With 53 lectures and 5 hours of videos, this practical course teaches the application of statistics to real world problems. It provides the probability and statistics knowledge needed to succeed in business and the data science field. The course is taught by Jose Portilla (Pierian Data Inc.) and includes sample problems, quizzes and assessment tests.
This course taught me:
- the fundamentals of probability: combinations and permutations, as well as conditional probability and how to apply Bayes theorem
- most common distributions found in statistics, and how to work with uniform, binomial, Poisson, and normal distributions
- how to apply statistical methods, hypothesis testing and the student’s T distribution to business problems
- ANOVA (analysis of variance)
- regression analysis
- squared analysis
Credentials: