Protein Engineering Courses and Certifications

Broad Institute

Computational Protein Design and De Novo Design of Proteins

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.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

Labroots

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

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.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Labroots

Accelerate Discovery and Development by Optimizing the Protein Engineering Workflow

Optimize protein engineering workflow for enhanced biologics development. Learn advanced gene synthesis and expression techniques to boost yields and accelerate discovery in mammalian systems.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Labroots

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

Explore a novel engineered protein platform for antigen-centric MHC recognition, revolutionizing immune system understanding and potential therapeutic applications.

• YouTube
• 39 minutes
• On-Demand
• Free Video

MICDE University of Michigan

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

Explore protein design workflows using reinforcement learning and preference optimization techniques for advanced molecular engineering.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Valence Labs

Multimodal Deep Learning for Protein Engineering

Explore multimodal deep learning for protein engineering, covering sequence-based models, structural approaches, and biophysical features to predict and generate functional proteins.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Broad Institute

Protein Design with Generative Diffusion Models

Explore generative diffusion models for protein design, covering theoretical foundations and applications in sequence and structure generation for optimized engineering and biological insights.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Labroots

Accelerate Discovery and Development by Optimizing the Protein Engineering Workflow

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.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Frontiers of Medical AI - Therapeutics and Workflows

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.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Shenyang Agricultural University

Food Biotechnology

Master cutting-edge biotechnology applications in food science, from genetic engineering and protein modification to fermentation processes and biological detection methods for innovative food production.

• XuetangX
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

Structural Biology

Explore protein architecture, structural biology techniques, and 3D visualization. Learn to interpret macromolecular structures, understand enzyme function, and apply knowledge to drug design and protein engineering.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Yannic Kilcher

BERTology Meets Biology - Interpreting Attention in Protein Language Models

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.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Simons Institute

Machine Learning-Based Design of Proteins

Explore machine learning-based protein design with Jennifer Listgarten, covering directed evolution, predictive models, and optimization techniques for gene therapy applications.

• YouTube
• 32 minutes
• On-Demand
• Free Video

a16z

CRISPR 2.0 and the Future of Gene Therapies

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.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Simons Institute

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

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.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video