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OmicsLogic’s Substack · Aug 8, 2026

Artificial Intelligence in Drug Discovery: Hands-On Online Workshop Series

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OmicsLogic · OmicsLogic’s Substack

The AI Drug Discovery Practitioner: From Molecular Data to AI Agents series is a mentor-guided, live training program designed to build practical skills in AI-driven drug discovery workflows. Delivered as a bundled program, it covers the essential stages of early-stage AI drug discovery through three focused, hands-on workshops.

👩‍🎓Enrollment Options: Learners may enroll in individual workshops or choose the complete three-workshop series: https://forms.gle/bntZVsbD7mS5cPn89

📅 Date: August 24 - August 26, 2026 🕒Time: 9:30 PM IST | 11:00 AM CDT

  • Retrieve molecular and bioactivity data from public databases

  • Find compounds, protein information and bioactivity data for a target

  • Clean and organize chemical datasets by identifying common data issues

  • Work with SMILES, molecular fingerprints, and common chemical file formats

  • Create a clean, organized dataset for AI applications

Tools & Technologies Covered: ChEMBL; PubChem; UniProt; Protein Data Bank; AlphaFold DB

📅 Date: September 28 - September 30, 2026 🕒Time: 9:30 PM IST | 11:00 AM CDT

  • Predict molecular properties using pre-trained machine learning models

  • Interpret predict results, confidence scores and model limitations

  • Search for similar compounds using molecular similarity

  • Predict ADMET properties using online AI tools

  • Navigate GitHub to discover open-source drug discovery tools

Tools & Technologies Covered: RDKit; DeepChem; Google Colab; ADMETlab; SwissADME; ChEMBL; GitHub

📅 Date: October 26 - October 28, 2026 🕒Time: 9:30 PM IST | 11:00 AM CDT

  • Write prompts for chemistry-related tasks

  • Create prompts for molecular property and drug-likeness assessment

  • Use SMILES notation in AI prompts

  • Design multi-step prompt workflows for molecular evaluation

  • Verify AI responses using fact-checking and verification strategies

🎖️Certification: Participants will receive a certificate for each workshop completed. Those who enroll in and complete all three workshops will also receive an additional program-level certificate.

🔗 Register to access the complete curriculum and receive assistance from our team: https://forms.gle/bntZVsbD7mS5cPn89

For queries, contact us at communication@omicslogic.com / support@omicslogic.com.

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