Course curriculum

  • 1

    Introduction

    • Introduction to Course
    • Course Content
  • 2

    Introduction to Numpy

    • Introduction to Numpy
    • key Features
    • Array vs List
    • Array Attributes
    • Array Slicing Reshaping
    • Stacking Adding
    • Copy View
    • Advance Slicing
    • Universal Functions
    • Missing Data
  • 3

    Introduction to Pandas

    • Introduction to Pandas
    • Dataframe Methods
    • Install Import Read
    • Data Filtration
    • Sorting Data
    • Casting Types
    • Arithmetic Operations
    • Concat Data
    • Duplicate Handling
    • Missing Handle
    • Groupby Aggregate
  • 4

    Data Visualization with Plotly

    • Introduction to Plotly
    • Fundamentals Plotly
    • Scatter Line Plots
    • Pie Bar Histogram Plots
    • Cutomizable Plots
    • Interactive Subplots
  • 5

    Data Analysis Project

    • introduction to project
    • key Features
    • Pre Processing
    • Top Installed Categories
    • Top Installed Apps
    • Top Rated Apps
    • Distribution Free vs Paid
    • Rating in Free vs Paid
    • Price Free vs Paid