Statistics Fundamentals Course – Descriptive & Inferential Statistics

Statistics Fundamentals Course – Descriptive & Inferential Statistics

This Statistics Fundamentals course provides a clear and structured introduction to essential statistical concepts for beginners. It starts with the basics of what statistics is and explains the difference between descriptive statistics and inferential statistics, helping learners understand how data is summarized and interpreted.

Students will learn the difference between qualitative and quantitative data, as well as key concepts such as population, sample, statistic, and parameter. The course also explains levels of measurement including nominal, ordinal, interval, and ratio scales, which are essential for correctly analyzing data.

In the data organization section, learners will build frequency tables, relative frequency distributions, and cumulative frequency tables. The course also teaches how to visually represent data using dot plots, line graphs, stem-and-leaf plots, and side-by-side comparisons.

These lessons are designed to make statistics simple and practical through real examples and step-by-step explanations. The course is ideal for students, beginners, and anyone studying mathematics, business, or data science.

By the end of the course, learners will be able to classify data, build statistical tables, interpret graphs, and understand the foundations of both descriptive and inferential statistics.