Books & Courses

Build foundational analytic and machine learning techniques through data mining concepts, representing real-world data, and extraction patterns.
Explore unstructured data using clustering, dimensionality reduction, and topic modeling to uncover hidden patterns and improve predictive analysis.
Analyze network structures using NetworkX, apply network generation models, simulate diffusion processes, and detect community structures.
Extract meaningful information from text data by applying machine learning techniques for named entity recognition across diverse domains.