Course curriculum

  • 1

    Pandas for Python and Data

    • Introduction to Pandas

    • Series Part One

    • Series - Part Two

    • DataFrames Part One

    • DataFrames Part Two

    • DataFrames Part Three

    • DataFrames Part Four

    • Conditional Filtering

    • Useful Methods Part One - Apply Method (Single Column)

    • Useful Methods Part Two - Apply Method (Multiple Columns)

    • Useful Methods Part Three - Statistics and Sorting

    • Missing Data - Part One

    • Missing Data - Part Two

    • GroupBy Operations - Part One

    • GroupBy Operations - Part Two

    • Combining DataFrames - Concatenation

    • Combining DataFrames - Inner Merge

    • Combining DataFrames - Left and Right Merge

    • Combining DataFrames - Outer Merge and Duplicates

    • Pandas Text Methods

    • Pandas Time Methods

    • Data IO - CSV Files

    • Data IO - HTML

    • Data IO - Excel Files

    • Data IO - SQL

    • Pivot Tables in Pandas

    • Pandas Exercise Questions

    • Pandas Exercise - Solutions