Manipulating Financial Data in Python

Module 1: Numpy Fundamentals

1. Creating Arrays
2. Basic Indexing and Slicing
3. Data Processing using Arrays

Module 2: Pandas DS- Series

• Working with index
• Operations
• Filtering
• Handling Incomplete Data

Module 3: Pandas DS- Data Frame

• Creating Data frame
• Operations
• Columns and rows
• Essential Function
• Reindexing
• Indexing and Filtering

Module 4: Data Analysis- Reading/Writing Data

• Importing Data using Pandas
• Importing data without pandas
• Saving and exporting data using pandas
• Saving and exporting data without pandas

Module 5

• Pre-processing Data
• Statistical Functions for Analysis

Module 6: Date And Time

• Creating Date and Time
• Date Mathematics
• Time Series Plotting