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Learn to use Python for Data Visualization. Practical project on applying Python for visualizing & predicting Covid-19.
An excellent training about Business Analytics & Intelligence
Data Visualization in Python with Covid-19 Analysis Project
Data Visualization with Python – course syllabus1. Introduction to Data VisualizationWhat is data visualizationBenefits of data visualizationImportance of data visualizationTop Python Libraries for Data Visualization2. MatplotlibIntroduction to MatplotlibInstall Matplotlib with pipBasic Plotting with MatplotlibPlotting two or more lines on the same plot3. Numpy and PandasWhat is numpy?Why use numpy?Installation of numpyExample of numpyWhat is a panda?Key features of pandasPython Pandas – Environment SetupPandas Data Structure with example4. Data Visualization toolsBar chartHistogramPie Chart5. More Data Visualization toolsScatter PlotArea PlotSTACKED Area PlotBox Plot6. Advanced data Visualization toolsWaffle ChartWord CloudHEAT MAP7. Specialized data Visualization tools (Part-I)Bubble chartsContour plotsQuiver Plot8. Specialized data Visualization tools (Part-II)Three-Dimensional Plotting in Matplotlib3D Line Plot3D Scatter Plot3D Contour Plot3D Wireframe Plot3D Surface Plot9. SeabornIntroduction to seabornSeaborn FunctionalitiesInstalling seabornDifferent categories of plot in SeabornSome basic plots using seaborn10. Data Visualization using SeabornStrip PlotSwarm PlotPlotting Bivariate DistributionScatter plot, Hexbin plot, KDE, RegplotVisualizing Pairwise RelationshipBox plot, Violin Plots, Point Plot11. Project on Data Visualization
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