Core Statistical Concepts: An Overview of Statistics & Sampling

With data now being one of the most valuable assets to tap into the demand for data science skills increases by the day. Statistics and sampling are at the core of data science. Use this course as a theoretical introduction to using samples to reveal various statistics. Examine what exactly is meant by statistics and samples. Explore descriptive statistics namely measures of central tendency and of dispersion. Study probability sampling techniques including simple random sampling and cluster sampling. Investigate how undersampling and oversampling are used to generate more balanced datasets. Upon completion youll know the best way to use statistics and samples for your specific goals and needs.