This course on data analysis focuses on techniques for analyzing datasets using Seaborn and Matplotlib plots. The learning outcomes include understanding data set analysis, scatterplots, regplots, lineplots, barplots, catplots, swarmplots, violinplots, boxplots, stripplots, jointplots, pairplots, boxenplots, residplots, lmplots, and heatmap generation. The course teaches skills such as creating complex graphs, histplots, bar plots, horizontal bar plots, categorical variable plotting, grouped bar charts, stackplots, using where_span function, different functions of histograms, different histogram types, pie charts, multiple pie charts, and box plots with different colors. The teaching method involves English tutorials and hands-on exploratory data analysis. This course is intended for individuals interested in data science and looking to enhance their data analysis skills using Seaborn and Matplotlib.
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
