Protein function prediction

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Related lectures (32)

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Proteomics: Post-Translational Modifications and Interactions

Explores proteomics for post-translational modifications and protein interactions.

Single Molecule Studies: Hsp90 Chaperone

Explores single-molecule studies of the Hsp90 chaperone and protein function using optical tweezers.

Protein Function Regulation: Degradation Mechanisms

Covers the mechanisms of protein degradation, including the roles of the proteasome and autophagy in regulating protein function.

Kernel Methods: Recap and Applications

Covers polynomial feature expansion, kernel methods, data representations, normalization, and handling imbalanced data in machine learning.

Activity-based Protein Profiling: Druggable Sites Identification

Explores Activity-based Protein Profiling for druggable site identification and strategies to minimize off-target reactivity of covalent inhibitors.

Protein Structure Prediction: Alphafold2

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

Metastable Materials: New Perspectives on Discovery

Explores challenges in identifying useful metastable materials and discusses concepts like structure predictions, ensemble probabilities, and mapping algorithms.

Advanced Physics I: Brayton Cycle and Air Density

Explores the Brayton cycle, air density variations, and forces in motion.

Protein Structure Prediction

Explores predicting protein structure from sequence data using maximum entropy modeling and discusses recent advancements in protein structure prediction.

Protein-Protein Interaction Networks

Explores protein-protein interaction networks, binding importance, experimental approaches, drug target identification, and network construction.