Search result for Genomic data analysis Online Courses & Certifications
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Bioconductor for Genomic Data Science
by Kasper Daniel Hansen, PhD- 3.9
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Approx. 9 hours to complete
Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns Hopkins University. rtracklayer - Data Import Basic Data Types Getting data into Bioconductor Count-based RNA-seq analysis...
Bacterial Bioinformatics
by Rebecca Wattam- 4.8
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Approx. 14 hours to complete
This course provides demonstrations and exercises for performing common genomics-based analysis tasks of bacterial sequence data. PATRIC is the NIH/NIAID-funded bacterial Bioinformatics Resource Center, providing comprehensive bacterial genomic data with integrated analysis tools and visualizations. Comprehensive Genome Analysis Introduction to Comprehensive Genome Analysis in PATRIC Review of the Comprehensive Genome Analysis Service...
Advanced Bioconductor
by Rafael Irizarry , Michael Love- 0.0
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4 Weeks
Learn advanced approaches to genomic visualization, reproducible analysis, data architecture, and exploration of cloud-scale consortium-generated genomic data. We study out-of-memory approaches to the analysis of very large data resources, using relational databases or HDF5 as "back ends" with familiar R interfaces. Data Analysis for Life Sciences: 4x: High-Dimensional Data Analysis Static and interactive visualization of genomic data...
$149
Demystifying Biomedical Big Data: A User’s Guide
by Bassem R. Haddad , Sheila Cohen Zimmet , Robert Clarke , Yuriy Gusev- 0.0
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8 Weeks
For non-bioinformaticians, “handling” big data remains a daunting task. Understand how biomedical data are being generated and processed Explore and analyze genomic, transcriptomic, and proteomic data using various online analysis tools Make sense of big data using systems biology resources and tools Appreciate the value of big data in biomedical research and clinical practice (e....
$49
An Introduction to Practical Deep Learning
by Andres Rodriguez , Nikhil Murthy , Hanlin Tang- 4.3
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Approx. 17 hours to complete
This course provides an introduction to Deep Learning, a field that aims to harness the enormous amounts of data that we are surrounded by with artificial neural networks, allowing for the development of self-driving cars, speech interfaces, genomic sequence analysis and algorithmic trading....
Data Science in Stratified Healthcare and Precision Medicine
by Dr Areti Manataki , Dr Frances Wong- 4.6
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Approx. 17 hours to complete
An increasing volume of data is becoming available in biomedicine and healthcare, from genomic data, to electronic patient records and data collected by wearable devices. Recent advances in data science are transforming the life sciences, leading to precision medicine and stratified healthcare. Demystifying Data Science Modelling the Data Medical Imaging Data & Modalities...
Genomic Data Science Capstone
by Jeff Leek, PhD , Kasper Daniel Hansen, PhD- 4.5
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Approx. 12 hours to complete
You'll work with a real data set to perform analyses and prepare a report of your findings. Getting the data from SRA Exploratory Analysis Statistical Analysis Gene Set Analysis Describe Your Analysis...
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Whole genome sequencing of bacterial genomes - tools and applications
by Lina Cavaco , Pimlapas Leekitcharoenphon- 4.6
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Approx. 7 hours to complete
Apply genomic tools for sub-typing and surveillance Define the concept of Next-Generation Sequencing and describe the sequencing data from NGS Explain the concept and be able to use the integrated bacterial analysis pipeline for batch analysis and typing of genomic data Application of Genomic tools- One technology takes it all Bacterial analysis pipeline- batch upload...
Introduction to Bioconductor
by Rafael Irizarry , Michael Love , Vincent Carey- 0.0
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4 Weeks
We then move on to describing how raw data and experimental information are imported into R and how we use Bioconductor classes to organize these data, whether generated locally, or harvested from public repositories or institutional archives. Data Analysis for Life Sciences: 4x: High-Dimensional Data Analysis Genomics Data Analysis: The Bioconductor Genomic Ranges Utilities...
$149
Antimicrobial resistance - theory and methods
by Lina Cavaco , Pimlapas Leekitcharoenphon , Rene S. Hendriksen- 4.7
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Approx. 9 hours to complete
Know the basic concepts about analysis and interpretation of results of AST, including different breakpoints, cut-off setting and their applications. Understand the concept and be able to apply genomic analysis tools used to detect resistance genes and other relevant genes from Whole Genome Sequencing (WGS) data (with demonstration of selected online tools)...
