Related lectures (33)
Polymer Modeling: Interactions and Scaling Behavior
Explores polymer modeling, interactions, and scaling behavior of real polymers.
Transport Effects in Catalysis
Explores the influence of transport effects on catalysis, focusing on the interplay between kinetics and mass transfer.
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Explores hypothesis space, supervised learning tasks, cost functions, and risk minimization in machine learning.
PLC Programming: Basics and Languages
Introduces PLC programming basics, covering languages like Ladder Diagram, Instruction List, Structured Text, and Sequential Function Chart.
Chemical Reaction Optimization: Multi-Task Learning
Explores multi-task learning for accelerated chemical reaction optimization, showcasing challenges, automated workflows, and optimization algorithms.
Variational Inference and Neural Networks
Covers variational inference and neural networks for classification tasks.
Network clustering
Explores network clustering, spectral clustering, k-means algorithm, eigenvalue properties, block model estimation, and structural similarity measurement.
Structural Analysis of Bridge Design
Covers the structural analysis of bridge design, focusing on self-weight, moment, compressive force, and interaction diagrams in reinforced concrete.
Entity-Relationship Model
Introduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.
Quantitative Risk Management: VaR and ES
Covers Value at Risk (VaR) and Expected Shortfall (ES) in risk management, including backtesting and multivariate distributions.

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