#Rdkit

𝟑-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 𝐟𝐨𝐫 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 🧬🤖💻 This mentor-guided workshop introduces you to the core AI analysis tools used in modern drug discovery 🧠⚙️. 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. 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 #AIDrugDiscovery #ArtificialIntelligence #Cheminformatics #ComputationalChemistry #Bioinformatics

𝟑-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 𝐟𝐨𝐫 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 🧬🤖💻 This mentor-guided workshop introduces you to the core AI analysis tools used in modern drug discovery 🧠⚙️. 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. 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 #AIDrugDiscovery #ArtificialIntelligence #Cheminformatics #ComputationalChemistry #Bioinformatics

𝟑-𝐏𝐚𝐫𝐭 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐒𝐞𝐫𝐢𝐞𝐬: 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 🧬🤖💻 This mentor-guided workshop series is designed to take participants through the complete AI-driven drug discovery workflow — from building high-quality molecular datasets to applying AI tools and designing reliable, real-world computational chemistry workflows. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟏: 𝐃𝐚𝐭𝐚 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 [Asynchronously Available] Focuses on sourcing, organizing, cleaning, and preparing chemical and protein data from major databases, and converting molecular information into AI-ready formats. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟐: 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 𝐟𝐨𝐫 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 Covers practical use of core AI and ML tools for molecular analysis, property prediction, similarity search, and decision-making in early-stage drug discovery. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟑: 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐡𝐞𝐦𝐢𝐬𝐭𝐫𝐲 Introduces structured prompt design for chemistry applications, multi-step AI workflows, validation of AI outputs, and avoidance of common AI pitfalls. 🧠 The series emphasizes hands-on learning, real datasets, practical decision-making, and industry-aligned workflows, enabling participants to confidently integrate AI into drug discovery pipelines. 📌 𝐍𝐨𝐭𝐞: Participants may register for 𝐢𝐧𝐝𝐢𝐯𝐢𝐝𝐮𝐚𝐥 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩𝐬 or enroll in the 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐬𝐞𝐫𝐢𝐞𝐬, based on their interests. 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 #AIDrugDiscovery #ArtificialIntelligence #Cheminformatics #ComputationalChemistry #bioinformatics

𝟑-𝐏𝐚𝐫𝐭 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐒𝐞𝐫𝐢𝐞𝐬: 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 🧬🤖💻 This mentor-guided workshop series is designed to take participants through the complete AI-driven drug discovery workflow — from building high-quality molecular datasets to applying AI tools and designing reliable, real-world computational chemistry workflows. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟏: 𝐃𝐚𝐭𝐚 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 [Asynchronously Available] Focuses on sourcing, organizing, cleaning, and preparing chemical and protein data from major databases, and converting molecular information into AI-ready formats. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟐: 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 𝐟𝐨𝐫 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 Covers practical use of core AI and ML tools for molecular analysis, property prediction, similarity search, and decision-making in early-stage drug discovery. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟑: 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐡𝐞𝐦𝐢𝐬𝐭𝐫𝐲 Introduces structured prompt design for chemistry applications, multi-step AI workflows, validation of AI outputs, and avoidance of common AI pitfalls. 🧠 The series emphasizes hands-on learning, real datasets, practical decision-making, and industry-aligned workflows, enabling participants to confidently integrate AI into drug discovery pipelines. 📌 𝐍𝐨𝐭𝐞: Participants may register for 𝐢𝐧𝐝𝐢𝐯𝐢𝐝𝐮𝐚𝐥 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩𝐬 or enroll in the 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐬𝐞𝐫𝐢𝐞𝐬, based on their interests. 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 #AIDrugDiscovery #ArtificialIntelligence #Cheminformatics #ComputationalChemistry #bioinformatics

𝟑-𝐏𝐚𝐫𝐭 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐒𝐞𝐫𝐢𝐞𝐬: 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 🧬🤖💻 This mentor-guided workshop series is designed to take participants through the complete AI-driven drug discovery workflow — from building high-quality molecular datasets to applying AI tools and designing reliable, real-world computational chemistry workflows. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟏: 𝐃𝐚𝐭𝐚 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 [Asynchronously Available] Focuses on sourcing, organizing, cleaning, and preparing chemical and protein data from major databases, and converting molecular information into AI-ready formats. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟐: 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 𝐟𝐨𝐫 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 Covers practical use of core AI and ML tools for molecular analysis, property prediction, similarity search, and decision-making in early-stage drug discovery. 🔹 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝟑: 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐡𝐞𝐦𝐢𝐬𝐭𝐫𝐲 Introduces structured prompt design for chemistry applications, multi-step AI workflows, validation of AI outputs, and avoidance of common AI pitfalls. 🧠 The series emphasizes hands-on learning, real datasets, practical decision-making, and industry-aligned workflows, enabling participants to confidently integrate AI into drug discovery pipelines. 📌 𝐍𝐨𝐭𝐞: Participants may register for 𝐢𝐧𝐝𝐢𝐯𝐢𝐝𝐮𝐚𝐥 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩𝐬 or enroll in the 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐬𝐞𝐫𝐢𝐞𝐬, based on their interests. 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 #AIDrugDiscovery #ArtificialIntelligence #Cheminformatics #ComputationalChemistry #bioinformatics

🚀𝟑-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐡𝐞𝐦𝐢𝐬𝐭𝐫𝐲 🧬🤖💻 This mentor-guided workshop focuses on how to communicate effectively with AI tools for chemistry and drug discovery, emphasizing structured prompt design, realistic expectations from AI, and critical evaluation of AI-generated outputs. ✨ 𝐖𝐡𝐚𝐭 𝐘𝐨𝐮’𝐥𝐥 𝐋𝐞𝐚𝐫𝐧 🧠 Write clear, effective prompts for chemistry and molecular analysis 🧬 Use SMILES and chemical notation correctly within AI prompts 📊 Analyze molecular properties and drug-likeness using prompt-based workflows 🧩 Build reusable prompt templates for common analysis tasks 🔁 Design multi-step prompt workflows for deeper molecular reasoning ⚠️ Identify AI limitations, hallucinations, and verification strategies 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 📌 𝐍𝐨𝐭𝐞: This workshop is part of the 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐬𝐞𝐫𝐢𝐞𝐬. Participants may register for this workshop individually or enroll in the complete series. #PromptEngineering #ComputationalChemistry #AIDrugDiscovery #ArtificialIntelligence #DrugDiscovery #Cheminformatics #Bioinformatics #OmicsLogic

🚀𝟑-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐡𝐞𝐦𝐢𝐬𝐭𝐫𝐲 🧬🤖💻 This mentor-guided workshop focuses on how to communicate effectively with AI tools for chemistry and drug discovery, emphasizing structured prompt design, realistic expectations from AI, and critical evaluation of AI-generated outputs. ✨ 𝐖𝐡𝐚𝐭 𝐘𝐨𝐮’𝐥𝐥 𝐋𝐞𝐚𝐫𝐧 🧠 Write clear, effective prompts for chemistry and molecular analysis 🧬 Use SMILES and chemical notation correctly within AI prompts 📊 Analyze molecular properties and drug-likeness using prompt-based workflows 🧩 Build reusable prompt templates for common analysis tasks 🔁 Design multi-step prompt workflows for deeper molecular reasoning ⚠️ Identify AI limitations, hallucinations, and verification strategies 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 📌 𝐍𝐨𝐭𝐞: This workshop is part of the 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐬𝐞𝐫𝐢𝐞𝐬. Participants may register for this workshop individually or enroll in the complete series. #PromptEngineering #ComputationalChemistry #AIDrugDiscovery #ArtificialIntelligence #DrugDiscovery #Cheminformatics #Bioinformatics #OmicsLogic

🚀𝟑-𝐃𝐚𝐲 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐎𝐧𝐥𝐢𝐧𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩: 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐡𝐞𝐦𝐢𝐬𝐭𝐫𝐲 🧬🤖💻 This mentor-guided workshop focuses on how to communicate effectively with AI tools for chemistry and drug discovery, emphasizing structured prompt design, realistic expectations from AI, and critical evaluation of AI-generated outputs. ✨ 𝐖𝐡𝐚𝐭 𝐘𝐨𝐮’𝐥𝐥 𝐋𝐞𝐚𝐫𝐧 🧠 Write clear, effective prompts for chemistry and molecular analysis 🧬 Use SMILES and chemical notation correctly within AI prompts 📊 Analyze molecular properties and drug-likeness using prompt-based workflows 🧩 Build reusable prompt templates for common analysis tasks 🔁 Design multi-step prompt workflows for deeper molecular reasoning ⚠️ Identify AI limitations, hallucinations, and verification strategies 🔗 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐧𝐨𝐰: https://forms.gle/YskP9ckSXDuPnKVX8 📌 𝐍𝐨𝐭𝐞: This workshop is part of the 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐧 𝐃𝐫𝐮𝐠 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐬𝐞𝐫𝐢𝐞𝐬. Participants may register for this workshop individually or enroll in the complete series. #PromptEngineering #ComputationalChemistry #AIDrugDiscovery #ArtificialIntelligence #DrugDiscovery #Cheminformatics #Bioinformatics #OmicsLogic

If you’re from Pharma, a Student, a Researcher or simply curious about how AI in Drug Discovery works, follow us along, as we document our journey in this Channel. . . . . . #AI #DrugDiscovery #AIinDrugDiscovery #Drugparadigm #Biotech [ Bioinformatics, Pharma ,ComputationalBiology]

Machine Learning for Drug Discovery: Concepts to Applications (Online Workshop) Registration Link: https://forms.gle/zCyBk8y3yrY61dYV7