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

1. Working with index
2. Operations
   1. Filtering
3. Handling Incomplete Data

Module 3: Pandas DS- Data Frame

1. Creating Data frame
2. Operations
   1. Columns and rows
3. Essential Function
   1. Reindexing
   2. Indexing and Filtering

Module 4: Data Analysis- Reading/Writing Data

1. Importing Data using Pandas
2. Importing data without pandas
3. Saving and exporting data using pandas
4. 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