Elements of Statistics and Probability (M.Sc. in Data Science) (Μ36403P)
Xanthi Pedeli
Overview
The course is a sort and brief introduction to the basics of probability, statistics and data analysis. The aim is to remind to all graduates the basic notions of statistics in combination with a short introduction in R.
Key Outcomes
By completing the course the students will be able to
- Know the basic notions of statistics and probability
- Be familiar (in basic level) with R
- Employ statistical methods and models.
- Solve statistical problems using data analysis
Requirements and Prerequisites
This course acts as a review of basic knowledge and notions in statistics. We assume that all students are familiar with a basic undergraduate course in Statistics and Probability but this is not required.
LessOverview
The course is a sort and brief introduction to the basics of probability, statistics and data analysis. The aim is to remind to all graduates the basic notions of statistics in combination with a short introduction in R.
Key Outcomes
By completing the course the students will be able to
- Know the basic notions of statistics and probability
- Be familiar (in basic level) with R
- Employ statistical methods and models.
- Solve statistical problems using data analysis
Requirements and Prerequisites
This course acts as a review of basic knowledge and notions in statistics. We assume that all students are familiar with a basic undergraduate course in Statistics and Probability but this is not required.
Overview
The course is a sort and brief introduction to the basics of probability, statistics and data analysis. The aim is to remind to all graduates the basic notions of statistics in combination with a short introduction in R.
Key Outcomes
By completing the course the students will be able to
- Know the basic notions of statistics and probability
- Be familiar (in basic level) with R
- Employ statistical methods and models.
- Solve statistical problems using data analysis
Requirements and Prerequisites
This course acts as a review of basic knowledge and notions in statistics. We assume that all students are familiar with a basic undergraduate course in Statistics and Probability but this is not required.
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