Advanced AI in Drug Discovery
( 25 Modules )

Module #1
Introduction to AI in Drug Discovery
Overview of the role of AI in drug discovery, its applications, and benefits

Module #2
Fundamentals of Machine Learning
Review of machine learning concepts, supervised and unsupervised learning, and deep learning

Module #3
AI in Pharmacology and Toxicology
Applications of AI in pharmacology and toxicology, including prediction of ADMET properties

Module #4
Deep Learning for Molecule Design
Introduction to deep learning methods for designing new molecules, including generative models

Module #5
Introduction to Generative Models
Overview of generative models, including GANs, VAEs, and transfer learning

Module #6
Molecular Representation and Embeddings
Methods for representing molecules as vectors, including fingerprinting and molecular graph models

Module #7
Neural Networks for QSAR Modeling
Application of neural networks to QSAR modeling, including predictivity and interpretability

Module #8
Computer Vision for Chemical Images
Application of computer vision techniques to chemical images, including image analysis and segmentation

Module #9
Natural Language Processing for Chemical Text
Application of NLP techniques to chemical text data, including information extraction and entity recognition

Module #10
AI-driven Target Identification
Identification of potential drug targets using AI methods, including network analysis and biomarker discovery

Module #11
High-Throughput Screening with AI
Application of AI to high-throughput screening, including hit identification and lead optimization

Module #12
De novo Design of Molecules
Design of new molecules using AI methods, including generative models and optimization techniques

Module #13
Optimization of Molecule Properties
Optimization of molecule properties using AI methods, including Bayesian optimization and surrogate-based optimization

Module #14
Adverse Event Prediction with AI
Prediction of adverse events using AI methods, including machine learning and deep learning

Module #15
AI-driven Clinical Trial Design
Design of clinical trials using AI methods, including predictive modeling and simulation

Module #16
Ethical Considerations in AI-driven Drug Discovery
Ethical considerations in the application of AI to drug discovery, including fairness, transparency, and accountability

Module #17
Case Studies in AI-driven Drug Discovery
Real-world case studies of AI-driven drug discovery, including success stories and challenges

Module #18
Future Directions in AI-driven Drug Discovery
Future directions and opportunities in AI-driven drug discovery, including emerging trends and technologies

Module #19
AI-driven Biomarker Discovery
Identification of biomarkers using AI methods, including machine learning and deep learning

Module #20
AI-driven Gene Expression Analysis
Analysis of gene expression data using AI methods, including clustering and dimensionality reduction

Module #21
AI-driven Protein-Ligand Interactions
Analysis of protein-ligand interactions using AI methods, including docking and molecular simulations

Module #22
AI-driven Cancer Research
Application of AI to cancer research, including cancer diagnosis, treatment, and personalized medicine

Module #23
AI-driven Neurological Disorder Research
Application of AI to neurological disorder research, including Alzheimers disease, Parkinsons disease, and neurodegenerative disorders

Module #24
AI-driven Infectious Disease Research
Application of AI to infectious disease research, including antimicrobial resistance and pandemic preparedness

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Advanced AI in Drug Discovery career

WIZAPE

ONLINE RESOURCES

ABOUT WIZAPE

ONLINE PORTAL

Our priority is to cultivate a vibrant community before considering the release of a token. By focusing on engagement and support, we can create a solid foundation for sustainable growth. Let’s build this together!

We're giving our website a fresh new look and feel! 🎉 Stay tuned as we work behind the scenes to enhance your experience.
Get ready for a revamped site that’s sleeker, and packed with new features. Thank you for your patience. Great things are coming!

CONTACT-US PRIVACY POLICY

Advanced AI in Drug Discovery ( 25 Modules )

Advanced AI in Drug Discovery
( 25 Modules )