Probability and Statistics for Business and Data Science
This course, one of the best online hypothesis testing courses, will teach you everything you need to know about probability and statistics in order to succeed in business and in the field of data science! This hands-on course will cover statistics theory and application to real-world problems. Example problems, course quizzes, and assessment tests are included in each section. The course will begin by discussing the fundamentals of data, including how to examine it using measures of central tendency and dispersion, as well as how bivariate data sources can be related to one another.
Afterwards, the course will move on to probability, where students will learn about combinations and permutations, as well as conditional probability and how to use the Bayes theorem. Then you'll go over the most common statistical distributions, such as uniform, binomial, poisson, and normal distributions, to build a solid foundation in how to work with them. Up next, the instructor will teach you about statistics, applying what you have learned so far to real world business cases, including hypothesis testing and the student's T distribution.
This course includes HD video with clear explanations and high-quality animations, as well as extensive case studies that demonstrate how to apply what you've learned in the classroom to real-world situations. You'll learn everything you need to know about statistics and probability to tackle real-world business and data science problems with confidence!
Who this course is for:
- Someone interested in learning how to apply probability and statistics to business or data science
Requirements
- Paper and Pencil to take notes
- Optional: Excel or Python to run simulations
Course ratings: 4.5/5
Enroll here: https://www.udemy.com/course/probability-and-statistics-for-business-and-data-science
