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#Protein Engineering

Showing: 27 courses
Stanford University

Frontiers of Medical AI - Therapeutics and Workflows

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Explore cutting-edge AI applications in medicine, focusing on therapeutics and workflow optimization. Learn about AI-driven cancer treatment decisions, protein engineering, and specialized medical search engines.
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21 Lesons
46 minutes
On-Demand
Free-Video
Broad Institute

Protein Design with Generative Diffusion Models

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Explore generative diffusion models for protein design, covering theoretical foundations and applications in sequence and structure generation for optimized engineering and biological insights.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Broad Institute

Machine Learning-Based Protein Engineering - Some Thoughts

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Explore machine learning applications in protein engineering with Jennifer Listgarten. Gain insights into cutting-edge techniques and their impact on biomedical research.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Broad Institute

Computational Protein Design and De Novo Design of Proteins

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Explore computational approaches for designing functional proteins, including surface pattern analysis and de novo topology exploration, with applications in vaccine design, T-cell therapies, and biosensors.
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1 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Materials Research Society

De Novo Protein Design Using Deep Learning and Musical Representations

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Explore innovative protein design using deep learning and musical representations, bridging materials science and artificial intelligence for groundbreaking bioengineering applications.
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1 Lesons
24 minutes
On-Demand
Free-Video
a16z

CRISPR 2.0 and the Future of Gene Therapies

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Exploring CRISPR 2.0's advancements in gene therapy, challenges in implementation, and future opportunities for startups in the field of genetic engineering and precision medicine.
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12 Lesons
27 minutes
On-Demand
Free-Video
Simons Institute

Deep Learning in Structural Biology and Protein Design - How, Where, and Why

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Explore deep learning applications in structural biology and protein design, focusing on AlphaFold2 and emerging methods for visualizing proteins and creating novel ones for therapeutic use.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
The Aspen Institute

The Chemistry of Beauty - The Lore and the Science

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Explore the science behind cosmetics with expert panelists discussing key ingredients, breakthroughs, consumer diversity, and industry regulations in hair and skin products.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Institut Henri Poincaré

Parameters and Determinants of Responses to Selection in Antibody Libraries

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Explore determinants of selection responses in antibody libraries, focusing on key parameters and their impact on library evolution and optimization.
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1 Lesons
30 minutes
On-Demand
Free-Video
National Human Genome Research Institute

Evolved Base Editors, Prime Editors, Recombinases, and Transposases for Targeted Gene Correction - David Liu

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Evolved base editors, prime editors, recombinases, and transposases for targeted gene correction and integration in cells, animals, and patients. Cutting-edge genome editing technologies and their therapeutic applications.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
MLOps.community

LLMs in Biomaterials Production - MLOps Podcast #193

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Explore AI-driven protein design for sustainable biomaterials. Discover how LLMs revolutionize biotech, from vegan collagen to eco-friendly plastics, and the challenges of decoding protein "grammar" for future innovations.
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25 Lesons
55 minutes
On-Demand
Free-Video
Valence Labs

Multimodal Deep Learning for Protein Engineering

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Explore multimodal deep learning for protein engineering, covering sequence-based models, structural approaches, and biophysical features to predict and generate functional proteins.
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11 Lesons
1 hour 3 minutes
On-Demand
Free-Video
MICDE University of Michigan

Protein Design Workflows Employing Reinforcement Learning and Preference Optimization - Tutorial 4

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Explore protein design workflows using reinforcement learning and preference optimization techniques for advanced molecular engineering.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Center for Physical Genomics and Engineering

Investigating Gene Activation Dynamics in Human Polycomb Chromatin with Synthetic Reader-Effectors

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Explore gene activation dynamics in human polycomb chromatin using synthetic reader-effectors. Gain insights from Dr. Karmella Haynes' research on applying chromatin properties to engineer proteins controlling cell development.
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1 Lesons
36 minutes
On-Demand
Free-Video
Labroots

Introducing ALiCE - Simple, Scalable, Cell-Free Expression of Difficult-to-Express Proteins

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Explore ALiCE®, a eukaryotic lysate for high-yield protein expression. Learn about its capabilities in post-translational modifications and potential for protein engineering. Gain insights from Dr. Charles Williams of LenioBio.
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1 Lesons
43 minutes
On-Demand
Free-Video
Labroots

Accelerate Discovery and Development by Optimizing the Protein Engineering Workflow

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Optimize protein engineering workflow for enhanced biologics development. Learn advanced gene synthesis and expression techniques to boost yields and accelerate discovery in mammalian systems.
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1 Lesons
26 minutes
On-Demand
Free-Video
Labroots

TRACeR: Antigen-Centric MHC Recognition by a Novel Engineered Protein Platform

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Explore a novel engineered protein platform for antigen-centric MHC recognition, revolutionizing immune system understanding and potential therapeutic applications.
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1 Lesons
39 minutes
On-Demand
Free-Video
Simons Institute

Machine Learning-Based Design of Proteins

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Explore machine learning-based protein design with Jennifer Listgarten, covering directed evolution, predictive models, and optimization techniques for gene therapy applications.
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15 Lesons
32 minutes
On-Demand
Free-Video
Paul G. Allen School

Machine Learning-based Design of Proteins and Small Molecules

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Explore machine learning approaches for protein engineering, focusing on data-driven design to create proteins with desired properties and the challenges of extrapolation in predictive modeling.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Simons Institute

Machine Learning-Based Protein Engineering - Insights and Approaches

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Explore ML-based protein engineering insights, discussing cutting-edge techniques and potential applications in biotechnology and drug discovery.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Illuminating Protein Space with Generative Models

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Explore generative modeling for protein design, focusing on building learning systems that can generalize, scale, and create fit-for-purpose protein complexes on demand.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Yannic Kilcher

BERTology Meets Biology - Interpreting Attention in Protein Language Models

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Explores how BERT models trained on protein sequences learn biological properties, revealing insights into protein structure, binding sites, and biophysical characteristics through attention mechanism analysis.
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10 Lesons
37 minutes
On-Demand
Free-Video
BIMSA

Whole-Brain Neuroscience in Larval Zebrafish

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Explore whole-brain neuroscience in larval zebrafish, examining neuronal circuits, behavior, and advanced techniques for measuring and manipulating brain activity during virtual reality experiments.
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1 Lesons
54 minutes
On-Demand
Free-Video
BIMSA

Whole-Brain Neuroscience in Larval Zebrafish

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Explore whole-brain neuroscience in larval zebrafish, examining neuronal circuits, behavior, and advanced techniques for measuring and manipulating brain activity during virtual reality experiments.
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1 Lesons
54 minutes
On-Demand
Free-Video
MICDE University of Michigan

Foundation Models for Enabling Rational Design of Biological Systems - Lecture 3

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Explore foundation models for rational design of biological systems with Arvind Ramanathan, advancing understanding in computational biology and system engineering.
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1 Lesons
30 minutes
On-Demand
Free-Video
Broad Institute

Machine Learning for Protein Engineering in Drug Discovery

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Discover how machine learning intersects with molecular biology and protein engineering through insights from UC Berkeley Professor Jennifer Listgarten's keynote address on advancing drug discovery innovations.
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1 Lesons
52 minutes
On-Demand
Free-Video
Labroots

Accelerate Discovery and Development by Optimizing the Protein Engineering Workflow

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Discover advanced techniques for optimizing protein engineering workflows, from gene synthesis to protein expression, with emphasis on enhanced antibody yields and improved codon usage strategies.
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1 Lesons
26 minutes
On-Demand
Free-Video