Data Analysis using spreadsheets :

1- Calculate summary statistics using spreadsheets.

2- Create data visualizations using spreadsheets.

3- Ask and answer questions using data.

4- Calculate key business metrics in financial analysis and value interpretation.

5- Predicting financial metrics using scenario analysis.

Data Analysis using python :

1- Introduction to Python programming:

    1- Program development in Python

    2- Data processing with NumPy

    3- Loading and processing data using Pandas

2- Introduction to data analysis:

    1- Use Anaconda to manage your programming environment

    2- Verify a dataset using Python data analysis packages

    3- Perform the entire data analysis process on a data set

3- Data wrangling:

    1- Collect data from multiple sources in a variety of formats

    2- Visually assess the quality and accuracy of the data

        programmatically

    3- Clean data with Python and Pandas