Data Visualization and Statistical Analysis Certificate (Learn-by-doing, 24/7, Online, Self-Paced, Gamified, Realtime Instructional Support)

Data Visualization and Statistical Analysis (NCLab): This online, self-paced, learn-by-doing course equips Learners with the skills to interpret, visualize, and analyze data using charts, spreadsheets, and statistical methods. Learners begin by classifying data types and learning visualization techniques using bar charts, line charts, histograms, geo charts, and more—including advanced formats like treemaps, Gantt charts, radar, and candlestick charts. They then explore statistical analysis through hands-on spreadsheet work, gaining confidence with linear, multiple, and logistic regression, hypothesis testing, and understanding data distributions. Topics include correlation, skewness, kurtosis, confidence intervals, ANOVA, and Chi-squared testing. Learners also apply critical thinking to identify causal relationships, interpret trendlines, and make data-driven predictions across business and research contexts.