Probability Theory, Statistics and Exploratory Data Analysis

Provided by: Coursera

Exploration of Data Science requires certain background in probability and statistics. This course introduces you to the necessary sections of probability theory and statistics, guiding you from the very basics all way up to the level required for jump starting your ascent in Data Science.


Course Objectives:

  • To introduce two main classes of random variables: discrete and continuous and study their properties & finally learn different types of data and their connection with random variables.


Recommended Background

  • Recommended for individuals heading towards a career in data science / currently in a business data analyst/scientist role.

Course ID

CA167

Skill Focus

Intermediate

Instructor(s)

Coursera

Employee Type

New Applicants

Method of Delivery

Online

Estimated Effort

19 hrs

Cost

Contact for Pricing


Can audit for free (no certification); Full Financial Aid Available for Certification