Introduction
  • Introduction & Course benefits !
  • Quick Summary of Jupyter Notebook
data structures of Pandas
  • Datasets & resources
  • How to read data using Pandas
  • Series - data structure
  • What is DataFrame ?
basic attributes in Pandas
  • basic attributes of Pandas Dataframe & Series
basic functions in Pandas
  • basic function of Pandas
  • What are missing values & how to deal with that !
  • Code Walk-through of Missing value using Pandas
  • type-casting using Pandas
  • Add & Delete column using Pandas
Some smart operations of Pandas
  • how to create filter data using Pandas
  • How to sort values of data
  • How to apply User-defined function on Series & Dataframe
Creating groups in Pandas
  • What is Groupby in Pandas & when to use it.
  • How does Groupby works !
basic plots in Pandas
  • Basic plots of Pandas
Bonus section
  • Bonus lecture