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The Series Finale of Online Education: Coursera Acquires Udemy

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Algorithms in Computational Biology and Sequence Analysis

Master computational biology algorithms and data structures for analyzing genomic datasets, from sequence alignment to evolutionary tree construction, with hands-on programming using real biological data like SARS-CoV2.
- Swayam
- 12 weeks
- On-Demand
- Free Online Course
Computational Genomics Summer Institute CGSI
Large Language Models for Computational Biology - A Primer

Explore large language models in computational biology, covering transformers, pretraining, and applications in genomics and single-cell analysis.
- YouTube
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Manolis Kellis
Introduction to Machine Learning in Computational Biology - Lecture 1

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
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Computational Genomics Summer Institute CGSI
Graph and Algebraic Signal Processing Basics for Computational Biology

Explore graph and algebraic signal processing fundamentals for computational biology, covering key concepts, challenges, and applications in genomic data analysis.
- YouTube
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Materials Cloud
Methods for Computational Biology and Drug Discovery

Explore fundamental computational methods in physics and chemistry, presented by their creators, with insights into their development and applications.
- YouTube
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International Centre for Theoretical Sciences
Computational Cancer Biology: An Expedition Towards Precision Oncology

Explore computational approaches in cancer research, from mathematical modeling to machine learning, aimed at understanding disease progression and developing precision treatments.
- YouTube
- 1 hour 22 minutes
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Computational Genomics Summer Institute CGSI
Integer Linear Programming for Computational Biology

Discover how integer linear programming solves complex computational biology problems through practical applications and mathematical optimization techniques.
- YouTube
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Broad Institute
MIA Lightning Talks on Computational Biology and Gene Expression Analysis (2025)

Explore cutting-edge research in computational biology through four lightning talks covering protein language models, gene expression interpretation, spatial gene variability, and deep learning applications in genomics.
- YouTube
- 48 minutes
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- Free Video
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Evolution in Machine Learning and Computational Biology - Lecture 21

Dive into computational approaches for studying evolutionary biology, exploring genomic patterns, molecular evolution, and machine learning applications in evolutionary analysis.
- YouTube
- 1 hour 34 minutes
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Computational Genomics Summer Institute CGSI
Large Language Models in Computational Biology - A Primer (2024 Update)

Explore how large language models are revolutionizing computational biology with this updated primer from Jian Ma at CGSI 2024.
- YouTube
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Finding Hidden Messages in DNA (Bioinformatics I)
18 reviews

Explore DNA's hidden messages using computational biology. Learn algorithms to identify replication origins and molecular clocks in bacterial genomes. Apply motif-finding software to real biological data.
- Coursera
- 16 hours
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- Paid Course
Algorithms for DNA Sequencing
17 reviews

Explore DNA sequencing algorithms and data structures using Python. Analyze real genomes, implement key methods, and gain insights into genomics and sequencing technology.
- Coursera
- 12 hours
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Introduction to Genomic Technologies
12 reviews

Explore genomics fundamentals, sequencing technologies, and data analysis techniques. Gain essential knowledge in molecular biology, computing, and data science for genomic research.
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Conducting Introductory Computational Biology Research
263 ratings at Udemy

Get an introduction to computational biology and learn what it takes to develop a research project
- Udemy
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Foundations of Computational and Systems Biology

This course is an introduction to computational biology emphasizing the fundamentals of nucleic acid and protein sequence and structural analysis.
- MIT OpenCourseWare
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