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#AlphaFold

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Broad Institute

Alpha Missense: Proteome-Wide Missense Variant Effect Prediction

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Explore Alpha Missense, an AI model predicting missense variant pathogenicity. Learn how it combines structural context and evolutionary conservation to achieve state-of-the-art results in genetic benchmarks.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Prodramp

Getting Started with ESM Metagenomic Atlas with API and Large Language Models

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Introduction to Meta AI's ESM Metagenomic Atlas, exploring protein structures and their importance. Covers API usage, large language models, and practical demonstrations using various tools and resources.
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9 Lesons
21 minutes
On-Demand
Free-Video
The Royal Institution

Understanding AlphaFold - AI in Protein Structure Prediction

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Explore AlphaFold's revolutionary impact on protein structure determination with Dame Janet Thornton. Discover how this AI program is transforming bioinformatics and its potential future applications.
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1 Lesons
43 minutes
On-Demand
Free-Video
Two Minute Papers

DeepMind AlphaFold - A Gift to Humanity

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Explore DeepMind's AlphaFold, a revolutionary AI system for protein structure prediction, and its potential impact on biology, medicine, and scientific research.
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15 Lesons
18 minutes
On-Demand
Free-Video
USC Information Sciences Institute

AI in Structural Biology: Roots of Success

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Explore the history and impact of AI in protein structure prediction, focusing on AlphaFold 2's breakthrough and its implications for structural and cell biology research.
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1 Lesons
57 minutes
On-Demand
Free-Video
Valence Labs

Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom

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Explore advanced biomolecular modeling using RoseTTAFold All-Atom. Learn to predict and design complex biological assemblies, including proteins, nucleic acids, and small molecules, with applications in drug discovery and synthetic biology.
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10 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Valence Labs

Accelerating Cryptic Pocket Discovery Using AlphaFold and Markov State Modeling

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Explore cryptic pocket discovery using AlphaFold and Markov State Modelling. Learn about Plasmepsin II, transition states, and activation mechanisms in drug discovery.
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7 Lesons
32 minutes
On-Demand
Free-Video
Broad Institute

Models, Inference and Algorithms: Lightning Talks on Machine Learning and Computational Biology

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Discover cutting-edge research presentations on machine learning in healthcare, protein modeling, chemical space exploration, and DNA sequence generation from leading researchers at MIT, Harvard, and Broad Institute.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Data Science Conference

The Key to Unlock AI Accuracy Through Feature Generation

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Discover how sophisticated feature generation acts as the cornerstone for developing accurate and effective AI models, illustrated through real-world examples from DeepMind and global corporate implementations.
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1 Lesons
19 minutes
On-Demand
Free-Video
Yannic Kilcher

DeepMind's AlphaFold 2 Explained - AI Breakthrough in Protein Folding - What We Know and What We Don't

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Comprehensive exploration of DeepMind's AlphaFold 2, a groundbreaking AI system that solved the protein folding problem. Covers the science, previous approaches, and potential implications for biology and medicine.
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9 Lesons
55 minutes
On-Demand
Free-Video
TED

How AI Is Unlocking the Secrets of Nature and the Universe

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Demis Hassabis explores AI's potential to accelerate scientific discovery, from predicting protein shapes to unraveling mysteries of the mind and universe, showcasing its transformative impact on human knowledge.
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1 Lesons
26 minutes
On-Demand
Free-Video
Valence Labs

Converging Advances to Accelerate Molecular Simulation

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Explore advances in molecular simulation through deep learning, ASIC architectures, and quantum computation. Discover potential applications in sustainable technologies, drug development, and material design.
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13 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Valence Labs

Pre-trained Ensembles for Bayesian Optimization of Protein Sequences

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Explore pre-trained ensembles for Bayesian optimization of protein sequences, enabling accurate predictions with minimal data and guiding iterative design for novel peptide inhibitors.
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8 Lesons
49 minutes
On-Demand
Free-Video
Valence Labs

Accelerating Cryptic Pocket Discovery with Deep Learning

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Explore deep learning techniques for accelerating cryptic pocket discovery in protein structures, focusing on simulation, key degrees of freedom, and tools like PocketMiner and AlphaFold.
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8 Lesons
37 minutes
On-Demand
Free-Video
AAAS Annual Meeting

AI for Science - Expo Stage Talk - AAAS Annual Meeting

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Explore the impact of deep learning on scientific research, from cryoelectron microscopy to AlphaFold, and discover how AI is revolutionizing various scientific disciplines.
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11 Lesons
25 minutes
On-Demand
Free-Video
Conf42

Deep Learning for Protein Structure Prediction

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Explore deep learning techniques for predicting protein structures, from traditional methods to AlphaFold's advancements. Gain insights into molecular dynamics, homology modeling, and cutting-edge AI approaches in structural biology.
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17 Lesons
26 minutes
On-Demand
Free-Video
Discover AI

AI Design of Molecular Machines - Understanding Proteomics and Protein Structure Prediction

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Explore how AI systems like AlphaFold2 revolutionize protein folding prediction and molecular machine design, advancing precision medicine and environmental solutions.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Festival

Graphs and Transformers - Exploring the Next AI Frontiers

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Explore the evolution of deep learning models, focusing on graphs and transformers as fundamental building blocks in modern AI architectures for natural language, protein research, and image generation.
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1 Lesons
45 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Deep Learning for Protein Structure Discovery

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Explore deep learning techniques for uncovering protein structures, revolutionizing molecular biology and drug discovery.
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1 Lesons
52 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Scalable and Flexible Distributed Reinforcement Learning Systems

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Explore scalable distributed reinforcement learning systems, focusing on flexible training loops, statement management, and GPU allocation. Gain insights into building efficient RLHF systems for large-scale applications.
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1 Lesons
51 minutes
On-Demand
Free-Video
Alan Turing Institute

AlphaFold and Beyond - How AI and Data Science are Revolutionizing Biology

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Explore AI's impact on biology, focusing on AlphaFold's protein structure prediction and advancements in health data science and genomics with Professor Tim Hubbard.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Does Life Compute? Understanding Protein Folding and Biomolecular Assembly

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Explore the mathematical structures behind protein folding and biomolecular assembly, examining computational approaches and theoretical models that illuminate life's fundamental processes.
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1 Lesons
46 minutes
On-Demand
Free-Video
Bioinformatics With BB

Artificial Intelligence for Protein Modeling - DNA, RNA and Ion Docking Explained

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Discover how AlphaFold3 revolutionizes structural biology through AI-powered protein modeling, enabling accurate predictions of 3D molecular structures, DNA/RNA interactions, and protein-protein binding mechanisms.
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1 Lesons
20 minutes
On-Demand
Free-Video