Python for Data Science

PRE-REQUISITES                      : Knowledge of basic data science algorithms

COURSE LAYOUT

·         Basics of Python Spyder

·         Variable creation

·         Arithmetic and logical operators

·         Data types and associated operations

·         Sequence data types

·         NumPy  

·         Pandas dataframe related operations

o   Reading files

o   Exploratory data analysis

o   Data preparation and preprocessing

·     Data visualization using matplotlib and seaborn libraries

Control structures

o   if-else

o   for loop

o   while loop

o   Functions

·         CASE STUDY

o   Regression

o   Classification