Lectures related to Quantile Normalization in Genomics

Genomic Data Analysis: Techniques and Applications

Covers gene expression measurement techniques and analysis methods in genomics.

Data available from the Allen human brain atlases

Covers the data available from the Allen human brain atlases, including gene expression analysis and the BrainSpan Atlas.

Single-cell and Spatially Resolved RNA-seq MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Explores single-cell RNA-seq, tissue dissociation, capture methods, and differential gene expression analysis.

Bulk Transcriptome Analysis: RNA-seq Workflow and Gene Expression Analysis MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Explains transcriptomics, RNA-seq workflow, and gene expression analysis for disease biomarkers.

Genomic Data Analysis: Microarray Technology

Explores microarray technology for genomic data analysis, covering Affymetrix GeneChip Probe Arrays, data preprocessing, normalization, differential expression analysis, and method comparisons.

Genomic Regulation and Personalized Medicine

Explores chromatin loops, gene expression regulation, personalized medicine, and genomic variations.

Single cell RNA-sequencing: Methods and Data Analysis

Covers the process of single cell RNA-sequencing and clustering data.

Understanding Cancer Genomics

Explores the revolution in cancer genomics, sequencing technologies, gene expression influence, and sequencing methods.

Robust Regression in Genomic Data Analysis

Explores robust regression in genomic data analysis, focusing on downweighting large residuals for improved estimation accuracy and quality assessment metrics like NUSE and RLE.

The Molecules of Life: Nucleic Acids

Covers the structure and functions of nucleic acids, including genetic information storage and gene expression.

Genomics: Gene Regulatory Networks

Explores gene regulatory networks, protein-DNA interactions, and regulatory elements in genomics.

The Allen Institute Mouse Brain Data MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Explores the Allen Institute Mouse Brain data collection and development processes.

Gene Expression: Introduction and Data Analysis

Covers gene expression data quantification, genome analysis, and large-scale studies.

Regulatory Variation & Precision Medicine

Explores regulatory variation's impact on precision medicine, focusing on non-coding GWAS SNPs and gene expression variation.

Ribosome Profiling: Techniques and Applications

Explores ribosome profiling techniques, chemical applications, and translational insights in gene-specific features and behavioral responses.

Introduction to Neuroinformatics MOOC: Simulation Neurocience

Covers the heterogeneous neuroscience data, techniques like microarrays and gene sequencing, data integration, and the importance of metadata in organizing and sharing data.

Using AGEA in the Allen Mouse Brain Atlas

Introduces the Anatomic Gene Expression Atlas (AGEA) for exploring gene expression patterns in the mouse brain.

Single-cell Temporal-Omics: Inference of Transcriptional Dynamics

On Single-cell Temporal-Omics explores inferring transcriptional dynamics from snapshot data and interpreting RNA velocity in RNA metabolism.

Early Life Modulators of Aging and Age-Associated Diseases

Delves into the effects of early-life oxidative stress on lifespan and age-related diseases in C. elegans.

Genomics Tools in Neuroscience Research MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Explores gene regulation, genomics tools, DNA sequencing, and PCR in neuroscience research.