Manolis Kellis Courses

AI in Medicine - Keynote at Cambridge CCAIM24 Summer School

1 rating

Explore AI's transformative impact on medicine with insights from a leading expert, covering cutting-edge applications and future possibilities in healthcare.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Introduction to Drug Development - Lecture 13

1 rating

Explore the fundamentals of drug development, from initial research through clinical trials and regulatory approval processes in this comprehensive pharmaceutical sciences overview.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Introduction to Machine Learning in Computational Biology - Lecture 1

1 rating

Comprehensive overview of computational biology, exploring GenAI, representation learning, and their applications in genomics and language models. Insights into future directions and potential impacts.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Machine Learning in Computational Biology Fall 2024

Explore machine learning applications in computational biology, covering single-cell analysis, protein folding, drug development, genomics, and metabolic modeling techniques.

• YouTube
• 1 day 6 hours 55 minutes
• Self-Paced
• Free Video

Computational Systems Therapeutics - Lecture 19

Explore computational approaches to drug discovery and therapeutic development through systems biology and machine learning methodologies in this advanced lecture.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Mantis AI - Cognitive Cartography

Discover how MIT's Mantis AI maps cognitive processes through advanced cartography techniques in this cutting-edge summit presentation on artificial intelligence breakthroughs.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

AI Keynote - July 2025 - Athens, Greece

Discover cutting-edge AI insights from leading researcher Manolis Kellis in this keynote presentation delivered at the Greeks in AI conference in Athens.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Protein Folding Algorithms - Lecture 9

Explore protein folding algorithms, their applications, and computational approaches in structural biology and drug discovery.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Epigenomics and Hidden Markov Models in Computational Biology - Lecture 5

Explore epigenomics, histone modifications, and DNA profiling techniques. Learn about read mapping, quality control, and Hidden Markov Models for analyzing chromatin states in computational biology.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Keynote: On the Verge of Synthetic Biology Breakthroughs - September 7, 2024

Explore cutting-edge genomics and synthetic biology insights in Manolis Kellis' keynote address at iGEM OnTheVerge, delving into future possibilities and current advancements.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Regulatory Circuitry and Networks - Lecture 7

Explore regulatory circuitry and networks in biological systems, focusing on gene regulation mechanisms and their interconnected pathways.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Intro to Protein Structure - Lecture 8

Explore protein structure fundamentals, including amino acid composition, peptide bonds, and folding mechanisms. Gain insights into structural hierarchy and functional implications.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Sequence Alignment and Dynamic Programming in Computational Biology - Lecture 4

Comprehensive exploration of sequence alignment techniques, from comparative genomics to dynamic programming, covering local alignment, hashing, and BLAST for efficient genomic analysis and evolutionary insights.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Chemistry and Graph Neural Networks - Lecture 14

Dive into Graph Neural Networks (GNNs) and their applications in computational chemistry, exploring molecular structure analysis and chemical property prediction.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Protein Structure with Transformers - Lecture 9

Explore protein structure prediction using transformer models, uncovering advanced techniques for understanding and analyzing protein folding and interactions.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video