Data Analytics using Python for BFSI teams: Foundation course

 

Summary

 

Learning Outcomes

 

Learn about the programming in python language

 

  • Learn the fundamentals in storing and processing different shapes of data
  • Create functions to further enhance the reusability of the code
  • Apply modules related to data manipulations replicating the excel tasks without opening one
  • Creating various type of charts to speak out your data better

 

Target audience:

 

  • Participants working in excel operations on regular basis
  • Financial / risk analysts

 

Course Content

 

Day 1:

 

Session 1

 

Understanding the types of data

 

  • Getting acquainted with different types of data.
  • Looking at ways to save information in Python. 

Participants will be able to run basic python scripts and understand how to store data in python

 

Day 2:

 

Session 2

 

Iterations and conditions 

 

  • Ways to add conditions (if and while) to data.
  • And understanding how to do tasks repeatedly. 

Functions 

 

  • How to modularize the data for efficient programming 

Participant will be able to optimally use python to do a certain task multiple times. Understand best practices and faster executions.

 

Day 3

 

Session 3

 

Dataframe and Data Manipulations

 

  • Doing all of the excel operations in Python

Participant will be able to read external data, clean the data, and apply excel like operations, ex. pivots, vlookup, split, concatenate, etc.

 

Training dates - August 12-14 , 2024

Training fees - ₹ 18,000 + applicable taxes