Exploratory Data Analysis (EDA) using Apache Spark and Python

Exploratory Data Analysis (EDA) using Apache Spark and Python

In this video we will walk through exploratory data analysis using Apache Spark, Databricks and Python. We will see various plots for uni-variate and multi-variate analysis and also understand which plots can help in what scenario. We will explore charts and plots like

In this video we will walk through exploratory data analysis using Apache Spark, Databricks and Python. We will see various plots for uni-variate and multi-variate analysis and also understand which plots can help in what scenario. We will explore charts and plots like

  • Bar chart
  • Box Plot
  • Scatter Plot
  • Q-Q Plot
  • Plotting in maps
  • Pivot Table
  • Histograms

Finally we will discuss on how to convert spark dataframe to pandas and challenges of it also use seaborn and matplot to plot simple graph

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