Applied Data Science Specialization

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561.57 MB | 00:13:31 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
01 project-scenario-and-overview.mp4 (5.64 MB)
01 data-collection-overview.mp4 (7.09 MB)
01 data-wrangling-overview.mp4 (4.71 MB)
01 exploratory-data-analysis-overview.mp4 (2.93 MB)
01 interactive-visual-analytics-and-dashboards.mp4 (4.18 MB)
01 predictive-analysis-overview.mp4 (1.8 MB)
01 elements-of-a-successful-data-findings-report.mp4 (7.52 MB)
02 best-practices-for-presenting-your-findings.mp4 (4.94 MB)
01 course-introduction.mp4 (4.45 MB)
02 understanding-the-data.mp4 (4.24 MB)
03 python-packages-for-data-science.mp4 (3.2 MB)
04 importing-and-exporting-data-in-python.mp4 (6.26 MB)
05 getting-started-analyzing-data-in-python.mp4 (6.44 MB)
06 accessing-databases-with-python.mp4 (5.03 MB)
01 pre-processing-data-in-python.mp4 (3.06 MB)
02 dealing-with-missing-values-in-python.mp4 (7.83 MB)
03 data-formatting-in-python.mp4 (4.8 MB)
04 data-normalization-in-python.mp4 (4.89 MB)
05 binning-in-python.mp4 (2.59 MB)
06 turning-categorical-variables-into-quantitative-variables-in-python.mp4 (2.84 MB)
01 exploratory-data-analysis.mp4 (1.96 MB)
02 descriptive-statistics.mp4 (6.3 MB)
03 groupby-in-python.mp4 (4.62 MB)
04 correlation.mp4 (3.66 MB)
05 correlation-statistics.mp4 (3.62 MB)
01 model-development.mp4 (2.79 MB)
02 linear-regression-and-multiple-linear-regression.mp4 (8.95 MB)
03 model-evaluation-using-visualization.mp4 (6.38 MB)
04 polynomial-regression-and-pipelines.mp4 (6.24 MB)
05 measures-for-in-sample-evaluation.mp4 (6.11 MB)
06 prediction-and-decision-making.mp4 (6.98 MB)
01 model-evaluation-and-refinement.mp4 (9.95 MB)
02 overfitting-underfitting-and-model-selection.mp4 (5.78 MB)
03 ridge-regression.mp4 (5.54 MB)
04 grid-search.mp4 (6.6 MB)
01 types.mp4 (3.95 MB)
01 expressions-and-variables.mp4 (5.17 MB)
01 string-operations.mp4 (5.92 MB)
01 list-and-tuples.mp4 (11.63 MB)
01 dictionaries.mp4 (4.2 MB)
01 sets.mp4 (7.18 MB)
01 conditions-and-branching.mp4 (13.3 MB)
01 loops.mp4 (8.82 MB)
01 functions.mp4 (17.83 MB)
01 exception-handling.mp4 (5.46 MB)
01 objects-and-classes.mp4 (14.23 MB)
01 reading-files-with-open.mp4 (4.92 MB)
02 writing-files-with-open.mp4 (4.34 MB)
01 loading-data-with-pandas.mp4 (4.43 MB)
02 pandas-working-with-and-saving-data.mp4 (2.97 MB)
01 one-dimensional-numpy.mp4 (13.96 MB)
02 two-dimensional-numpy.mp4 (9.5 MB)
01 simple-apis-part-1.mp4 (7.59 MB)
02 simple-apis-part-2.mp4 (2.31 MB)
01 rest-apis-http-requests-part-1.mp4 (5.71 MB)
02 rest-apis-http-requests-part-2.mp4 (6.74 MB)
03 optional-html-for-webscraping.mp4 (7.17 MB)
04 webscraping.mp4 (7.48 MB)
05 working-with-different-file-formats-csv-xml-json-xlsx.mp4 (5.7 MB)
01 welcome-to-the-course.mp4 (5.27 MB)
01 overview-of-data-visualization.mp4 (10.45 MB)
02 types-of-plots.mp4 (11.43 MB)
03 plot-libraries.mp4 (8.18 MB)
04 introduction-to-matplotlib.mp4 (8.97 MB)
05 basic-plotting-with-matplotlib.mp4 (5.96 MB)
06 dataset-on-immigration-to-canada.mp4 (4.55 MB)
07 line-plots.mp4 (5.71 MB)
01 area-plots.mp4 (7.69 MB)
02 histograms.mp4 (6.53 MB)
03 bar-charts.mp4 (4.76 MB)
01 pie-charts.mp4 (4.74 MB)
02 box-plots.mp4 (3.71 MB)
03 scatter-plots.mp4 (5.01 MB)
04 plotting-directly-with-matplotlib.mp4 (11.81 MB)
01 waffle-charts-word-cloud.mp4 (7.54 MB)
02 seaborn-and-regression-plots.mp4 (6 MB)
01 introduction-to-folium.mp4 (4.33 MB)
02 maps-with-markers.mp4 (8.07 MB)
03 choropleth-maps.mp4 (6.67 MB)
01 dashboarding-overview.mp4 (6.01 MB)
03 introduction-to-plotly.mp4 (7.94 MB)
01 introduction-to-dash.mp4 (4.95 MB)
03 make-dashboards-interactive.mp4 (7.62 MB)
05 understanding-the-lab-environment.mp4 (12.15 MB)
02 html-for-webscraping.mp4 (7.12 MB)
03 webscraping.mp4 (7.48 MB)]
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