Explore data analysis techniques using Seaborn and Matplotlib in this comprehensive 6-hour English tutorial series. Learn to analyze various datasets including Google Apps ratings, tips, penguins, diamonds, and flights. Master creating diverse plots such as scatterplots, regplots, lineplots, barplots, catplots, swarmplots, violinplots, boxplots, stripplots, jointplots, pointplots, pairplots, boxenplots, residplots, lmplots, histplots, and heatmaps. Dive into Matplotlib library specifics, covering bar plots, horizontal bar plots, categorical variable plotting, grouped bar charts, stackplots, histograms, pie charts, and box plots with different colors. Gain practical experience in exploratory data analysis and develop essential skills for data science through hands-on exercises and real-world datasets.
Overview
Syllabus
Data Analysis on Google Apps rating Part-01 | data set analysis | English tutorial | data science.
Data Analysis on Google Apps rating Part-02 | data set analysis | English tutorial | data science.
Data Analysis on Google Apps rating Part-03 | data set analysis | English tutorial | data science.
Data Analysis on Google Apps rating Part-04 | data set analysis | English tutorial | data science.
Data Analysis on tips dataset Part-01 | data set analysis | Scatterplot | data science.
Data Analysis on tips dataset Part-02 | data set analysis | Scatterplot | Regplot.
Data Analysis on tips dataset Part-03 | data set analysis | Lineplot | Barplot.
Data Analysis on tips dataset Part-04 | data set analysis | Catplot | Swarmplot | Violinplot.
Data Analysis on tips dataset Part-05 | data analysis | Boxplot | Stripplot | Jointplot | Pointplot.
Data Analysis on tips dataset Part-05 | data analysis | Pairplot | Boxenplot | Residplot.
Data Analysis on tips dataset Part-07 | data analysis | lmplot | jointplot | data science.
Data Analysis on penguins dataset Part-08 | Classes and functions for making complex graph.
Data Analysis on diamonds dataset Part-09 | histplot | data science | exploratory data analysis.
Data Analysis on flights dataset Part-10 | heatmap | data science | exploratory data analysis.
Matplotlib library bar plot part:01 | data analysis | data science | exploratory data analysis.
Matplotlib library horizontal bar plot part:02 | data science | exploratory data analysis.
Matplotlib library categorical variable plotting part:03 | data science | exploratory data analysis.
Matplotlib library Grouped bar chart part:04 | data science | exploratory data analysis.
Matplotlib library Stackplot part:05 | data science | exploratory data analysis.
Matplotlib library using where_span function part:06 | data science | exploratory data analysis.
Matplotlib library different function of histogram part:07 | data science |exploratory data analysis.
Matplotlib library different hist types part:08 | data science |exploratory data analysis.
Matplotlib library pie chart part:09 | data science |exploratory data analysis.
Matplotlib library Multiple pie chart and features part:10 | data science |exploratory data analysis.
Matplotlib library Box plot with different colours part:11 | data science |exploratory data analysis.
Taught by
FUN WITH DATA SCIENCE
