[Coursera] Applied Data Science Specialization - 5 course series

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python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/03_01_functions.mp4-25.59 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.mp4-14.99 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
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-data-visualization/04_creating-dashboards-with-plotly-and-dash/02_working-with-dash/02_05_understanding-the-lab-environment.mp4-12.15 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-applied-data-science-ai/03_python-programming-fundamentals/02_loops/02_01_loops.mp4-11.81 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-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/02_python-data-structures/01_lists-and-tuples/01_01_lists-and-tuples.mp4-11.15 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-data-visualization/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_01_overview-of-data-visualization.mp4-10.45 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
data-analysis-with-python/04_model-development/01_model-development/01_04_polynomial-regression-and-pipelines.mp4-9.61 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_02_linear-regression-and-multiple-linear-regression.mp4-8.95 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
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.mp4-8.18 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/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly/01_03_introduction-to-plotly.mp4-7.94 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/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_01_area-plots.mp4-7.69 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/03_advanced-visualizations-and-geospatial-data/01_advanced-visualization-tools/01_01_waffle-charts-word-cloud.mp4-7.54 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-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
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/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_02_html-for-webscraping.mp4-7.12 MB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_01_data-collection-overview.mp4-7.09 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/02_01_pie-charts.mp4-7.05 MB
data-analysis-with-python/04_model-development/01_model-development/01_06_prediction-and-decision-making.mp4-6.98 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
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/02_python-data-structures/03_sets/03_01_sets.mp4-6.89 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/02_03_choropleth-maps.mp4-6.67 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.mp4-6.53 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.mp4-6.38 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.mp4-6.26 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
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-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/01_introduction-to-data-visualization-tools/02_introduction-to-data-visualization/02_05_basic-plotting-with-matplotlib.mp4-5.96 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