28
March
Processing of NGS data
10:00 am - 12:00 pm

Event Details: (Pre-processing, Alignment and Quantification - RNA-seq example) 1. Role of quality control and re-processing in standard RNA-seq pipelines (Trimmomatic/PCR-clean) 2. Mapping techniques: mapping on transcriptome,...

02
April
Analysis of Gene Expression
10:00 am - 11:00 am
Online

Session will cover: 1. Correlation – detecting correlation of features and factors 2. Clustering of samples using gene expression profiles 3. Clustering of genes by expression profiles...

04
April
Exploratory Data Analysis
10:00 am - 12:00 pm

Event Details: 1. Filtering, removing noise and Normalization Techniques 2. Exploring multi-dimensional data using PCA visualization 3. Principal Components and variance – outliers, filtering, normalization

11
April
Analysis of Gene Expression – hypothesis testing and biostatistics
10:00 am - 12:00 pm

Event Details: 1. Correlation – detecting correlation of features and factors 2. Clustering of samples using gene expression profiles 3. Clustering of genes by expression profiles across...

16
April
Using Machine Learning for Expression Data
10:00 am - 11:00 am
Online

Session will cover: 1. Decision Trees, Discriminant Analysis and Support Vector Machines 2. Feature Selection and expanding the list of features 3. Data Visualization

18
April
DNA Variation, Gene and Isoform expression, DNA Methylation and Histone Modification
10:00 am - 12:00 pm

Event Details: 1. Detecting SNVs and measuring frequency of mutations (example - Ebola) 2. Somatic Mutations in Cancer 3. Epigenetic regulation in neurodegenerative diseases 4. Multi Omics integration...

23
April
Independent project work
10:00 am - 11:00 pm
Online

Students are expected to work on the independent projects. They can either choose from the list of projects provided by us or they can...

23
April
Interpretation
10:00 am - 11:00 am
Online

Session will cover: 1. Annotation using Gene Ontology 2. Human GAGE: Gene Set Enrichment Analysis 3. Statistical Significance and Reproducibility

09
May
Interpretation
10:00 am - 12:00 pm

Event Details: 1. Annotation using Gene Ontology 2. Human GAGE: Gene Set Enrichment Analysis 3. Statistical Significance and Reproducibility

16
May
Independent project work
10:00 am - 12:00 pm

Event Details: Participants will be asked to work on the independent project which they can choose from the list of the projects or can work...

22
March
LBRN Event: Machine Learning Workshop II

Machine Learning for Biomedical Data (LBRN) NOTE: This workshop is free for LBRN members, online access to non-LBRN members is available upon registration. This...

14
March
Introductory meeting
10:00 am - 12:00 pm

Event Details: 1. Goal of the program and introduction 2. Overview of the tools and resources for this program (edu.t-bio.info courses, projects and datasets and the...

12
March
Introduction to the program
10:00 am - 11:00 am
Online

Session will cover: 1. Overview of the tools and resources for this program (edu.t-bio.info courses, projects and datasets and the T-BioInfo Analytics Platform) 2. Expectations and...

08
March
LBRN Event: Introduction to MetaGenomics
10:00 am - 12:00 pm
Online only

LBRN has partnered with Pine Biotech to offer an innovative curriculum that was designed to quickly introduce complex bioinformatics topics in a project-based approach.

25
February
LBRN Event: Machine Learning Workshop

Machine Learning has become an exciting approach to extract meaningful insights from big heterogenous datasets such as those that are commonplace in biomedical research....

04
February
Hands-on Biomedical Data Science Training Program
8:30 am - 11:00 pm
Online

LBRN has partnered with Pine Biotech to offer an innovative curriculum that was designed to quickly introduce complex bioinformatics topics in a project-based approach.

04
February
LBRN Event: Genomics Workshop

LBRN has partnered with Pine Biotech to offer an innovative curriculum that was designed to quickly introduce complex bioinformatics topics in a project-based approach.

11
December
Hands-on Biomedical Data Science Training Program
8:30 am - 11:00 pm
Online

LBRN has partnered with Pine Biotech to offer an innovative curriculum that was designed to quickly introduce complex bioinformatics topics in a project-based approach.

10
December
LBRN Event: RNA Seq Workshop

LBRN has partnered with Pine Biotech to offer an innovative curriculum that was designed to quickly introduce complex bioinformatics topics in a project-based approach.

03
December
LBRN Event: Introduction to Epigenetics
10:00 am - 12:00 pm
Online only

LBRN has partnered with Pine Biotech to offer an innovative curriculum that was designed to quickly introduce complex bioinformatics topics in a project-based approach.