Multicomponent Reactions: Principles and Applications

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Covers the theory and applications of graph coloring, focusing on disassortative stochastic block models and planted coloring.

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Explores the formulation and complexity of Support Vector Machines, including primal and dual forms, geometric interpretation, and algorithmic implications.

Implementation Strategies: Specifying and Operationalizing

Discusses a systematic approach for specifying and operationalizing implementation strategies.

SmartDataLake: Distributed Analytics over Heterogeneous Data

Discusses challenges in scalable analytics over heterogeneous Big Data and introduces SmartDataLake for efficient handling of raw data.

Computation & Algorithms II: Sorting and Recursive Algorithms

Explores sorting and recursive algorithms, including complexity analysis, maximal value, and binary search.

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Covers coin rendering and the limitations of the greedy algorithm in finding optimal solutions.

Digital Solutions in Humanitarian Sector

Explores digital solutions in the humanitarian sector, empowering viewers to form opinions and make informed decisions.

Graph Coloring: Random vs Symmetrical

Compares random and symmetrical graph coloring in terms of cluster colorability and equilibrium.

Retrosynthesis: Complex Fragments Synthesis Strategy

Explores the retrosynthesis strategy for complex fragments synthesis, using Leucascandrolide A as a case study.

Dijkstra's Algorithm: All-Pairs

Covers Dijkstra's algorithm and its application to the all-pairs shortest path problem.