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.

๐Ÿ’ป๐Ÿงฌ 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๐ข๐จ๐ฆ๐š๐ซ๐ค๐ž๐ซ ๐ˆ๐๐ž๐ง๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐”๐ฌ๐ข๐ง๐  ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐ฐ๐ข๐ญ๐ก ๐๐ฒ๐ญ๐ก๐จ๐ง.The sessions are designed ...
09/05/2026

๐Ÿ’ป๐Ÿงฌ 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๐ข๐จ๐ฆ๐š๐ซ๐ค๐ž๐ซ ๐ˆ๐๐ž๐ง๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐”๐ฌ๐ข๐ง๐  ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐ฐ๐ข๐ญ๐ก ๐๐ฒ๐ญ๐ก๐จ๐ง.

The sessions are designed to help participants work confidently with real gene expression data, guiding them from data preparation to model evaluation and biological interpretation.

๐Ÿ“Œ ๐–๐ก๐š๐ญ ๐˜๐จ๐ฎโ€™๐ฅ๐ฅ ๐‹๐ž๐š๐ซ๐ง
- Fundamentals of biomarkers and supervised machine learning
- Working with gene expression datasets in Python - Fundamentals of biomarkers and supervised machine learning
- Building and evaluating ML models for biomarker discovery
- Interpreting model outputs to identify biologically relevant biomarkers

๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐€๐ญ๐ญ๐ž๐ง๐: Life science students, bioinformatics and data science learners, and researchers interested in applying machine learning to omics and clinical data.

๐˜—๐˜บ๐˜ต๐˜ฉ๐˜ฐ๐˜ฏ ๐˜ง๐˜ข๐˜ฎ๐˜ช๐˜ญ๐˜ช๐˜ข๐˜ณ๐˜ช๐˜ต๐˜บ ๐˜ช๐˜ด ๐˜ฉ๐˜ฆ๐˜ญ๐˜ฑ๐˜ง๐˜ถ๐˜ญ ๐˜ฃ๐˜ถ๐˜ต ๐˜ฏ๐˜ฐ๐˜ต ๐˜ฎ๐˜ข๐˜ฏ๐˜ฅ๐˜ข๐˜ต๐˜ฐ๐˜ณ๐˜บ. ๐˜›๐˜ฉ๐˜ช๐˜ด ๐˜ธ๐˜ฐ๐˜ณ๐˜ฌ๐˜ด๐˜ฉ๐˜ฐ๐˜ฑ ๐˜ช๐˜ด ๐˜ด๐˜ถ๐˜ช๐˜ต๐˜ข๐˜ฃ๐˜ญ๐˜ฆ ๐˜ง๐˜ฐ๐˜ณ ๐˜ฃ๐˜ฆ๐˜จ๐˜ช๐˜ฏ๐˜ฏ๐˜ฆ๐˜ณ๐˜ด ๐˜ข๐˜ฏ๐˜ฅ ๐˜ญ๐˜ช๐˜ง๐˜ฆ ๐˜ด๐˜ค๐˜ช๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ ๐˜ณ๐˜ฆ๐˜ด๐˜ฆ๐˜ข๐˜ณ๐˜ค๐˜ฉ๐˜ฆ๐˜ณ๐˜ด.

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/m7gh1sik7WF84Tbb9

๐Ÿ“… Dates: November 4 - November 6, 2026
๐Ÿ•’ Time: 7:30 PM IST | 8:00 AM CST
๐ŸŒŽ Location: Online

๐Ÿ”„ Share this post with colleagues who may be interested in biomarker discovery and machine learning applications in biology.

๐Ÿš€ ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐๐จ๐ฐ ๐Ž๐ฉ๐ž๐ง | โœจ 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ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐๐ฎ๐ฅ๐ค ๐‘๐๐€-๐’๐ž๐ช ๐‚๐š๐ง๐œ๐ž๐ซ ๐‚๐ฅ๐š๐ฌ๐ฌ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐งThis en...
09/05/2026

๐Ÿš€ ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐๐จ๐ฐ ๐Ž๐ฉ๐ž๐ง | โœจ 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ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐๐ฎ๐ฅ๐ค ๐‘๐๐€-๐’๐ž๐ช ๐‚๐š๐ง๐œ๐ž๐ซ ๐‚๐ฅ๐š๐ฌ๐ฌ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง

This end-to-end, mentor-guided workshop is designed to help you confidently build, evaluate, and interpret machine learning and deep learning models for bulk RNA-Seq cancer classification. Work with real TCGA transcriptomics datasets while learning when deep learning provides meaningful advantages over classical machine learning approaches.

๐–๐ก๐š๐ญ ๐ฒ๐จ๐ฎโ€™๐ฅ๐ฅ ๐ฐ๐จ๐ซ๐ค ๐จ๐ง:
๐Ÿงฌ Understand bulk RNA-Seq data, TCGA datasets, and cancer classification workflows
๐Ÿค– Build and compare Logistic Regression, ElasticNet, XGBoost, and neural network models
๐Ÿง  Explore autoencoders, pathway-informed neural networks, BulkRNABert, and SHAP-based model interpretation
๐Ÿ“Š Evaluate model performance using evidence-based benchmarking and best practices
๐ŸŽฏ Learn how to select the right machine learning or deep learning approach for real-world transcriptomics studies

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/M9d7EpRgnPXDWfVx6

๐ŸŽฏ ๐ˆ๐๐ž๐š๐ฅ ๐Ÿ๐จ๐ซ graduate students, PhD scholars, researchers, bioinformaticians, computational biologists, and data scientists looking to build practical skills in AI-driven cancer transcriptomics.

๐Ÿ”ฌ From broad mutation overviews to pinpoint protein changes, plots like oncoplot, lollipopPlot, and oncostrip turn compl...
09/05/2026

๐Ÿ”ฌ From broad mutation overviews to pinpoint protein changes, plots like oncoplot, lollipopPlot, and oncostrip turn complex cancer genomics data into clear, impactful visuals, making it easier to spot patterns, highlight hotspots, and share insights with precision.

๐Ÿ”Ž Found this helpful? ๐Ÿšจ Join our ๐Ÿ•-๐ƒ๐š๐ฒ ๐ˆ๐ง๐ญ๐ž๐ ๐ซ๐š๐ญ๐ž๐ ๐‚๐š๐ง๐œ๐ž๐ซ ๐๐ข๐จ๐ฅ๐จ๐ ๐ฒ & ๐†๐ž๐ง๐จ๐ฆ๐ข๐œ๐ฌ ๐๐จ๐จ๐ญ๐œ๐š๐ฆ๐ฉ

OmicsLogic, in collaboration with the ICSR- Institute of Cancer and Stem Cell Research, presents a hands-on training program connecting cancer cell biology, molecular experiments, and cancer genomics through an integrated wet-lab to dry-lab learning experience.

๐Ÿ“Œ ๐–๐ก๐š๐ญ ๐˜๐จ๐ฎโ€™๐ฅ๐ฅ ๐‹๐ž๐š๐ซ๐ง
๐Ÿงซ Cancer cell culture, drug treatment, MTT/WST-1 & dose-response analysis
๐Ÿงฌ DNA/RNA isolation, PCR, qPCR & molecular quality assessment
๐Ÿ’ป Cancer genomics workflows, sequencing technologies & genomic file formats
๐Ÿ” Explore COSMIC, DepMap, GDSC, CCLE, TCGA & cBioPortal
๐Ÿงช Variant annotation using VEP, SnpEff & ANNOVAR
๐Ÿ“Š IGV, MAFtools, oncoplots, mutation burden & pathway visualization
๐Ÿ”ฌ Integrate experimental results with genomic profiles, drug-response data & TCGA cohorts through a capstone analysis

๐ŸŽ“ ๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐€๐ญ๐ญ๐ž๐ง๐?
Researchers, graduate students, PhD scholars, bioinformaticians, computational biology learners, and professionals working in cancer biology, molecular biology, genomics, and data analysis.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž๐ฌ: October 26 โ€“ November 3, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 11:30 AM IST (Dry Lab) | 2:30 PM IST (Wet Lab, Days 1โ€“3)
๐ŸŒ ๐…๐จ๐ซ๐ฆ๐š๐ญ: Hybrid โ€” Days 1โ€“3 On-site at ICSR, Indore | Days 4โ€“7 Online
๐ŸŽฏ ๐‹๐ž๐ฏ๐ž๐ฅ: Beginner โ€“ Intermediate
๐ŸŽ ๐๐จ๐ง๐ฎ๐ฌ: 30-Day Technical & Bioinformatics Support

๐ŸŽ“ Participants completing the program will receive a joint ICSR ร— OmicsLogic certificate of completion, along with access to learning resources, datasets, supplementary courses, and a completed integrated capstone analysis.

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/yJGCv5nV4akLiaUJ8

PCA, t-SNE, and UMAP are three of the most widely used dimensionality reduction techniques in single-cell RNA sequencing...
09/05/2026

PCA, t-SNE, and UMAP are three of the most widely used dimensionality reduction techniques in single-cell RNA sequencing (scRNA-seq), transforming high-dimensional gene expression data into intuitive visualizations. These methods help identify cell populations, reveal biological heterogeneity, explore cellular relationships, and simplify the interpretation of complex single-cell datasets. ๐Ÿงฌ๐Ÿ“Š

While PCA captures the major sources of variation in the data, t-SNE emphasizes local similarities to separate closely related cell populations, and UMAP preserves both local and global data structures for meaningful visualization. Understanding the strengths of each technique enables more accurate exploration and interpretation of single-cell transcriptomic data. ๐Ÿ”ฌโœจ

๐ŸšจLearn more in 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ข๐ง๐ ๐ฅ๐ž-๐‚๐ž๐ฅ๐ฅ ๐‘๐๐€-๐’๐ž๐ช ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ! ๐Ÿงฌ๐Ÿ’ป

Step beyond basic clustering and uncover the dynamic life of cells. This intensive workshop focuses on trajectory inference, pseudotime analysis, and cellโ€“cell communication, helping you decode how cells transition, differentiate, and signal within complex biological systems. ๐Ÿ“Š Over four days, youโ€™ll work hands-on with real datasets and R-based workflows including Seurat, Monocle3, and CellChat, building a complete scRNA-seq analysis pipeline from preprocessing to integrated biological interpretation.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: September 21 - September 24, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:00 PM IST | 8:30 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/saBFdCSN5r3ACqDi8

๐Ÿงฌ๐Ÿงช 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ž๐ญ-๐‹๐š๐› ๐ญ๐จ ๐ƒ๐ซ๐ฒ-๐‹๐š๐› ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐‚๐ก๐ซ๐จ๐ฆ๐จ๐ฌ๐จ๐ฆ๐š๐ฅ ๐Œ๐ข๐œ๐ซ๐จ๐š๐ซ๐ซ๐š๐ฒ & ๐‚๐๐• ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌโ€‹๐†๐ž๐ง๐ž๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ž ๐ƒ๐ข๐š๐ ๐ง๐จ๐ฌ...
09/05/2026

๐Ÿงฌ๐Ÿงช 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ž๐ญ-๐‹๐š๐› ๐ญ๐จ ๐ƒ๐ซ๐ฒ-๐‹๐š๐› ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐‚๐ก๐ซ๐จ๐ฆ๐จ๐ฌ๐จ๐ฆ๐š๐ฅ ๐Œ๐ข๐œ๐ซ๐จ๐š๐ซ๐ซ๐š๐ฒ & ๐‚๐๐• ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ
โ€‹๐†๐ž๐ง๐ž๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ž ๐ƒ๐ข๐š๐ ๐ง๐จ๐ฌ๐ญ๐ข๐œ๐ฌ ๐š๐ง๐ ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐‚๐ž๐ง๐ญ๐ซ๐ž ๐๐ฏ๐ญ. ๐‹๐ญ๐. and ๐Ž๐ฆ๐ข๐œ๐ฌ๐‹๐จ๐ ๐ข๐œ, in academic collaboration with ๐.๐•. ๐๐š๐ญ๐ž๐ฅ ๐„๐๐ฎ๐œ๐š๐ญ๐ข๐จ๐ง ๐…๐จ๐ฎ๐ง๐๐š๐ญ๐ข๐จ๐ง, have come together to deliver an integrated workshop covering the complete journey from laboratory sample preparation to genomic data analysis.

โ€‹๐Ÿ“Œ ๐–๐ก๐š๐ญ ๐˜๐จ๐ฎโ€™๐ฅ๐ฅ ๐‹๐ž๐š๐ซ๐ง
๐Ÿงช Sample processing, DNA extraction, and quality control (QC) assessment
๐Ÿท๏ธ DNA labeling, array hybridization, washing, and scanning
๐Ÿ’ป Raw array data processing, Log R Ratio (LRR), and B-allele frequency (BAF) analysis
๐Ÿ” Circular Binary Segmentation (CBS) and Copy Number Variation (CNV) calling
๐ŸŒ Genomic region annotation using DGV, DECIPHER, ClinGen, and OMIM
๐Ÿ“Š Variant evaluation following the ClinGen/ACMG classification framework

โ€‹๐ŸŽ“ ๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐€๐ญ๐ญ๐ž๐ง๐?
โ€‹Undergraduate (final year), postgraduate & PhD students, researchers, faculty members, laboratory/clinical professionals, and life science

โ€‹๐Ÿ“… ๐ƒ๐š๐ญ๐ž๐ฌ: October 5โ€“8, 2026
๐Ÿ“ ๐…๐จ๐ซ๐ฆ๐š๐ญ: Wet-Lab (Ahmedabad) + Online Dry-Lab | Dry-Lab Only Option Available

โ€‹๐Ÿ”— ๐‘น๐’†๐’ˆ๐’Š๐’”๐’•๐’†๐’“ ๐’‰๐’†๐’“๐’†: https://forms.gle/GvSdVQAtNfLjsxTu8

โ€‹๐Ÿš€ Limited to 10 seats for the Wet-Lab component! Register early by September 25, 2026, to avail the Early Bird discount!

โ€‹

Conventional pharmacotherapy follows a ๐—ผ๐—ป๐—ฒ-๐˜€๐—ถ๐˜‡๐—ฒ-๐—ณ๐—ถ๐˜๐˜€-๐—ฎ๐—น๐—น ๐—ฎ๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต, relying on population averages rather than individual...
09/05/2026

Conventional pharmacotherapy follows a ๐—ผ๐—ป๐—ฒ-๐˜€๐—ถ๐˜‡๐—ฒ-๐—ณ๐—ถ๐˜๐˜€-๐—ฎ๐—น๐—น ๐—ฎ๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต, relying on population averages rather than individual differences. This often leads to ๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฎ๐—ป๐—ฑ ๐—ฒ๐—ฟ๐—ฟ๐—ผ๐—ฟ ๐—ฝ๐—ฟ๐—ฒ๐˜€๐—ฐ๐—ฟ๐—ถ๐—ฏ๐—ถ๐—ป๐—ด, variable outcomes, and adverse effects โš ๏ธ๐Ÿ’Š

Precision medicine shifts the focus to the individual, ๐˜๐—ฎ๐—ถ๐—น๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐˜๐—ฟ๐—ฒ๐—ฎ๐˜๐—บ๐—ฒ๐—ป๐˜ based on genetic, environmental, and lifestyle factors to improve effectiveness from the start ๐Ÿงฌโœจ

Pharmacogenomics plays a key role in this transition by revealing how genetic variations influence drug response. It helps ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜ ๐˜๐—ต๐—ฒ ๐—ฏ๐—ฒ๐˜€๐˜ ๐˜๐—ต๐—ฒ๐—ฟ๐—ฎ๐—ฝ๐—ถ๐—ฒ๐˜€ and which to avoid, making therapy safer and more personalized ๐ŸŽฏ

Learn more in our upcoming 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๐ก๐š๐ซ๐ฆ๐š๐œ๐จ๐ ๐ž๐ง๐จ๐ฆ๐ข๐œ๐ฌ & ๐๐ซ๐ž๐œ๐ข๐ฌ๐ข๐จ๐ง ๐Œ๐ž๐๐ข๐œ๐ข๐ง๐ž. Perfect for researchers, clinicians, and students interested in genomics-driven personalized medicine. ๐Ÿ’Š๐Ÿงฌ

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: September 14 - September 18, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:00 PM IST | 8:30 AM CDT
๐ŸŽ“ ๐…๐จ๐ซ๐ฆ๐š๐ญ: Live + Hands-on Demonstrations

๐Ÿ”— For more information on workshop structure, curriculum, and training resources, register here: https://forms.gle/zSDv8aEmp9stU2nu5

๐Ÿฆ 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’๐ž๐ฌ๐ฌ๐ข๐จ๐ง ๐Œ๐ข๐œ๐ซ๐จ๐›๐ข๐จ๐ฆ๐ž ๐๐ซ๐จ: ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐ž๐ ๐๐ž๐ง๐œ๐ก-๐ญ๐จ-๐ƒ๐š๐ญ๐š ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ , in collaboration with and prese...
09/05/2026

๐Ÿฆ 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’๐ž๐ฌ๐ฌ๐ข๐จ๐ง ๐Œ๐ข๐œ๐ซ๐จ๐›๐ข๐จ๐ฆ๐ž ๐๐ซ๐จ: ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐ž๐ ๐๐ž๐ง๐œ๐ก-๐ญ๐จ-๐ƒ๐š๐ญ๐š ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ 

, in collaboration with and presents a comprehensive 6-session training program designed to take you through the complete 16S microbiome research workflow. Learn how to move from sample preparation and sequencing to bioinformatics analysis and biological interpretation through a practical bench-to-data learning experience.

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

๐Ÿงซ 16S microbiome study design, controls & metadata
๐Ÿงฌ Library preparation & Illumina sequencing workflow
๐Ÿ’ป FASTQ quality control, QIIME2 & DADA2 analysis
๐Ÿ” Taxonomic classification & microbial diversity analysis
๐Ÿ“Š Differential abundance testing & functional prediction
๐Ÿ“ˆ Biological interpretation, microbiome reporting & end-to-end capstone analysis

๐ŸŽ“ ๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐€๐ญ๐ญ๐ž๐ง๐?

Researchers, undergraduate & postgraduate students, PhD scholars, faculty members, laboratory professionals, bioinformaticians, and life science professionals interested in microbiome research, 16S sequencing, and bioinformatics.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž๐ฌ: September 28 โ€“ October 12, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:00 PM IST | 8:30 AM CDT
๐ŸŒ ๐…๐จ๐ซ๐ฆ๐š๐ญ: Live Online + Hands-on Demonstrations

๐Ÿ”— ๐‘น๐’†๐’ˆ๐’Š๐’”๐’•๐’†๐’“ ๐’‰๐’†๐’“๐’†: https://forms.gle/7772osocGGt99JAY9

๐Ÿš€ Register now and gain practical experience with the tools, workflows, and analytical skills used in modern microbiome research.

Bioinformatics NGS MicrobialDiversity LifeSciences Genomics OmicsLogic PremasLifeSciences

๐Ÿš€ ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐๐จ๐ฐ ๐Ž๐ฉ๐ž๐ง | โœจ 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๐ซ๐จ๐ญ๐ž๐ข๐งโ€“๐‹๐ข๐ ๐š๐ง๐ ๐๐ข๐ง๐๐ข๐ง๐  ๐€๐Ÿ๐Ÿ๐ข๐ง๐ข๐ญ๐ฒ ๐๐ซ๐ž๐๐ข๐œ๐ญ๐ข๐จ๐ง ๐ฐ๐ข๐ญ๐ก ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข...
09/05/2026

๐Ÿš€ ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐๐จ๐ฐ ๐Ž๐ฉ๐ž๐ง | โœจ 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๐ซ๐จ๐ญ๐ž๐ข๐งโ€“๐‹๐ข๐ ๐š๐ง๐ ๐๐ข๐ง๐๐ข๐ง๐  ๐€๐Ÿ๐Ÿ๐ข๐ง๐ข๐ญ๐ฒ ๐๐ซ๐ž๐๐ข๐œ๐ญ๐ข๐จ๐ง ๐ฐ๐ข๐ญ๐ก ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ 

Deep learning is transforming drug discovery โ€” but can you trust its binding affinity predictions? This mentor-guided workshop takes you through rigorous, code-driven labs using real bioactivity data from ChEMBL and BindingDB, so you learn to build models that hold up, and spot the ones that don't.

๐–๐ก๐š๐ญ ๐ฒ๐จ๐ฎ'๐ฅ๐ฅ ๐ฐ๐จ๐ซ๐ค ๐จ๐ง:
๐Ÿงช Molecular representations with RDKit: SMILES, fingerprints, molecular graphs, and 3D structures
๐Ÿ•ธ๏ธ Graph neural networks and DeepDTA-style architectures for proteinโ€“ligand interactions
๐Ÿ”ฌ Run Boltz-2 for joint structureโ€“affinity prediction on a real target, using a provided GPU server
๐Ÿง  Audit published benchmarks for data leakage and learn why they often fail in practice
๐Ÿ“Š Analyze a full virtual screening campaign โ€” ranking, enrichment, and comparison against baseline

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/YRxF2cdbYbv931Mz6

๐ŸŽฏ ๐ˆ๐๐ž๐š๐ฅ ๐Ÿ๐จ๐ซ Master's and PhD students, postdocs and industry scientists

๐Ÿ“… November 3, 6 & 9, 2026; 7:30 PM IST | 8:00 AM CST
๐Ÿฆ Early bird registrations open till October 10, 2026!

09/05/2026

โœจ๐Ÿ“Š 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๐ซ๐ž๐๐ข๐œ๐ญ ๐๐ž๐Ÿ๐จ๐ซ๐ž ๐˜๐จ๐ฎ ๐’๐ฒ๐ง๐ญ๐ก๐ž๐ฌ๐ข๐ณ๐ž: ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐Œ๐จ๐ฅ๐ž๐œ๐ฎ๐ฅ๐š๐ซ ๐๐ซ๐จ๐ฉ๐ž๐ซ๐ญ๐ข๐ž๐ฌ & ๐€๐ƒ๐Œ๐„๐“

This three-day mentor-guided workshop introduces you to the core AI analysis tools used in modern drug discovery. ๐Ÿ”ฌ๐Ÿ’Š You will learn what AI can realistically do for molecular modeling and property prediction, with hands on experience using tools such as RDKit and DeepChem to analyze molecules and extract meaningful insights. The workshop is designed for beginners and emphasizes practical usage over theory.

๐‘พ๐’‰๐’‚๐’• ๐’€๐’๐’–โ€™๐’๐’ ๐‘ฌ๐’™๐’‘๐’†๐’“๐’Š๐’†๐’๐’„๐’†:

-Load, visualize, and analyze molecules using RDKit
-Run pre trained AI models for property and ADMET prediction
-Interpret prediction scores, confidence, and limitations
-Perform molecular similarity searches to explore related compounds
-Use no code online tools for quick molecular assessment
-Complete a guided mini analysis combining all steps

By the end of the workshop, you will confidently apply AI powered molecular analysis and prediction workflows, forming a strong foundation for subsequent docking and optimization stages in the AI drug discovery pipeline ๐Ÿ’Š๐Ÿ”.

๐Ÿ“… ๐——๐—ฎ๐˜๐—ฒ: ๐—ฆ๐—ฒ๐—ฝ ๐Ÿฎ๐Ÿด - ๐—ฆ๐—ฒ๐—ฝ ๐Ÿฏ๐Ÿฌ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ
๐Ÿ•’ ๐—ง๐—ถ๐—บ๐—ฒ: ๐Ÿต:๐Ÿฏ๐Ÿฌ ๐—ฃ๐—  ๐—œ๐—ฆ๐—ง | ๐Ÿญ๐Ÿญ:๐Ÿฌ๐Ÿฌ ๐—”๐—  ๐—–๐——๐—ง

๐Ÿ‘ฅ ๐—ช๐—ต๐—ผ ๐—ฆ๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐—”๐˜๐˜๐—ฒ๐—ป๐—ฑ: ๐—ฆ๐˜๐˜‚๐—ฑ๐—ฒ๐—ป๐˜๐˜€, ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต๐—ฒ๐—ฟ๐˜€ & ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น๐˜€ ๐—ถ๐—ป ๐—น๐—ถ๐—ณ๐—ฒ ๐˜€๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ๐˜€

๐Ÿ”— ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ป๐—ผ๐˜„: https://forms.gle/bntZVsbD7mS5cPn89

๐Ÿ“Œ ๐๐จ๐ญ๐ž: This workshop is part of the ๐—”๐—œ ๐——๐—ฟ๐˜‚๐—ด ๐——๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—ฃ๐—ฟ๐—ฎ๐—ฐ๐˜๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ฒ๐—ฟ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ. Participants may register for this workshop individually or enroll in the complete series.

The ๐‘ช๐’†๐’๐’•๐’“๐’‚๐’ ๐‘ซ๐’๐’ˆ๐’Ž๐’‚ ๐’๐’‡ ๐‘ด๐’๐’๐’†๐’„๐’–๐’๐’‚๐’“ ๐‘ฉ๐’Š๐’๐’๐’๐’ˆ๐’š outlines the flow of genetic information from DNA to RNA to protein. Each step in...
09/05/2026

The ๐‘ช๐’†๐’๐’•๐’“๐’‚๐’ ๐‘ซ๐’๐’ˆ๐’Ž๐’‚ ๐’๐’‡ ๐‘ด๐’๐’๐’†๐’„๐’–๐’๐’‚๐’“ ๐‘ฉ๐’Š๐’๐’๐’๐’ˆ๐’š outlines the flow of genetic information from DNA to RNA to protein. Each step in this process has its corresponding "omics" field:

โคท ๐‘ฎ๐’†๐’๐’๐’Ž๐’Š๐’„๐’”: The study of the entire genome of an organism.
โคท ๐‘ป๐’“๐’‚๐’๐’”๐’„๐’“๐’Š๐’‘๐’•๐’๐’Ž๐’Š๐’„๐’”: The study of the complete set of RNA transcripts in an organism.
โคท ๐‘ท๐’“๐’๐’•๐’†๐’๐’Ž๐’Š๐’„๐’”: The study of the complete set of proteins in an organism.
โคท ๐‘ด๐’†๐’•๐’‚๐’ƒ๐’๐’๐’๐’Ž๐’Š๐’„๐’”: The study of the complete set of small molecules in an organism.

๐๐ซ๐จ๐ญ๐ž๐จ๐ฆ๐ข๐œ๐ฌ is particularly significant because proteins are the workhorses of cells, carrying out a vast array of functions. Understanding the proteome provides insights into:

โคท Identifying proteins involved in disease processe
โคท Developing new drugs that target specific proteins.
โคท Tailoring treatments based on individual protein profiles.

Want to dive deeper into the exciting world of proteomics? Join us for๐Ÿงฌ ๐Ÿ-๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ž ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ: ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐๐ซ๐จ๐ญ๐ž๐จ๐ฆ๐ข๐œ๐ฌ & ๐Œ๐ž๐ญ๐š๐›๐จ๐ฅ๐จ๐ฆ๐ข๐œ๐ฌ - ๐…๐ซ๐จ๐ฆ ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐ญ๐จ ๐•๐š๐ฅ๐ข๐๐š๐ญ๐ข๐จ๐ง & ๐€๐ฌ๐ฌ๐š๐ฒ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญ ๐Ÿ”ฌ

๐Ÿง  Through mentor-guided practical sessions and case studies, participants will gain the skills to translate omics discoveries into clinically relevant biomarkers and validated diagnostic workflows.

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ง๐จ๐ฐ: https://forms.gle/BhNkbw1wp1CqJbr26

๐Ÿ“Œ Note: Register for individual workshops or enroll in the complete certificate program, based on your learning goals.

Address

10301 NORTHWEST Freeway STE 314
New Orleans, LA
77092

Telephone

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