Basic Data Science concepts everyone needs to know

machine-learning
data-science
statistics
probability
bayesian-statistics
dimensionality-reduction
sampling

(Team) #1

Statistics and Probability are a powerful tools to use in real life in general. Basic concepts in Statistics give a solid foundation to understand things around us better. In this article, we explored some of the basic data science concepts that everyone should know such as:

  • Statistical Features
  • Bayesian Statistics
  • Probability Distributions
  • Dimensionality Reduction
  • Over and Under Sampling


Read this article to get a better understanding of each of the above concepts
This is a companion discussion topic for the original entry at http://iq.opengenus.org/basic-data-science-concepts-everyone-needs-to-know/