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