MATLAB is a high-level technical computing language and interactive environment for algorithm development, data analysis, and numeric computation. It offers tools for data analysis, visualization, and machine learning to extract insights from complex datasets. MATLAB also enables interactive data exploration and visualization, handles big data challenges, and provides advanced computational capabilities including optimization and signal processing.