OmicsLogic - Biology as Data Science

🚀 𝐎𝐦𝐢𝐜𝐬𝐋𝐨𝐠𝐢𝐜 𝐌𝐞𝐭𝐚𝐠𝐞𝐧𝐨𝐦𝐢𝐜 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐏𝐫𝐨𝐠𝐫𝐚𝐦: a hands-on journey from raw sequencing data to real insights into microbial communities. 🧬💻 Whether you're just starting out or looking to sharpen your analysis skills, this program walks you through real-world metagenomics workflows used in modern research. Designed for 𝐮𝐧𝐝𝐞𝐫𝐠𝐫𝐚𝐝𝐮𝐚𝐭𝐞𝐬, 𝐩𝐨𝐬𝐭𝐠𝐫𝐚𝐝𝐮𝐚𝐭𝐞𝐬, 𝐟𝐚𝐜𝐮𝐥𝐭𝐲, 𝐬𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭𝐬, 𝐚𝐧𝐝 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫𝐬 who want practical, career-ready skills in microbiome analysis. 📚 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐎𝐯𝐞𝐫𝐯𝐢𝐞𝐰 🔰 𝐁𝐄𝐆𝐈𝐍𝐍𝐄𝐑 𝐋𝐄𝐕𝐄𝐋 - Metagenomics fundamentals & sequencing strategies (amplicon vs shotgun) - Sample → sequencing workflow & core data formats - Introduction to public databases & data retrieval - Basic taxonomic profiling & diversity analysis ⚙️ 𝐈𝐍𝐓𝐄𝐑𝐌𝐄𝐃𝐈𝐀𝐓𝐄 𝐋𝐄𝐕𝐄𝐋 - End-to-end amplicon analysis using QIIME 2 - Data processing, visualization & diversity metrics - Microbiome interpretation & community comparisons - Functional prediction from taxonomic data 🚀 𝐀𝐃𝐕𝐀𝐍𝐂𝐄𝐃 𝐋𝐄𝐕𝐄𝐋 - Shotgun metagenomics workflows & quality control - Taxonomic + functional profiling pipelines - Statistical analysis & differential abundance - Advanced visualization & biological interpretation ✨ Gain the skills to confidently analyze 𝐦𝐢𝐜𝐫𝐨𝐛𝐢𝐚𝐥 𝐝𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲, 𝐭𝐚𝐱𝐨𝐧𝐨𝐦𝐲, 𝐚𝐧𝐝 𝐟𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐚𝐥 𝐩𝐨𝐭𝐞𝐧𝐭𝐢𝐚𝐥 using real-world datasets and industry-standard tools. 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐭𝐨 𝐚𝐜𝐜𝐞𝐬𝐬 𝐭𝐡𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐜𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐚𝐧𝐝 𝐫𝐞𝐜𝐞𝐢𝐯𝐞 𝐚𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐜𝐞 𝐟𝐫𝐨𝐦 𝐨𝐮𝐫 𝐭𝐞𝐚𝐦: https://lnkd.in/gnxgnaCR #Metagenomics #Microbiome #Bioinformatics #NGS #DataAnalysis #QIIME2 #ShotgunSequencing #OmicsLogic

What does a heatmap display in Omics Data Analysis? #DataVisualization #Bioinformatics #Transcriptomics #NGS #Analysis

🚨 𝟐-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐈𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐯𝐞 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 - 𝐂𝐥𝐢𝐧𝐢𝐜𝐚𝐥 𝐌𝐢𝐜𝐫𝐨𝐛𝐢𝐨𝐦𝐞 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬! This hands-on workshop equips participants with practical skills to analyze gut microbiome data using the 16S rRNA sequencing workflow. 🧬 📊 Working with real clinical datasets on the gut-brain axis in neurological disorders, participants progress from raw FASTQ files through quality control, DADA2 processing, taxonomic classification, and statistical analysis to produce professional visualizations. Attendees will gain experience in diversity analysis, PERMANOVA testing, and functional profiling. 📅 Dates: May 18 - May 19, 2026 ⏰ Time: 7:00 PM IST | 8:30 AM CDT 🌎 Location: Online 🔗 For more information on workshop structure, curriculum, and training resources, register here: https://lnkd.in/gVPWdVge #MicrobiomeAnalysis #16SRNA #Bioinformatics #ClinicalMicrobiome #DataScience #Rcoding #DADA2 #GutBrainAxis #Neurology #Workshop #OmicsLogic #Certificate

🧬✨ 𝐎𝐦𝐢𝐜𝐬𝐋𝐨𝐠𝐢𝐜 𝟒-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞: 𝐋𝐨𝐧𝐠-𝐑𝐞𝐚𝐝 𝐒𝐞𝐪𝐮𝐞𝐧𝐜𝐢𝐧𝐠 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 (𝐍𝐚𝐧𝐨𝐩𝐨𝐫𝐞 & 𝐏𝐚𝐜𝐁𝐢𝐨) 𝐢𝐬 𝐍𝐨𝐰 𝐎𝐩𝐞𝐧 𝐟𝐨𝐫 𝐑𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧! The future of genomics is LONG. Are you ready? Long-read sequencing is no longer just for specialist labs — and now YOU can master it! 💪 OmicsLogic is launching a 𝟒-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞: 𝐋𝐨𝐧𝐠-𝐑𝐞𝐚𝐝 𝐒𝐞𝐪𝐮𝐞𝐧𝐜𝐢𝐧𝐠 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 (𝐍𝐚𝐧𝐨𝐩𝐨𝐫𝐞 & 𝐏𝐚𝐜𝐁𝐢𝐨) 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩! Participants will gain the ability to evaluate and compare sequencing platforms, retrieve and assess public long-read datasets, perform quality control and filtering, align reads to a reference genome, and visualize genomic features and structural variant signatures. 🔥 By the end of the workshop, participants will be able to interpret structural variant calls and connect these analysis skills to real-world clinical applications in rare disease diagnostics, cancer genomics, pharmacogenomics, and infectious disease surveillance. 📅 𝐃𝐚𝐭𝐞: May 11 - May 14, 2026 🕒 𝐓𝐢𝐦𝐞: 7:00 PM IST | 8:30 AM CDT 📍 𝐋𝐨𝐜𝐚𝐭𝐢𝐨𝐧: Online 🔗 For more information on workshop structure, curriculum, and training resources, register here: https://lnkd.in/gw3pDmBv #LongReadSequencing #Genomics #PrecisionMedicine #Bioinformatics #LifeSciences #Nanopore #Workshop #Certification #Galaxy

🔥 𝟑-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐆𝐢𝐭𝐡𝐮𝐛 𝐟𝐨𝐫 𝐁𝐢𝐨𝐢𝐧𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐜𝐬! 🔥 From basic version control to creating community-driven bioinformatics tools using Large Language Models (LLMs), this comprehensive workshop bridges traditional Git/GitHub skills with cutting-edge AI-powered development. 💻💡 Learn to leverage ChatGPT, Claude, and GitHub Copilot to develop, refine, and share Python/R tools that address real research gaps in bioinformatics. 📅 𝐃𝐚𝐭𝐞: June 15 - June 17, 2026 🕒 𝐓𝐢𝐦𝐞: 7:00 PM IST | 8:30 AM CDT 📍 𝐋𝐨𝐜𝐚𝐭𝐢𝐨𝐧: Online 🔗 For more information on workshop structure, curriculum, and training resources, register here: https://lnkd.in/e8qcMCkm #GitHub #Bioinformatics #VersionControl #DataAnalysis #ReproducibleResearch #GitEssentials #BioinformaticsWorkshop #OpenScience #ScientificCollaboration #LifeSciences #ComputationalBiology

Quality control (QC) in Next-Generation Sequencing (NGS) is where raw data transforms into reliable insight. From checking read quality scores and GC content to identifying adapter contamination and duplication levels, QC ensures that every sequence you analyze is trustworthy. A solid QC step doesn’t just catch errors—it safeguards the accuracy of downstream analyses like variant calling and gene expression profiling. In NGS, great results don’t start at analysis—they start with quality. 🧬 ✨Join our "𝐂𝐥𝐢𝐧𝐢𝐜𝐚𝐥 𝐆𝐞𝐧𝐨𝐦𝐢𝐜𝐬: 𝐅𝐫𝐨𝐦 𝐒𝐞𝐪𝐮𝐞𝐧𝐜𝐢𝐧𝐠 𝐭𝐨 𝐂𝐥𝐢𝐧𝐢𝐜𝐚𝐥 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧-𝐌𝐚𝐤𝐢𝐧𝐠" - a 6-day live online workshop designed to bridge the gap between raw sequencing data and real-world clinical interpretation. Developed in collaboration with Premas Life Sciences Pvt Ltd., this workshop is built for anyone ready to step confidently into the world of NGS-based diagnostics and precision medicine. 🎓 𝐖𝐡𝐚𝐭 𝐦𝐚𝐤𝐞𝐬 𝐭𝐡𝐢𝐬 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐝𝐢𝐟𝐟𝐞𝐫𝐞𝐧𝐭? Each session alternates between clinical context and hands-on computational analysis, so you're not just running pipelines — you understand why every step matters in a real diagnostic setting. 🔗 For more information on workshop structure, curriculum, and training resources, register here: https://lnkd.in/g6b9Bhxg #ClinicalGenomics #Workshop #Certification #NGS Premas Life Sciences Pvt Ltd.

🎯 𝐋𝐀𝐒𝐓 𝐅𝐄𝐖 𝐃𝐀𝐘𝐒 𝐋𝐄𝐅𝐓 𝐓𝐎 𝐄𝐍𝐑𝐎𝐋𝐋 🎯 📢 𝟓-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐏𝐡𝐚𝐫𝐦𝐚𝐜𝐨𝐠𝐞𝐧𝐨𝐦𝐢𝐜𝐬 & 𝐏𝐫𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐌𝐞𝐝𝐢𝐜𝐢𝐧𝐞 Understanding how genetics influences drug response is becoming essential in modern medicine. This new workshop introduces participants to the pharmacogenomics pipeline, from genomic data analysis and variant interpretation to translating findings into clinically meaningful treatment insights. Perfect for researchers, clinicians, and students interested in genomics-driven personalized medicine. 💊🧬 📅 𝐃𝐚𝐭𝐞: May 4 - May 8, 2026 🕒 𝐓𝐢𝐦𝐞: 7:00 PM IST | 8:30 AM CDT 🎓 𝐅𝐨𝐫𝐦𝐚𝐭: Live + Hands-on Demonstrations 🔗 For more information on workshop structure, curriculum, and training resources, register here: https://lnkd.in/gnqWCznT #Pharmacogenomics #PrecisionMedicine #GenomicMedicine #ClinicalGenomics #DrugGeneInteractions

🧬 𝟒-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐨𝐧 𝐋𝐨𝐧𝐠 𝐍𝐨𝐧-𝐂𝐨𝐝𝐢𝐧𝐠 𝐑𝐍𝐀 (𝐥𝐧𝐜𝐑𝐍𝐀) 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐟𝐨𝐫 𝐁𝐢𝐨𝐦𝐚𝐫𝐤𝐞𝐫 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲! Long non-coding RNAs are no longer background noise. They are emerging as powerful, tissue-specific biomarkers with real clinical potential in cancer detection, prognosis, and therapeutic targeting. But translating that biological promise into a rigorous computational analysis requires a clear, structured workflow. That's exactly what this workshop delivers. This four-day online workshop guides participants through the long non-coding RNA Seq (lncRNA) analysis pipeline — from accessing and downloading data from TCGA and NCBI GEO, to differential expression analysis using DESeq2, and regulatory network exploration. Participants will create data visualizations and apply machine learning methods including feature selection, followed by clinical validation through survival analysis and ROC curve evaluation. 📅 𝐃𝐚𝐭𝐞: May 25-27, May 29 2026 🕒 𝐓𝐢𝐦𝐞: 7:00 PM IST | 8:30 AM CDT 📍 𝐋𝐨𝐜𝐚𝐭𝐢𝐨𝐧: Online 🔗 For more information about the workshop curriculum, session details, and pricing, register here: https://lnkd.in/gR2J577u #lncRNA #Bioinformatics #CancerResearch #Transcriptomics #BiomarkerDiscovery #RNASeq #TCGA #MachineLearning #PrecisionMedicine #Workshop #Certificate

🌟Join our 𝟒-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐑𝐍𝐀-𝐒𝐞𝐪 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬: 𝐅𝐫𝐨𝐦 𝐑𝐚𝐰 𝐑𝐞𝐚𝐝𝐬 𝐭𝐨 𝐁𝐢𝐨𝐥𝐨𝐠𝐢𝐜𝐚𝐥 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬 Join our Summer Workshop Series 2026 Edition for a mentor-guided, immersive program that takes you step-by-step through the complete RNA-Seq analysis workflow — transforming sequencing data into meaningful biological interpretation. Perfect for beginners and intermediate learners looking to build real, research-ready skills. 𝑰𝒏 𝒕𝒉𝒊𝒔 𝒘𝒐𝒓𝒌𝒔𝒉𝒐𝒑, 𝒚𝒐𝒖 𝒘𝒊𝒍𝒍 𝒍𝒆𝒂𝒓𝒏 𝒕𝒐: 🔬 𝐏𝐫𝐞𝐩𝐚𝐫𝐞 & 𝐍𝐨𝐫𝐦𝐚𝐥𝐢𝐳𝐞 𝐑𝐍𝐀-𝐒𝐞𝐪 𝐃𝐚𝐭𝐚 — QC, filtering & creating high-quality count matrices 📊 𝐄𝐱𝐩𝐥𝐨𝐫𝐞 𝐆𝐞𝐧𝐞-𝐄𝐱𝐩𝐫𝐞𝐬𝐬𝐢𝐨𝐧 𝐏𝐚𝐭𝐭𝐞𝐫𝐧𝐬 — PCA, clustering & heatmaps 📈 𝐏𝐞𝐫𝐟𝐨𝐫𝐦 𝐃𝐄𝐆 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 — identify significantly regulated genes using ⓓⓔⓢⓔⓠ𝟚 🧠 𝐈𝐧𝐭𝐞𝐫𝐩𝐫𝐞𝐭 𝐁𝐢𝐨𝐥𝐨𝐠𝐢𝐜𝐚𝐥 𝐒𝐢𝐠𝐧𝐚𝐭𝐮𝐫𝐞𝐬 — KEGG/Reactome pathway enrichment 🔗 𝐁𝐮𝐢𝐥𝐝 𝐏𝐏𝐈 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 & 𝐇𝐮𝐛 𝐆𝐞𝐧𝐞𝐬 — using STRING & Cytoscape ✨ Includes 30-day technical & bioinformatics support + complimentary courses |📚 Hands-on practice with curated datasets and R-based workflows 📅 𝐃𝐚𝐭𝐞: June 08 - June 11, 2026 🕒 𝐓𝐢𝐦𝐞: 7:00 PM IST | 8:30 AM CDT 📍 𝐋𝐨𝐜𝐚𝐭𝐢𝐨𝐧: Online (Live + Hands-on demos) 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 𝐋𝐢𝐧𝐤: https://lnkd.in/gDbgancE This workshop is perfect for researchers, students, and bioinformatics enthusiasts looking to build practical skills in bulk RNA-Seq analysis for applications in cancer research, immunology, precision medicine, and other omics-driven fields. #RNASeq #Transcriptomics #Bioinformatics #NGS #OmicsLogic

🎉 We are thrilled to announce the 𝗿𝗲𝗹𝗮𝘂𝗻𝗰𝗵 𝗼𝗳 𝗼𝘂𝗿 𝗺𝗼𝘀𝘁 𝗮𝗻𝘁𝗶𝗰𝗶𝗽𝗮𝘁𝗲𝗱 𝗽𝗿𝗼𝗴𝗿𝗮𝗺! After an overwhelming response from our first cohort, we are bringing it back with 𝗲𝘃𝗲𝗻 𝗴𝗿𝗲𝗮𝘁𝗲𝗿 𝗲𝗻𝘁𝗵𝘂𝘀𝗶𝗮𝘀𝗺, an 𝗲𝘅𝗽𝗮𝗻𝗱𝗲𝗱 𝗰𝘂𝗿𝗿𝗶𝗰𝘂𝗹𝘂𝗺, and 𝘁𝘄𝗼 𝗽𝗼𝘄𝗲𝗿𝗵𝗼𝘂𝘀𝗲 𝗶𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗼𝗿𝘀 bringing together the best of 𝘄𝗲𝘁-𝗹𝗮𝗯 𝗲𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 and 𝗰𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗯𝗶𝗼𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗰𝘀. 🚀 Revolutionize your research with 𝗡𝗲𝘅𝘁-𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝗦𝗲𝗾𝘂𝗲𝗻𝗰𝗶𝗻𝗴 (𝗡𝗚𝗦)! 🧬🔬 This powerful technology is transforming biology and propelling 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗲𝗱 𝗺𝗲𝗱𝗶𝗰𝗶𝗻𝗲 forward. To truly harness its potential, mastering the 𝗲𝗻𝘁𝗶𝗿𝗲 𝗡𝗚𝗦 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄, from 𝗲𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗮𝗹 𝗱𝗲𝘀𝗶𝗴𝗻 all the way to 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 𝗱𝗮𝘁𝗮 𝗶𝗻𝘁𝗲𝗿𝗽𝗿𝗲𝘁𝗮𝘁𝗶𝗼𝗻, is essential for generating 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗱𝗮𝘁𝗮 and 𝗺𝗲𝗮𝗻𝗶𝗻𝗴𝗳𝘂𝗹 𝗯𝗶𝗼𝗹𝗼𝗴𝗶𝗰𝗮𝗹 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀. Our comprehensive 6-𝒘𝒆𝒆𝒌 𝒐𝒏𝒍𝒊𝒏𝒆 𝒄𝒐𝒖𝒓𝒔𝒆, "𝑭𝒓𝒐𝒎 𝑺𝒂𝒎𝒑𝒍𝒆 𝒕𝒐 𝑺𝒆𝒒𝒖𝒆𝒏𝒄𝒆𝒓: 𝑨 𝑷𝒓𝒂𝒄𝒕𝒊𝒄𝒂𝒍 𝑮𝒖𝒊𝒅𝒆 𝒕𝒐 𝑵𝑮𝑺 𝑾𝒐𝒓𝒌𝒇𝒍𝒐𝒘𝒔," is your pathway to mastering critical NGS skills from bench to computation. This program offers a practical, "learn by doing" approach with dual expert mentorship, bridging bench protocols and bioinformatics analysis for a truly end-to-end learning experience. 💥𝐄𝐚𝐫𝐥𝐲 𝐛𝐢𝐫𝐝 𝐫𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐚𝐫𝐞 𝐨𝐩𝐞𝐧! Secure your spot to learn from a seasoned Clinical Genomics expert with 10+ years of hands-on NGS experience, alongside a PhD-level Bioinformatics and Systems Biology specialist, together covering every step from sample to insight. 🔗 𝗙𝗼𝗿 𝗺𝗼𝗿𝗲 𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗼𝗻 𝘄𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲, 𝗰𝘂𝗿𝗿𝗶𝗰𝘂𝗹𝘂𝗺, 𝗮𝗻𝗱 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀, 𝗿𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗵𝗲𝗿𝗲: https://lnkd.in/gM7qk_XH #NGS #NextGenSequencing #WES #VariantAnalysis #MultiOmics