Course curriculum

  • 1

    Chapter 1

    • Prerequisites and Introduction about the Course

    • Importance of Data

    • Why Data Science?

    • Types of Data Science

    • Key Terminologies

    • Notebook which we will be using in this course

    • Introduction to Google Colab

    • Sample Project data which we will be using in this course

    • Importing sample project data into our Notebook

    • Introduction to the Pandas and the overall goal of this course

    • Pandas Data Types

    • Indexing and Selecting data

    • Selecting subset of DataFrame

  • 2

    Chapter 2

    • Importance of Plotting the data

    • Setup Bokeh to build a Bar/Column chart

    • Select Data

    • Column chart labels

    • Basics of Plotting Data

    • Creating Figure

    • Display Figure

    • Visualizing the Bar Chart

  • 3

    Chapter 3

    • Recap of what we have done so far

    • Adding colors to the Bars

    • Create array of colors

    • Map color to Bar

    • Adding Optional steps

    • Visualizing the Bar Chart

    • Challenge problem