Manipulating Financial Data in Python

Week 1

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

Week 2

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

Week 3

Module 6: Date And Time

1. Creating Date and Time
2. Date Mathematics
3. Time Series Plotting

Week 4

Module 8

Intro and discussion of ASCII Soccer
How does sensing affect necessity for diversity?