Udemy – Data Analysis: Master Descriptive & Inferential Statistics

This course emphasizes understanding the reasoning behind each statistical technique. You will not only learn which tests to perform but also when to use them, how to interpret the results, and how to write clear statistical reports suitable for research publications, theses, and technical reports.

By the end of this course, you will have the confidence to independently analyze research data, interpret findings accurately, and produce high-quality reports for academic or professional use. You will be able to:

• Import, organize, and clean datasets.
• Perform descriptive statistical analysis.
• Conduct hypothesis testing using t-tests, Chi-square tests, ANOVA, correlation analysis and various multivariate regression analysis.
• Carry out time series analysis (ARIMA) and interpret statistical outputs.
• Present and visualize data using professional tables and charts.
• Interpret results correctly for academic research, dissertations, and professional reports.
• Avoid common mistakes in statistical analysis and reporting.