OmicsLogic Inc

OmicsLogic Inc Deciphering Omics Data with Precision and Pioneering Data Science to Unveil the Language of Life.

We facilitate your entire research journey, providing custom-built tools and software solutions tailored to meet your specific research needs. Pine Biotech was established to bring computational big-data analysis tools to the Agrotech and Biotech industries to address industry-specific challenges.

VCF (Variant Call Format) files are a cornerstone of cancer genomics, capturing genetic variants such as SNPs, insertion...
06/17/2026

VCF (Variant Call Format) files are a cornerstone of cancer genomics, capturing genetic variants such as SNPs, insertions, deletions, and somatic mutations identified through sequencing data. By comparing tumor and normal samples, researchers can pinpoint cancer-driving mutations and uncover the molecular basis of disease.

These insights help identify actionable biomarkers, predict treatment response, study tumor evolution, and support precision oncology strategies. From mutation discovery to clinical decision-making, VCF files transform raw sequencing data into meaningful biological and therapeutic insights.

How close are we to unlocking the full potential of precision oncology?

๐Ÿ”Ž Found this helpful? ๐Ÿšจ Join our ๐‚๐š๐ง๐œ๐ž๐ซ ๐†๐ž๐ง๐จ๐ฆ๐ข๐œ๐ฌ ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ (๐Œ๐ฎ๐ญ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ; ๐•๐š๐ซ๐ข๐š๐ง๐ญ ๐€๐ง๐ง๐จ๐ญ๐š๐ญ๐ข๐จ๐ง, & ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐ƒ๐š๐ญ๐š ๐ˆ๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ž๐ญ๐š๐ญ๐ข๐จ๐ง)!

๐Ÿงฌ๐Ÿ”ฌ This hands-on workshop will take you through the hallmarks of cancer, key pathways, and genomic alterations, diving into driver vs. passenger mutations, SNVs, Indels, CNVs, and SVs. Explore oncogenes, tumor suppressors, and NGS data formats (FASTQ, BAM, VCF) while working with real datasets from COSMIC, TCGA, and cBioPortal.

Learn variant analysis (IGV, ANNOVAR, VEP) & clinical annotation (MAFtools, oncoplots, mutation burden analysis), and apply your skills on real cancer data. ๐Ÿš€

๐Ÿ”— For more information on workshop structure, curriculum, and training resources, register here: https://forms.gle/3GPoVrHxFpGvBt6HA

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: July 6, 2026 - July 9,2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:00 PM IST | 8:30 AM CDT
๐Ÿ“ ๐‹๐จ๐œ๐š๐ญ๐ข๐จ๐ง: Online

๐Ÿš€๐Ÿงฌ ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐๐จ๐ฐ ๐Ž๐ฉ๐ž๐ง: ๐Ÿ’-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐‹๐ข๐ช๐ฎ๐ข๐ ๐๐ข๐จ๐ฉ๐ฌ๐ฒ โ€“ ๐œ๐ญ๐ƒ๐๐€ ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌLearn how to transform c...
06/17/2026

๐Ÿš€๐Ÿงฌ ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐๐จ๐ฐ ๐Ž๐ฉ๐ž๐ง: ๐Ÿ’-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐‹๐ข๐ช๐ฎ๐ข๐ ๐๐ข๐จ๐ฉ๐ฌ๐ฒ โ€“ ๐œ๐ญ๐ƒ๐๐€ ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ

Learn how to transform circulating tumor DNA (ctDNA) sequencing data into actionable clinical insights through a complete hands-on bioinformatics workflow. This workshop is designed to help participants confidently analyze liquid biopsy datasets, from raw sequencing reads to biomarker discovery and clinical interpretation.

๐Ÿ“Œ ๐–๐ก๐š๐ญ ๐˜๐จ๐ฎโ€™๐ฅ๐ฅ ๐‹๐ž๐š๐ซ๐ง

๐Ÿงฌ Fundamentals of cell-free DNA (cfDNA) and circulating tumor DNA (ctDNA)
๐Ÿ’ป Quality control, preprocessing, and genomic alignment of sequencing data
๐Ÿ” Variant calling, filtering, annotation, and mutation interpretation
๐Ÿ“Š ctDNA fragmentation analysis and biomarker discovery
๐Ÿงช Tumor mutational burden (TMB) and copy number variation (CNV) analysis
๐Ÿ“ˆ Clinical statistics, survival analysis, and data visualization using R

๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐€๐ญ๐ญ๐ž๐ง๐: PhD and Master's students, cancer researchers, bioinformaticians, clinical scientists, wet-lab researchers transitioning into computational biology, and professionals interested in liquid biopsy and precision oncology.

๐Ÿ”— ๐‘ญ๐’๐’“ ๐’˜๐’๐’“๐’Œ๐’”๐’‰๐’๐’‘ ๐’…๐’†๐’•๐’‚๐’Š๐’๐’” ๐’‚๐’๐’… ๐’“๐’†๐’ˆ๐’Š๐’”๐’•๐’“๐’‚๐’•๐’Š๐’๐’:
https://forms.gle/kwSd3SvYAivZwnQs8

๐Ÿ“… Dates: August 10 โ€“ August 13, 2026
๐Ÿ•’ Time: 7:00 PM IST | 8:30 AM CDT
๐ŸŒŽ Location: Online

๐Ÿ”„ Share this post with colleagues, students, and researchers interested in liquid biopsy, cancer genomics, and precision medicine.

NGS Bioinformatics Genomics ClinicalResearch DataAnalysis

๐Ÿ“Š ๐„๐ฑ๐œ๐ž๐ฅ ๐ ๐จ๐ญ ๐ฒ๐จ๐ฎ ๐ญ๐ก๐ซ๐จ๐ฎ๐ ๐ก ๐ฒ๐จ๐ฎ๐ซ ๐Ÿ๐ข๐ซ๐ฌ๐ญ ๐ฉ๐ฅ๐จ๐ญ๐ฌ โ€” but it won't get you published. We've all been there: building a chart in Exc...
06/17/2026

๐Ÿ“Š ๐„๐ฑ๐œ๐ž๐ฅ ๐ ๐จ๐ญ ๐ฒ๐จ๐ฎ ๐ญ๐ก๐ซ๐จ๐ฎ๐ ๐ก ๐ฒ๐จ๐ฎ๐ซ ๐Ÿ๐ข๐ซ๐ฌ๐ญ ๐ฉ๐ฅ๐จ๐ญ๐ฌ โ€” but it won't get you published.

We've all been there: building a chart in Excel, fighting with formatting, and still ending up with a figure that doesn't look quite "publication-ready."

That's exactly the gap our latest blog on ๐Ž๐ฆ๐ข๐œ๐ฌ๐‹๐จ๐ ๐ข๐œ ๐๐ฅ๐จ๐ ๐’๐ฉ๐š๐œ๐ž addresses โ€” a complete guide to ๐ ๐ ๐ฉ๐ฅ๐จ๐ญ๐Ÿ, the most powerful data visualization package in R. Built on Hadley Wickham's "๐‘ฎ๐’“๐’‚๐’Ž๐’Ž๐’‚๐’“ ๐’๐’‡ ๐‘ฎ๐’“๐’‚๐’‘๐’‰๐’Š๐’„๐’”," ggplot2 lets you build plots layer by layer: data โ†’ aesthetics โ†’ geoms โ†’ scales โ†’ themes.

Inside the blog, you'll find real bioinformatics examples โ€” gene expression bar charts, RNA-seq histograms, and time-series plots tracking EGFR, TP53 and IL6 across 10 days โ€” plus the exact code to recreate them.

๐Ÿ“– ๐‘๐ž๐š๐ ๐ญ๐ก๐ž ๐Ÿ๐ฎ๐ฅ๐ฅ ๐ ๐ฎ๐ข๐๐ž โ†’ https://omicslogic.com/blogs/data-visualization-with-ggplot2-in-r-a-complete-guide-to-the-grammar-of-graphics

๐Ÿ’ฌ What's the messiest chart you've ever tried to make in Excel? ๐Ÿ‘‡

The ggplot2 package in R is widely used to create clean, publication-ready visualizations in biology and bioinformatics....
06/17/2026

The ggplot2 package in R is widely used to create clean, publication-ready visualizations in biology and bioinformatics.

Built on the Grammar of Graphics, it allows researchers to map data like gene expression, sequencing results, and clinical variables into clear, layered visuals.

From exploratory analysis to final figures, ggplot2 helps transform complex datasets into meaningful insights.

๐Ÿ’ป๐Ÿงฌ Learn more in our ๐Ÿ‘-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐ˆ๐ง๐ญ๐ž๐ซ๐š๐œ๐ญ๐ข๐ฏ๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐‘ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฆ๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐Ž๐ฆ๐ข๐œ๐ฌ ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ.

This hands-on workshop is designed to provide a solid foundation in R programming, focusing on its applications in omics data analysis. Whether you're a beginner in bioinformatics or looking to enhance your skills, this course will empower you to easily manipulate, visualize, and analyze biological datasets.

๐Ÿ”—๐…๐จ๐ซ ๐ฆ๐จ๐ซ๐ž ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐จ๐ง ๐ฐ๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐ฌ๐ญ๐ซ๐ฎ๐œ๐ญ๐ฎ๐ซ๐ž, ๐œ๐ฎ๐ซ๐ซ๐ข๐œ๐ฎ๐ฅ๐ฎ๐ฆ, ๐š๐ง๐ ๐ญ๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐ซ๐ž๐ฌ๐จ๐ฎ๐ซ๐œ๐ž๐ฌ, ๐ซ๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/kARjd4o5g71T3ZrL7

๐˜•๐˜ฐ ๐˜ฑ๐˜ณ๐˜ช๐˜ฐ๐˜ณ ๐˜ค๐˜ฐ๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฆ๐˜น๐˜ฑ๐˜ฆ๐˜ณ๐˜ช๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ ๐˜ช๐˜ด ๐˜ณ๐˜ฆ๐˜ฒ๐˜ถ๐˜ช๐˜ณ๐˜ฆ๐˜ฅโ€”๐˜ฑ๐˜ฆ๐˜ณ๐˜ง๐˜ฆ๐˜ค๐˜ต ๐˜ง๐˜ฐ๐˜ณ ๐˜ฃ๐˜ฆ๐˜จ๐˜ช๐˜ฏ๐˜ฏ๐˜ฆ๐˜ณ๐˜ด!

๐Ÿ”„ Share this post with your peers or colleagues who might be interested in joining the workshop!

๐Ÿ”ฌ Curious about proteomic data analysis?Swipe through to discover the general steps involved! If you find this helpful, ...
06/17/2026

๐Ÿ”ฌ Curious about proteomic data analysis?

Swipe through to discover the general steps involved! If you find this helpful, don't miss out on our upcoming ๐Ÿ’-๐ƒ๐š๐ฒ ๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ญ๐จ๐ซ๐ฒ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐๐ข๐  ๐ƒ๐š๐ญ๐š ๐š๐ง๐ ๐๐ซ๐จ๐ญ๐ž๐จ๐ฆ๐ข๐œ๐ฌ: ๐Ÿฆ  ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐ข๐ง๐  ๐ˆ๐ฆ๐ฆ๐ฎ๐ง๐จ๐ฅ๐จ๐ ๐ฒ ๐ฐ๐ข๐ญ๐ก ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก - your next step to mastering the field. ๐Ÿš€

๐Ÿ”— For more information on workshop structure, curriculum, and training resources, register here: https://forms.gle/dptrxdTm1J5G5WUN8

๐Ÿ“… Date: July 6 โ€“ July 9, 2026
โฐ Time: 7:30 PM IST | 9:00 AM CDT
๐Ÿ“ Location: Online

06/17/2026

๐„๐ฏ๐ž๐ซ ๐ฌ๐ž๐ž๐ง ๐š ๐ฉ๐ฅ๐จ๐ญ ๐Ÿ๐ฎ๐ฅ๐ฅ ๐จ๐Ÿ ๐œ๐จ๐ฅ๐จ๐ซ๐Ÿ๐ฎ๐ฅ ๐๐จ๐ญ๐ฌ ๐š๐ง๐ ๐›๐ž๐ž๐ง ๐ญ๐จ๐ฅ๐, โ€œ๐ž๐š๐œ๐ก ๐จ๐ง๐ž ๐ข๐ฌ ๐š ๐œ๐ž๐ฅ๐ฅโ€?

Yep, thatโ€™s probably a t-SNE plot โ€” one of the most popular ways to visualize single-cell RNA-seq data.

๐Ÿค” But hold onโ€”

๐˜๐˜ฐ๐˜ธ ๐˜ฅ๐˜ฐ ๐˜ธ๐˜ฆ ๐˜จ๐˜ฐ ๐˜ง๐˜ณ๐˜ฐ๐˜ฎ 20,000+ ๐˜จ๐˜ฆ๐˜ฏ๐˜ฆ๐˜ด ๐˜ฑ๐˜ฆ๐˜ณ ๐˜ค๐˜ฆ๐˜ญ๐˜ญ...๐˜ต๐˜ฐ ๐˜ข ๐˜ฏ๐˜ฆ๐˜ข๐˜ต ๐˜ญ๐˜ช๐˜ต๐˜ต๐˜ญ๐˜ฆ ๐˜ฑ๐˜ญ๐˜ฐ๐˜ต ๐˜ด๐˜ฉ๐˜ฐ๐˜ธ๐˜ช๐˜ฏ๐˜จ ๐˜ค๐˜ญ๐˜ถ๐˜ด๐˜ต๐˜ฆ๐˜ณ๐˜ด, ๐˜ฑ๐˜ข๐˜ต๐˜ต๐˜ฆ๐˜ณ๐˜ฏ๐˜ด, ๐˜ข๐˜ฏ๐˜ฅ ๐˜ค๐˜ฆ๐˜ญ๐˜ญ ๐˜ต๐˜บ๐˜ฑ๐˜ฆ๐˜ด?

๐‹๐ž๐ญโ€™๐ฌ ๐›๐ซ๐ž๐š๐ค ๐ข๐ญ ๐๐จ๐ฐ๐ง. ๐Ÿ‘‡

๐ŸŽฏ Single-cell RNA-seq gives us massive data โ€” each cell is basically a mini spreadsheet of gene expression.

๐Ÿง  Our brains canโ€™t visualize 20,000 dimensions โ€” so we need something to reduce it to 2D or 3D.

Thatโ€™s where ๐ญ-๐’๐๐„ (๐ญ-๐๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ž๐ ๐’๐ญ๐จ๐œ๐ก๐š๐ฌ๐ญ๐ข๐œ ๐๐ž๐ข๐ ๐ก๐›๐จ๐ซ ๐„๐ฆ๐›๐ž๐๐๐ข๐ง๐ ) steps in.

Think of t-SNE like this: It takes cells that are similar, based on their gene expression, and puts them close together in the plot.

๐˜Š๐˜ฆ๐˜ญ๐˜ญ๐˜ด ๐˜ต๐˜ฉ๐˜ข๐˜ต ๐˜ข๐˜ณ๐˜ฆ ๐˜ท๐˜ฆ๐˜ณ๐˜บ ๐˜ฅ๐˜ช๐˜ง๐˜ง๐˜ฆ๐˜ณ๐˜ฆ๐˜ฏ๐˜ต? ๐˜›๐˜ฉ๐˜ฆ๐˜บ ๐˜ญ๐˜ข๐˜ฏ๐˜ฅ ๐˜ง๐˜ข๐˜ณ ๐˜ข๐˜ฑ๐˜ข๐˜ณ๐˜ต.

๐Ÿ’ก The result? You get a plot that looks like art but actually reflects meaningful biological patterns โ€” like cell types, disease states, or treatment response.

๐Ÿšจ ๐˜—๐˜ณ๐˜ฐ ๐˜ต๐˜ช๐˜ฑ: ๐˜ˆ๐˜ญ๐˜ธ๐˜ข๐˜บ๐˜ด ๐˜ค๐˜ฐ๐˜ฎ๐˜ฃ๐˜ช๐˜ฏ๐˜ฆ ๐˜ต-๐˜š๐˜•๐˜Œ ๐˜ธ๐˜ช๐˜ต๐˜ฉ ๐˜ฃ๐˜ช๐˜ฐ๐˜ญ๐˜ฐ๐˜จ๐˜ช๐˜ค๐˜ข๐˜ญ ๐˜ฌ๐˜ฏ๐˜ฐ๐˜ธ๐˜ญ๐˜ฆ๐˜ฅ๐˜จ๐˜ฆ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ง๐˜ฐ๐˜ญ๐˜ญ๐˜ฐ๐˜ธ-๐˜ถ๐˜ฑ ๐˜ข๐˜ฏ๐˜ข๐˜ญ๐˜บ๐˜ด๐˜ช๐˜ด.

๐Ÿ“š If you're figuring this out for the first timeโ€”youโ€™re not alone.

Join our ๐Ÿ’-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ญ๐ข๐จ๐ง ๐ญ๐จ ๐’๐œ๐‘๐๐€-๐’๐ž๐ช ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐ฐ๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ. Master key workflowsโ€”from preprocessing and quality control to clustering, cell type annotation, and functional analysis. Learn how to analyze ScRNA-seq data gaining hands-on experience in data cleaning, visualization, and interpretation.

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/38PniyAJuZC7567N6

06/17/2026

๐Ÿ‘-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ: ๐๐ฒ๐ญ๐ก๐จ๐ง-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐Œ๐จ๐ฅ๐ž๐œ๐ฎ๐ฅ๐š๐ซ ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  ๐Ÿงฌ๐Ÿ๐Ÿ’ป

Step into the world of computational drug discovery with this intensive, hands-on workshop designed to take you from biological sequences to 3D structures and molecular docking workflows using Python.

๐Ÿ”น ๐–๐ก๐š๐ญ ๐ฒ๐จ๐ฎโ€™๐ฅ๐ฅ ๐ฅ๐ž๐š๐ซ๐ง:
Explore the complete molecular modeling pipeline โ€” including protein structure handling, ligand preparation, docking techniques, and interaction analysis using industry-relevant tools and libraries.

๐Ÿ”น ๐“๐จ๐จ๐ฅ๐ฌ & ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ:
Gain practical experience with Jupyter, RDKit, PyMOL, AutoDock Vina, Biopython, PDB tools, and AlphaFold-based workflows.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž๐ฌ: ๐‰๐ฎ๐ง๐ž ๐Ÿ๐Ÿ— โ€“ ๐‰๐ฎ๐ฅ๐ฒ ๐Ÿ‘, ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ”
โฐ ๐“๐ข๐ฆ๐ž: ๐Ÿ–:๐Ÿ‘๐ŸŽ ๐๐Œ ๐ˆ๐’๐“ | ๐Ÿ๐ŸŽ:๐ŸŽ๐ŸŽ ๐€๐Œ ๐‚๐ƒ๐“
๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ง๐จ๐ฐ: https://forms.gle/9tMuFo5TwJS3tftQ6

๐Ÿง  Designed for students, researchers, and professionals looking to build strong foundations in molecular modeling and apply Python-driven workflows in real-world research.

Alpha diversity provides a snapshot of microbial complexity within a sample, helping identify ecological patterns, compa...
06/17/2026

Alpha diversity provides a snapshot of microbial complexity within a sample, helping identify ecological patterns, compare conditions, and understand factors influencing community structure.

๐Ÿš€ ๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐Ÿ๐Ÿ”๐’ ๐ซ๐‘๐๐€ ๐’๐ž๐ช๐ฎ๐ž๐ง๐œ๐ข๐ง๐  & ๐Œ๐ž๐ญ๐š๐ ๐ž๐ง๐จ๐ฆ๐ข๐œ๐ฌ! Join our ๐Ÿ’-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐Œ๐ž๐ญ๐š๐ ๐ž๐ง๐จ๐ฆ๐ข๐œ๐ฌ & ๐๐†๐’. Learn 16S rRNA vs. shotgun sequencing, quality control, taxonomic classification, and statistical analysis, with hands-on bioinformatics training.

By the end, you'll confidently analyze microbial diversity, classify taxa, and extract insights for research and clinical applications. Ideal for students, researchers, and professionals in microbiology, genomics, and bioinformatics!

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: July 27 - July 30, 2026
๐Ÿ“ ๐‹๐จ๐œ๐š๐ญ๐ข๐จ๐ง: Online

๐Ÿ”—๐…๐จ๐ซ ๐ฆ๐จ๐ซ๐ž ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐จ๐ง ๐ฐ๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐ฌ๐ญ๐ซ๐ฎ๐œ๐ญ๐ฎ๐ซ๐ž, ๐œ๐ฎ๐ซ๐ซ๐ข๐œ๐ฎ๐ฅ๐ฎ๐ฆ, ๐š๐ง๐ ๐ญ๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐ซ๐ž๐ฌ๐จ๐ฎ๐ซ๐œ๐ž๐ฌ, ๐ซ๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/78Jw27XL4bpnnV1t7

Artificial intelligence is rapidly reshaping how clinical trials are designed, conducted, and analyzed. From optimizing ...
06/17/2026

Artificial intelligence is rapidly reshaping how clinical trials are designed, conducted, and analyzed. From optimizing trial design to improving patient recruitment and predicting outcomes, AI enables faster, more efficient, and data-driven decision-making.

By leveraging advanced analytics and machine learning, researchers can identify the right patient populations, monitor safety in real time, and reduce trial failures. This not only accelerates drug development but also improves the accuracy and reliability of clinical insights.

As clinical trials become more complex, integrating AI is no longer optionalโ€”itโ€™s becoming essential for delivering safer, more personalized therapies.

Want to learn how AI is applied across real clinical trial workflowsโ€”from raw data to actionable insights?

๐Ÿšจ Then join our ๐Ÿ-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐€๐ฉ๐ฉ๐ฅ๐ข๐ž๐ ๐€๐ˆ ๐ข๐ง ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐“๐ซ๐ข๐š๐ฅ๐ฌ

Work through practical use cases covering data wrangling, exploratory analysis, predictive modeling, NLP on clinical text, and survival analysis techniques used in modern trials. Gain hands-on experience with methods used to optimize trial design, improve patient stratification, and predict outcomes.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: June 20 โ€“ June 21, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:30 PM IST | 9:00 AM CDT
๐ŸŽ“ ๐…๐จ๐ซ๐ฆ๐š๐ญ: Live + Hands-on Demonstrations

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/kPhv2e6buqdb5eD17

Every successful drug begins with the right balance โš–๏ธFrom solubility and permeability to toxicity and drug-likeness, th...
06/17/2026

Every successful drug begins with the right balance โš–๏ธ

From solubility and permeability to toxicity and drug-likeness, these core properties shape how a compound behaves inside the body and determine whether it can become a safe and effective therapeutic candidate. ๐Ÿงฌ๐Ÿ’Š

Understanding these fundamentals is key to modern drug discovery, where molecular science, machine learning, and AI are increasingly working together to accelerate research and improve decision-making. ๐Ÿš€

๐Ÿ” Explore these concepts in greater depth through our ๐Ÿ‘-๐ฐ๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง๐ฅ๐ข๐ง๐ž ๐ฌ๐ž๐ซ๐ข๐ž๐ฌ: ๐“๐ก๐ž ๐€๐ˆ ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐๐ซ๐š๐œ๐ญ๐ข๐ญ๐ข๐จ๐ง๐ž๐ซ ๐Ÿ’Š๐Ÿค–๐Ÿงฌ

This hands-on series covers molecular data engineering, ML-based molecular property & ADMET prediction, and AI-augmented workflows for drug discovery through practical, mentor-guided sessions, curated datasets, Google Colab exercises, and real-world case studies.

๐Ÿ”ฌ Participants can also optionally extend their learning through the parallel ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐ˆ๐ง๐ญ๐ž๐ซ๐ง๐ฌ๐ก๐ข๐ฉ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ, designed to provide structured mentorship and practical exposure to AI-driven drug discovery projects.

๐Ÿ“Œ Register for individual workshops or enroll in the complete ๐Ÿ—-๐ฌ๐ž๐ฌ๐ฌ๐ข๐จ๐ง ๐œ๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ž ๐ฉ๐ซ๐จ๐ ๐ซ๐š๐ฆ based on your learning goals.

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ง๐จ๐ฐ: https://forms.gle/bntZVsbD7mS5cPn89

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