-data-visualization | 05_final-project-and-exam | 02_course-wrap-up |-- 02_01_course-summary_instructions.html - 1.9 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_01_exploratory-data-analysis.en.srt - 1.91 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_01_pre-processing-data-in-python.en.txt - 2 KB |
| | applied-data-science-capstone | 02_exploratory-data-analysis-eda | 02_exploratory-analysis-using-pandas-and-matplotlib |-- 02_01_check-points-complete-the-eda-with-visualization_quiz.html - 2 KB |
| | applied-data-science-capstone | 02_exploratory-data-analysis-eda | 01_exploratory-analysis-using-sql |-- 01_02_check-points-exploratory-analysis-using-sql_quiz.html - 2.06 KB |
| | applied-data-science-capstone | 01_introduction | 03_collecting-the-data |-- 03_02_check-points-data-collection-api_quiz.html - 2.07 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 01_about-the-course |-- 01_02_about-this-course_instructions.html - 2.08 KB |
| | python-for-applied-data-science-ai | 02_python-data-structures | 02_dictionaries |-- 02_01_dictionaries.en.txt - 2.11 KB |
| | applied-data-science-capstone | 02_exploratory-data-analysis-eda | 01_exploratory-analysis-using-sql |-- 01_01_exploratory-data-analysis-overview.en.srt - 2.16 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_03_python-packages-for-data-science.en.txt - 2.18 KB |
| | applied-data-science-capstone | 01_introduction | 04_data-wrangling |-- 04_03_graded-quiz-data-wrangling-quiz_exam.html - 2.18 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 01_welcome |-- 01_01_course-introduction_instructions.html - 2.18 KB |
| | applied-data-science-capstone | 05_present-your-data-driven-insights | 03_credits-and-acknowledgments |-- 03_02_credits-and-acknowledgments_instructions.html - 2.19 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_02_box-plots.en.txt - 2.19 KB |
| | applied-data-science-capstone | 03_interactive-visual-analytics-and-dashboard | 01_interactive-visual-analytics-and-dashboard |-- 01_01_interactive-visual-analytics-and-dashboards.en.srt - 2.2 KB |
| | applied-data-science-capstone | 04_predictive-analysis-classification | 01_predictive-analysis-classification |-- 01_03_graded-quiz-predictive-analysisis_exam.html - 2.21 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 03_final-project-analyzing-stock-performance-and-building-a-dashboard |-- 03_03_extracting-stock-data-using-a-python-library_exam.html - 2.21 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_02_understanding-the-data.en.txt - 2.24 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 04_next-steps |-- 04_01_next-steps_instructions.html - 2.28 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_01_introduction-to-folium.en.txt - 2.31 KB |
| | applied-data-science-capstone | 04_predictive-analysis-classification | 01_predictive-analysis-classification |-- 01_02_check-points-predictive-analysis_quiz.html - 2.33 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_05_correlation-statistics.en.txt - 2.33 KB |
| | 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.en.txt - 2.38 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 04_expressions-and-variables |-- 04_02_carriage-return-r-in-python_instructions.html - 2.39 KB |
| | applied-data-science-capstone | 01_introduction | 04_data-wrangling |-- 04_02_check-points-data-wrangling_quiz.html - 2.39 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 03_types |-- 03_01_types.en.txt - 2.4 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_05_binning-in-python.en.srt - 2.41 KB |
| | applied-data-science-capstone | 01_introduction | 01_welcome |-- 01_01_course-introduction_instructions.html - 2.42 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_04_correlation.en.txt - 2.44 KB |
| | python-for-data-visualization | 05_final-project-and-exam | 02_course-wrap-up |-- 02_02_congratulations-and-next-steps_instructions.html - 2.46 KB |
| | applied-data-science-capstone | 01_introduction | 02_capstone-introduction-and-understanding-the-datasets |-- 02_01_project-scenario-and-overview.en.txt - 2.47 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 03_final-project-analyzing-stock-performance-and-building-a-dashboard |-- 03_02_stock-shares_instructions.html - 2.52 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_01_introduction-to-dash.en.txt - 2.57 KB |
| | data-analysis-with-python | 06_final-assignment | 01_final-project |-- 01_01_final-project-scenario_instructions.html - 2.57 KB |
| | data-analysis-with-python | 06_final-assignment | 04_acknowledgments |-- 04_01_congratulations-and-next-steps_instructions.html - 2.59 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_07_summary-creating-dashboards-with-plotly-and-dash_instructions.html - 2.62 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_01_course-introduction.en.srt - 2.67 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_01_pie-charts.en.txt - 2.68 KB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_06_dataset-on-immigration-to-canada.en.txt - 2.68 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 01_basic-visualization-tools |-- 01_03_bar-charts.en.txt - 2.74 KB |
| | applied-data-science-capstone | 01_introduction | 03_collecting-the-data |-- 03_03_graded-quiz-data-collection-api-with-webscraping_exam.html - 2.77 KB |
| | applied-data-science-capstone | 01_introduction | 04_data-wrangling |-- 04_01_data-wrangling-overview.en.srt - 2.83 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_03_data-formatting-in-python.en.txt - 2.84 KB |
| | applied-data-science-capstone | 05_present-your-data-driven-insights | 01_how-to-present-your-findings |-- 01_02_best-practices-for-presenting-your-findings.en.txt - 2.86 KB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_01_model-development.en.srt - 2.89 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 03_final-project-analyzing-stock-performance-and-building-a-dashboard |-- 03_04_extracting-stock-data-using-a-web-scraping_exam.html - 2.93 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_03_scatter-plots.en.txt - 2.94 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 03_final-project-analyzing-stock-performance-and-building-a-dashboard |-- 03_01_project-overview_instructions.html - 2.94 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 01_about-the-course |-- 01_01_course-introduction.en.srt - 2.94 KB |
| | data-analysis-with-python | 06_final-assignment | 04_acknowledgments |-- 04_02_thanks-from-the-course-team_instructions.html - 2.96 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt - 2.99 KB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 02_pandas |-- 02_02_pandas-working-with-and-saving-data.en.srt - 2.99 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_06_summary-basic-and-specialized-visualization-tools_instructions.html - 3.01 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_04_data-normalization-in-python.en.txt - 3.04 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_05_summary-advanced-visualizations-and-geospatial-data_instructions.html - 3.04 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 03_final-project-analyzing-stock-performance-and-building-a-dashboard |-- 03_05_optional-gamestop-stock-vs-tesla_instructions.html - 3.04 KB |
| | 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.en.txt - 3.09 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_03_groupby-in-python.en.txt - 3.12 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 04_expressions-and-variables |-- 04_01_expressions-and-variables.en.txt - 3.16 KB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_05_measures-for-in-sample-evaluation.en.txt - 3.18 KB |
| | applied-data-science-capstone | 01_introduction | 03_collecting-the-data |-- 03_01_data-collection-overview.en.txt - 3.18 KB |
| | 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.en.txt - 3.19 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 02_getting-started-with-python-and-jupyter |-- 02_03_getting-started-with-jupyter.en.txt - 3.2 KB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_07_line-plots.en.txt - 3.21 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_07_lesson-summary_instructions.html - 3.24 KB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 01_welcome-to-the-course |-- 01_01_welcome-to-the-course.en.txt - 3.27 KB |
| | python-for-data-visualization | 05_final-project-and-exam | 02_course-wrap-up |-- 02_03_thanks-from-the-course-team_instructions.html - 3.29 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 02_getting-started-with-python-and-jupyter |-- 02_01_introduction-to-python.en.txt - 3.32 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 05_string-operations |-- 05_01_string-operations.en.txt - 3.41 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_06_accessing-databases-with-python.en.txt - 3.41 KB |
| | python-for-applied-data-science-ai | 03_python-programming-fundamentals | 04_exception-handling |-- 04_01_exception-handling.en.txt - 3.43 KB |
| | 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.en.txt - 3.43 KB |
| | applied-data-science-capstone | 05_present-your-data-driven-insights | 02_final-presentation |-- 02_01_peer-review-submit-your-work-and-review-your-peers_peer_assignment_instructions.html - 3.46 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_02_box-plots.en.srt - 3.54 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_04_importing-and-exporting-data-in-python.en.txt - 3.54 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_03_choropleth-maps.en.txt - 3.58 KB |
| | applied-data-science-capstone | 03_interactive-visual-analytics-and-dashboard | 01_interactive-visual-analytics-and-dashboard |-- 01_02_check-points-interactive-visual-analytics-and-dashboard_quiz.html - 3.59 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 01_advanced-visualization-tools |-- 01_02_seaborn-and-regression-plots.en.txt - 3.69 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_02_understanding-the-data.en.srt - 3.69 KB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_01_pre-processing-data-in-python.en.srt - 3.71 KB |
| | 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.en.txt - 3.8 KB |
| | python-for-applied-data-science-ai | 02_python-data-structures | 02_dictionaries |-- 02_01_dictionaries.en.srt - 3.82 KB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_04_polynomial-regression-and-pipelines.en.txt - 3.83 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_04_correlation.en.srt - 3.86 KB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_05_basic-plotting-with-matplotlib.en.txt - 3.86 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 01_basic-visualization-tools |-- 01_02_histograms.en.txt - 3.86 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_01_dashboarding-overview.en.txt - 3.88 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_05_practice-quiz-creating-dashboards-with-plotly_quiz.html - 3.89 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_05_getting-started-analyzing-data-in-python.en.txt - 3.94 KB |
| | 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.en.txt - 3.95 KB |
| | python-for-applied-data-science-ai | 01_python-basics | 03_types |-- 03_01_types.en.srt - 3.95 KB |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_03_ridge-regression.en.txt - 3.96 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 02_optional-intro-to-webscraping |-- 02_02_html-for-webscraping.en.txt - 3.96 KB |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_04_grid-search.en.txt - 3.97 KB |
| | applied-data-science-capstone | 05_present-your-data-driven-insights | 03_credits-and-acknowledgments |-- 03_01_congratulations-and-next-steps_instructions.html - 3.99 KB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 02_pandas |-- 02_01_pandas-loading-data.en.txt - 3.99 KB |
| | applied-data-science-capstone | 01_introduction | 02_capstone-introduction-and-understanding-the-datasets |-- 02_01_project-scenario-and-overview.en.srt - 3.99 KB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_08_practice-quiz-introduction-to-data-visualization-tools_quiz.html - 4.01 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_03_introduction-to-plotly.en.txt - 4.01 KB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_03_model-evaluation-using-visualization.en.txt - 4.03 KB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_03_python-packages-for-data-science.en.srt - 4.06 KB |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_02_overfitting-underfitting-and-model-selection.en.txt - 4.07 KB |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_05_lesson-summary_instructions.html - 4.1 KB |
| | 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.en.srt - 4.1 KB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 02_optional-intro-to-webscraping |-- 02_03_webscraping.en.txt - 4.11 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.txt - 4.13 KB |
| | applied-data-science-capstone | 03_interactive-visual-analytics-and-dashboard | 01_interactive-visual-analytics-and-dashboard |-- 01_03_graded-quiz-interactive-visual-analytics-and-dashboard_exam.html - 4.13 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_06_practice-quiz-working-with-dash_quiz.html - 4.14 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_04_practice-quiz-visualizing-geospatial-data_quiz.html - 4.17 KB |
| | python-for-applied-data-science-ai | 02_python-data-structures | 03_sets |-- 03_01_sets.en.txt - 4.17 KB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_06_lesson-summary_instructions.html - 4.19 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_01_introduction-to-folium.en.srt - 4.2 KB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_03_make-dashboards-interactive.en.txt - 4.2 KB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 01_advanced-visualization-tools |-- 01_01_waffle-charts-word-cloud.en.txt - 4.21 KB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 01_basic-visualization-tools |-- 01_01_area-plots.en.txt - 4.21 KB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_06_prediction-and-decision-making.en.txt - 4.23 KB |
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| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_01_pre-processing-data-in-python.mp4 - 3.06 MB |
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| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_02_understanding-the-data.mp4 - 4.24 MB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_01_introduction-to-folium.mp4 - 4.33 MB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_01_course-introduction.mp4 - 4.45 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_06_dataset-on-immigration-to-canada.mp4 - 4.55 MB |
| | applied-data-science-capstone | 01_introduction | 04_data-wrangling |-- 04_01_data-wrangling-overview.mp4 - 4.71 MB |
| | data-analysis-with-python | 03_exploratory-data-analysis | 01_exploratory-data-analysis |-- 01_03_groupby-in-python.mp4 - 4.75 MB |
| | python-for-applied-data-science-ai | 01_python-basics | 04_expressions-and-variables |-- 04_01_expressions-and-variables.mp4 - 4.76 MB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 01_basic-visualization-tools |-- 01_03_bar-charts.mp4 - 4.76 MB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_03_data-formatting-in-python.mp4 - 4.8 MB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_04_data-normalization-in-python.mp4 - 4.89 MB |
| | python-for-applied-data-science-ai | 03_python-programming-fundamentals | 04_exception-handling |-- 04_01_exception-handling.mp4 - 4.92 MB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 02_pandas |-- 02_02_pandas-working-with-and-saving-data.mp4 - 4.93 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 - 4.94 MB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_01_introduction-to-dash.mp4 - 4.95 MB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_03_scatter-plots.mp4 - 5.01 MB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_06_accessing-databases-with-python.mp4 - 5.03 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 01_welcome-to-the-course |-- 01_01_welcome-to-the-course.mp4 - 5.27 MB |
| | python-for-applied-data-science-ai | 01_python-basics | 05_string-operations |-- 05_01_string-operations.mp4 - 5.37 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 |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_03_ridge-regression.mp4 - 5.54 MB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_05_measures-for-in-sample-evaluation.mp4 - 5.55 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 - 5.58 MB |
| | applied-data-science-capstone | 01_introduction | 02_capstone-introduction-and-understanding-the-datasets |-- 02_01_project-scenario-and-overview.mp4 - 5.64 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_07_line-plots.mp4 - 5.71 MB |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_02_overfitting-underfitting-and-model-selection.mp4 - 5.78 MB |
| | python-for-applied-data-science-ai | 01_python-basics | 02_getting-started-with-python-and-jupyter |-- 02_03_getting-started-with-jupyter.mp4 - 5.78 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_05_basic-plotting-with-matplotlib.mp4 - 5.96 MB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 01_advanced-visualization-tools |-- 01_02_seaborn-and-regression-plots.mp4 - 6 MB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_01_dashboarding-overview.mp4 - 6.01 MB |
| | python-for-applied-data-science-ai | 06_Resources | 01_python-cheat-sheet-the-basics |-- 01_01__Python Cheat Sheet - The Basics Coursera.pdf - 6.11 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 - 6.11 MB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_04_importing-and-exporting-data-in-python.mp4 - 6.26 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 | 04_model-development | 01_model-development |-- 01_03_model-evaluation-using-visualization.mp4 - 6.38 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 |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 01_basic-visualization-tools |-- 01_02_histograms.mp4 - 6.53 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 | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_03_choropleth-maps.mp4 - 6.67 MB |
| | python-for-applied-data-science-ai | 02_python-data-structures | 03_sets |-- 03_01_sets.mp4 - 6.89 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 - 6.91 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 - 6.93 MB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_06_prediction-and-decision-making.mp4 - 6.98 MB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_01_pie-charts.mp4 - 7.05 MB |
| | applied-data-science-capstone | 01_introduction | 03_collecting-the-data |-- 03_01_data-collection-overview.mp4 - 7.09 MB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 02_optional-intro-to-webscraping |-- 02_02_html-for-webscraping.mp4 - 7.12 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 - 7.29 MB |
| | python-project-for-data-science | 01_crowdsourcing-short-squeeze-dashboard | 02_optional-intro-to-webscraping |-- 02_03_webscraping.mp4 - 7.48 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 - 7.51 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 - 7.52 MB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 01_advanced-visualization-tools |-- 01_01_waffle-charts-word-cloud.mp4 - 7.54 MB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_03_make-dashboards-interactive.mp4 - 7.62 MB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 01_basic-visualization-tools |-- 01_01_area-plots.mp4 - 7.69 MB |
| | data-analysis-with-python | 02_data-wrangling | 01_data-wrangling |-- 01_02_dealing-with-missing-values-in-python.mp4 - 7.83 MB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 01_creating-dashboards-with-plotly |-- 01_03_introduction-to-plotly.mp4 - 7.94 MB |
| | python-for-data-visualization | 03_advanced-visualizations-and-geospatial-data | 02_visualizing-geospatial-data |-- 02_02_maps-with-markers.mp4 - 8.07 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_03_plot-libraries.mp4 - 8.18 MB |
| | python-for-applied-data-science-ai | 01_python-basics | 01_about-the-course |-- 01_01_course-introduction.mp4 - 8.2 MB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 03_numpy-in-python |-- 03_02_two-dimensional-numpy.mp4 - 8.56 MB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_02_linear-regression-and-multiple-linear-regression.mp4 - 8.95 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_04_introduction-to-matplotlib.mp4 - 8.97 MB |
| | data-analysis-with-python | 04_model-development | 01_model-development |-- 01_04_polynomial-regression-and-pipelines.mp4 - 9.61 MB |
| | data-analysis-with-python | 05_model-evaluation-and-refinement | 01_model-evaluation-and-refinement |-- 01_01_model-evaluation-and-refinement.mp4 - 9.95 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_01_overview-of-data-visualization.mp4 - 10.45 MB |
| | python-for-applied-data-science-ai | 05_apis-and-data-collection | 01_simple-apis |-- 01_01_application-program-interface.mp4 - 10.51 MB |
| | python-for-applied-data-science-ai | 02_python-data-structures | 01_lists-and-tuples |-- 01_01_lists-and-tuples.mp4 - 11.15 MB |
| | python-for-data-visualization | 01_introduction-to-data-visualization-tools | 02_introduction-to-data-visualization |-- 02_02_types-of-plots.mp4 - 11.43 MB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 02_pandas |-- 02_01_pandas-loading-data.mp4 - 11.78 MB |
| | python-for-applied-data-science-ai | 03_python-programming-fundamentals | 02_loops |-- 02_01_loops.mp4 - 11.81 MB |
| | python-for-data-visualization | 02_basic-and-specialized-visualization-tools | 02_specialized-visualization-tools |-- 02_04_plotting-directly-with-matplotlib.mp4 - 11.81 MB |
| | python-for-data-visualization | 04_creating-dashboards-with-plotly-and-dash | 02_working-with-dash |-- 02_05_understanding-the-lab-environment.mp4 - 12.15 MB |
| | data-analysis-with-python | 01_importing-data-sets | 01_importing-data-sets |-- 01_05_getting-started-analyzing-data-in-python.mp4 - 13.31 MB |
| | python-for-applied-data-science-ai | 04_working-with-data-in-python | 03_numpy-in-python |-- 03_01_one-dimensional-numpy.mp4 - 13.44 MB |
| | python-for-applied-data-science-ai | 03_python-programming-fundamentals | 05_objects-and-classes |-- 05_01_objects-and-classes.mp4 - 14.99 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 | 03_functions |-- 03_01_functions.mp4 - 25.59 MB |