Big Data Analytics

Information Systems

In this course, we discuss different steps on how to conduct data analysis. During this course, you will learn about exploratory, explanatory, and predict data analysis. You will also apply the techniques you learn in a real-world dataset.

The main topics discussed in this course are:

  • Basic pandas
  • Descriptive statistics
  • Correlation analysis
  • Univariate data analysis
  • Multivariate data analysis
  • Enhanced data visualization
  • The classification task
  • Bayesian, Decision tree, and Logistic Regression classifiers
  • Common validation and evaluation metrics