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Python for Data Science

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  • Python for Data Science
Python for Data Science

Course Content

Pandas Data Frame
Read CSV File to Data Frame Pandas
Create Data Frame Using List Dictionary Array
Adding and Removing Rows in Data Frame
Adding and Removing Columns in Data Frame
Data Frame Attributes
Pandas Data Types
Series in Pandas
Data Frame Methods
NaN in Pandas
Sample Store Data Set
Groupby and Multi Index in Data Frame
Sparse to Dense Matrix Scipy
Bar Charts Matplotlib
Side by Side and Stacked Bar Charts
Line Chart Matplotlib
Changing Coordinate Axis Units Matplotlib
Combining Bar and Line Charts
Figure and Subplot in Matplotlib
Major and Minor Ticks in Matplotlib
Scatter Plot Matplotlib
Histogram Matplotlib
Waterfall Chart Python
Funnel Chart Plotly
Box Plot Matplotlib
Pie Chart Matplotlib
TreeMap Plotly
Bubble Chart Plotly
Course Home
Pandas Data Frame
Read CSV File to Data Frame Pandas
Create Data Frame Using List Dictionary Array
Adding and Removing Rows in Data Frame
Adding and Removing Columns in Data Frame
Data Frame Attributes
Pandas Data Types
Series in Pandas
Data Frame Methods
NaN in Pandas
Sample Store Data Set
Groupby and Multi Index in Data Frame
Sparse to Dense Matrix Scipy
Bar Charts Matplotlib
Side by Side and Stacked Bar Charts
Line Chart Matplotlib
Changing Coordinate Axis Units Matplotlib
Combining Bar and Line Charts
Figure and Subplot in Matplotlib
Major and Minor Ticks in Matplotlib
Scatter Plot Matplotlib
Histogram Matplotlib
Waterfall Chart Python
Funnel Chart Plotly
Box Plot Matplotlib
Pie Chart Matplotlib
TreeMap Plotly
Bubble Chart Plotly
Final LOGO PNG

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