Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Biological structure and function emerge from unsupervised learning

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (35)

Protein Design: Structure and Function Log in to Mediaspace to watch this video

Covers protein design fundamentals, including secondary structures, amino acid propensity, loops, and computational methods.

Pre-Training: BiLSTM and Transformer Log in to Mediaspace to watch this video

Delves into pre-training BiLSTM and Transformer models for NLP tasks, showcasing their effectiveness and applications.

Protein Structure Prediction Log in to Mediaspace to watch this video

Delves into predicting protein structure through amino acid contact analysis and advanced computational methods.

Protein Structure Prediction: AlphaFold Evolution and OpenFold Insights Log in to Mediaspace to watch this video

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

Deep Learning for NLP Log in to Mediaspace to watch this video

Explores deep learning for NLP, covering word embeddings, context representations, learning techniques, and challenges like vanishing gradients and ethical considerations.

Protein Co-evolution Analysis Log in to Mediaspace to watch this video

Delves into protein co-evolution analysis, covering discoveries, residue contacts, and direct coupling analysis.

Protein Co-evolutionary Analysis Log in to Mediaspace to watch this video

Explores protein co-evolutionary analysis, covering protein functions, folding, correlations, DCA, and structure prediction tools like AlphaFold 2.

Protein Design: Synthetic Biology Log in to Mediaspace to watch this video

Explores protein design principles, challenges in membrane protein stability, and computational approaches for optimizing protein structures.

Protein Folding: Structure and Design Log in to Mediaspace to watch this video

Explores protein folding, hydrophobic interactions, compact conformations, the HP model, co-evolution, and computational methods.

Chemical Reactions: Transformer Architecture Log in to Mediaspace to watch this video

Explores atom mapping in chemical reactions and the transition to reaction grammar using the transformer architecture.

Computational Protein Design Log in to Mediaspace to watch this video

Series explores computational protein design, covering challenges, applications, and importance in bioengineering and synthetic biology.

Transformers in Vision: Applications and Architectures Log in to Mediaspace to watch this video

Covers the impact of transformers in computer vision, discussing their architecture, applications, and advancements in various tasks.

Proteins: Structure, Function, and Interactions Log in to Mediaspace to watch this video

Explores protein fundamentals, structure, and interactions, emphasizing the role of amino acids and chiral centers.

Introduction to NLP and the Course Log in to Mediaspace to watch this video

Covers the basics of Natural Language Processing, including challenges, linguistic processing levels, and the impact of power laws.

Machine Learning Fundamentals Log in to Mediaspace to watch this video

Covers the fundamental concepts of machine learning, including classification, algorithms, optimization, supervised learning, reinforcement learning, and various tasks like image recognition and text generation.

Page 2 of 2