Table of Contents

• Introduction to Pandas
• Data Structures in Pandas
  • What is Series and how we can create it
  • Slicing Series
  • Appending Series
  • Operations on Series
  • What is DataFrame and how we can create it
  • Delete Column in DataFrame
  • Delete Rows in DataFrame
  • Data Selection in DataFrame
  • Set Values in DataFrame
  • Dealing with Null values
  • Importing csv files
  • Descriptive Statistics
  • Apply function on DataFrame
  • Merge DataFrames
  • Like Operations in Pandas
  • Regex in Pandas DataFrame
  • Replace values in DataFrame
  • Important DataFrame methods
  • Group By Operations
  • Stack and unstack in Pandas
  • Pivot Tables
  • Hierarchical Indexing
  • Crosstab in Pandas
  • Row and Column Bind
• Data Visualizations using Pandas