CATALOG DESCRIPTION: Design and analysis of advanced algorithms: graph algorithms; maximal network flows; min-cost flow algorithms; convex cost flows. REQUIRED TEXT ...
Explore how algorithms transform trading with strategies like arbitrage and HFT, and their impact on global markets, ...
A new algorithm opens the door for using artificial intelligence and machine learning to study the interactions that happen on the surface of materials. Scientists and engineers study the atomic ...
Land use and land cover (LULC) analysis has become increasingly significant in environmental studies due to its direct impact on the environment. Changes in LULC affect the ecological and climatic ...
Advanced algorithms drive how music is discovered and consumed. Streaming platforms like Spotify, Apple Music and YouTube Music rely on data-driven recommendations to generate playlists from every ...
This course covers three major algorithmic topics in machine learning. Half of the course is devoted to reinforcement learning with the focus on the policy gradient and deep Q-network algorithms. The ...
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