Welcome to OmicsLogic’s January 2026 Newsletter! 🌟 This month, we are thrilled to introduce a new collection of specialized trainings spanning shotgun metagenomics, AI-powered drug discovery, bacterial genomics, precision cancer genomics, and machine learning for biomarker discovery. 🤖💊 Whether you are just starting out or advancing your research journey, OmicsLogic is here to help you gain hands-on skills and connect with a global network of learners.
We’ll cover key topics including:
Definition, Scope, and Comparison with 16S rRNA sequencing
Shotgun Sequencing Data Fundamentals; Databases & Reference Resources
Taxonomic Classification of Shotgun Data and Interpretation of Reports
Functional Profiling: Gene Family & Pathway Abundance; Coverage Outputs
Overview: Downstream Analysis, Visualization, Reporting Standards
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/ExVHwzHba3TUzggd9
We’ll cover key topics including:
Introduction to Drug Discovery Data: Molecules, Targets, & Activities
Working with Chemical Databases: PubChem; ChEMBL; Protein Data Bank
AI-Assisted Data Finding & Prompts for Data Discovery
Data Cleaning & Preparation: Duplicates; Missing Values; Invalid Structures
Introduction to Molecular Representations & Molecular Fingerprints
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/YskP9ckSXDuPnKVX8
We’ll cover key topics including:
Introduction: Biomarkers & Machine Learning – Unsupervised & Supervised Learning
Python Essentials for Biomarker Analysis; Data Preparation & Feature Selection
Machine Learning Models for Biomarker Discovery & Model Evaluation Metrics
Feature Importance & Biomarker Ranking; Biological Interpretation of Biomarkers
Visualize Results (ROC Curves, Heatmaps, Feature Importance)
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/ZjUFx2Prf7GAeyam9
We’ll cover key topics including:
Foundations of NGS & Laboratory Workflow in Oncology
Data Processing, Pipelines & Computational Workflows; Annotation & Visualization
Interpretation, & Clinical Decision-Making; ACMG/AMP Guidelines
Communication, Ethics & Patient-Centric Genomics; Pre- & Post-Test Counseling
Integrating Reports into Tumor Board Decisions; Case-Based Discussion
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/Mm7bHuF42fd5in47A
We’ll cover key topics including:
Concept, Application, and Stages of the Metaproteomics Workflow
Proteomics Data Sources and Repository
Metaproteomics Data Processing & Identification
Quantitative Analysis & Functional Annotation
Proteomics Pipeline with the MSFragger Search Engine
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/J3VxNDa86Z1WQ7dp6
We’ll cover key topics including:
Introduction to NGS Technologies & Applications in Bacterial Genomics
De novo assembly vs. Reference-based Mapping Approaches
Assembly Tools (SPAdes, Velvet) | Reference Mapping with BWA and Bowtie2
Predicting Genes and Functional Elements | Rapid Annotation with Prokka
Annotate Assembled Genome & Explore Findings with Visualizations
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/ZYomiuo8dHTTtgmLA
We’ll cover key topics including:
Overview of Machine Learning Concepts and Definitions
Types: Supervised; Unsupervised; Semi-supervised; & Reinforcement learning
Python for Data Science (Hands-On Programming)
Building Predictive Models (End-to-End Implementation)
Hands-on Session: Capstone Project: Build Your First ML Models
🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/ek9R8yKJxSsZH6FD8
At OmicsLogic, students and researchers worldwide are gaining hands-on experience, building real research skills, and connecting with dedicated mentors who guide them every step of the way. 💻🔬 Whether you’re just starting or looking to take your expertise to the next level, our supportive community is here to help you succeed.
👉 Join the OmicsLogic community today and start your journey:
https://omicslogic.com
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