Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Geographic Information StorageCovers geographic information storage challenges, data types, methods, and formats, emphasizing structured data and centralizing data access.
Macrofinance Models AnalysisCovers macroeconomic models incorporating financial markets, analyzing financial decisions, macroeconomic events, and policy responses.
Introduction to Data ScienceIntroduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.
