Learn the Exploratory Data Analysis Tools with Case studies

What you'll learn

You will learn everything you need to know about exploratory data analysis, a method used to analyze and summarize data sets.
You will gain insights on what should be done with your data set before beginning the work on building ML models
You will implement data cleaning and validation tasks to get your data ready for data mining activities
You will learn to estimate parameters and figure the margins of error
You can understand the structure and content of your data
You will learn to identify obvious errors, as well as better understand patterns within the data, detect outliers or anomalous events, find interesting relations among the variables.
You will learn to determine if the statistical techniques you are considering for data analysis are appropriate.