Singapore
Business
School

Probability and Statistics for Business and Data Science

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Probability and Statistics for Business and Data Science

Course information:

Max. length:
2 months
Credits:
10 credits
Language:
English
Type:
Online Course
Award:
E-certificate
Price:
390 USD

Course description:

This course covers what you need to know about probability and statistics to succeed in business and the data science field! This practical course will go over theory and implementation of statistics to real world problems.

After completing this course you will:

  • Understand the basics of probability
  • Be able to implement basic statistics
  • Understand how to use various statistical distributions
  • Apply statistical methods and hypothesis testing to business problems
  • Understand how regression models work
  • Implement one way and two way ANOVA
  • Understand Chi Squared Tests
  • Be able to understand different types of data
Table of Contents

Data

Probability

Distributions

Statistics

Analysis of Variance (ANOVA)

Regression

Chi-Square Analysis

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