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Computational Genomics

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Computational Genomics Courses and Certifications

Learn Computational Genomics, earn certificates with free online courses from MIT, Peking University, IISER - Bhopal, San Diego State University and other top universities around the world. Read reviews to decide if a class is right for you.

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Machine Learning for Genomics Fall 2020

Fall 2020 Prof. Manolis Kellis Computational Biology: Genomes, Networks, Evolution, Health Machine Learning in Genomics: Dissecting the circuitry of Human Disease
- YouTube
- 1 day 8 hours
- On-Demand
- Free Video
San Diego State University
Computational Genomics

Explore computational genomics, covering DNA sequencing technologies, genome assembly, BLAST algorithms, antibiotic resistance, and advanced k-mer analysis techniques.
- YouTube
- 6 hours
- On-Demand
- Free Video
IISER - Bhopal; NPTEL
Computational Genomics

Explore genomic analysis methods, algorithms, and tools for processing biological data. Gain skills in sequence assembly, annotation, and interpretation of genomic and transcriptomic information.
- Swayam
- 12 weeks
- On-Demand
- Free Online Course
Applied Functional Programming in Computational Genomics

Explore functional programming solutions for computational genomics algorithms, focusing on the "read alignment problem" in next-gen DNA sequencing.
- YouTube
- 53 minutes
- On-Demand
- Conference Talk
Computational Genomics Summer Institute CGSI
Empirical Bayes and Its Applications: Shrinkage, Hypothesis Testing, and More

Explore Empirical Bayes methods for shrinkage, hypothesis testing, and genomic studies. Learn statistical techniques to estimate and test effects in multiple conditions.
- YouTube
- 46 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
AI Models in Reproductive Medicine - CGSI 2024

Explore AI applications in reproductive medicine, focusing on predictive modeling for embryo selection and personalized fertility treatments. Learn about cutting-edge research and future directions.
- YouTube
- 32 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Synthetic Data in Medical Imaging: Are We There Yet?

Explore synthetic data's potential and challenges in medical imaging, focusing on recent advancements and future prospects for improved healthcare applications.
- YouTube
- 33 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Computational Methods for Cross-Species Epigenomic Analyses - CGSI 2024

Explore computational methods for cross-species epigenomic analyses, focusing on DNA methylation imputation and conservation scoring across mammalian species.
- YouTube
- 25 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Digging into the Foundations of Generative AI for Healthcare

Explore foundations of generative AI in healthcare, focusing on automated learning for multivariate diffusions, denoising score matching, and targeted updates of language models.
- YouTube
- 25 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Towards Foundation Models for Electronic Health Records

Explore foundation models for Electronic Health Records, examining their potential and limitations in healthcare decision support and data analysis.
- YouTube
- 28 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Empirical Bayes Matrix Factorization and Parts-Based Representations

Explore empirical Bayes matrix factorization and parts-based representations in computational genomics, focusing on tumor transcriptional heterogeneity analysis from single-cell RNA-seq data.
- YouTube
- 49 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Issues with Deconvolution Using Single-Cell Profiles - CGSI 2024

Explore challenges in deconvolution using single-cell profiles, examining key issues and potential solutions in computational genomics.
- YouTube
- 21 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Improving K-Means Clustering via Simple Iterative Optimization

Explore advanced k-means clustering techniques through simple iterative optimization, enhancing computational genomics analysis and machine learning applications.
- YouTube
- 40 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Examples of MM Algorithms - CGSI 2024

Explore MM algorithms through practical examples, enhancing understanding of their applications in statistics, signal processing, and machine learning.
- YouTube
- 47 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Topic Models for Multiscale Analysis - CGSI 2024

Explore multiscale analysis of count data using topic models. Learn probabilistic techniques for latent variable modeling in microbiome studies and generative models across disciplines.
- YouTube
- 47 minutes
- On-Demand
- Free Video

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