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Related lectures (31)

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Protein Structure Prediction: AlphaFold Evolution and OpenFold Insights

Explores the evolution of protein structure prediction with AlphaFold models and introduces OpenFold insights.

Constrained optimization: the basics

Covers the basics of constrained optimization, including tangent directions, trust-region subproblems, and necessary optimality conditions.

Advanced Information Theory: Random Binning

Explores random binning in advanced information theory, focusing on assigning labels based on typicality and achieving negligible error rates in source coding.

Protein Structure Prediction: Alphafold2

Explores the revolutionary Alphafold2 for protein structure prediction and its impact on bioinformatics and protein folding biology.

Machine Translation: Sequence-to-Sequence and Attention

Explores the advancements in Machine Translation, focusing on Sequence-to-Sequence models and Attention mechanisms.

Bifunctional Catalysis: Surface Reaction Mechanisms

Explores bifunctional catalysis, emphasizing surface reaction mechanisms and kinetic parameters evaluation.

Logistics Elements: Project Implementation and Code Provided

Covers the logistics elements of a mini-project and the implementation of provided code.

Genome Sequencing and Autism Neurobiology

Covers the process of library preparation and data processing in genome sequencing, and discusses a large-scale study on autism neurobiology.

A Conjecture of Erdös: Proof by Moreira, Richter and Robertson

Presents a short proof of a conjecture by Erdös, exploring related questions and detailed proof of the proposition.

Function Limits: Definitions and Theorems

Explores function limits, including right and left limits, algebraic operations, and the theorem of the two gendarmes.