Download Accelerated Drug Discovery Using AI Video Course
Accelerated Drug Discovery Using AI udemy Video Course download, Harnessing the Power of Artificial Intelligence in Drug Discovery in computational chemistry.
What you’ll learn
- Fundamentals of Drug Discovery: Understand the stages and processes involved in drug discovery, from target identification to clinical trials
- Introduction to AI and Machine Learning: Gain a solid foundation in AI and machine learning concepts, algorithms, and techniques.
- Data Sources and Preprocessing, Learn how to acquire, integrate, and preprocess diverse data sources used in drug discovery.
- Predictive Modeling: Master the art of building predictive models to identify potential drug targets, predict drug interactions, and assess pharmacokinetics .
- Drug Design and Optimization: Explore computational chemistry and molecular docking techniques for drug design and optimization.
- High-Throughput Screening and AI: Understand how AI is applied to high-throughput screening (HTS) and the identification of drug candidates.
- Drug Repurposing: Discover how AI can be used to find new uses for existing drugs, reducing development time and costs.
Course content
- Introduction
- Module 2: Data Sources and Preprocessing
- Module 3: Machine Learning Fundamentals
- Module 4: Predictive Modeling in Drug Discovery
- Module 5: Drug Design and Optimization
- Module 6: High-Throughput Screening and AI
- Module 7: Drug Repurposing and AI
- Module 8: Regulatory and Ethical Considerations
- Module 9: Industry Applications and Case Studies
Who this course is for:
- Researchers and Scientists: Scientists and researchers in the fields of pharmacology, chemistry, biology, and related disciplines who are interested in incorpor
- Pharmacologists and Drug Developers: Professionals involved in the pharmaceutical industry, including pharmacologists, medicinal chemists, and drug developers,
- Graduate and Postgraduate Students: Graduate students pursuing degrees in biology, chemistry, pharmacology, computer science, or related fields who want to spec
- Data Scientists and AI Engineers: Data scientists and AI engineers interested in transitioning to the pharmaceutical or biotechnology sectors.
- Entrepreneurs and Innovators: Individuals interested in starting AI-driven drug discovery startups or companies and want to understand the field’s fundamentals
- Healthcare Professionals: Healthcare professionals, such as clinicians and healthcare administrators, who want to gain insights into how AI can impact drug deve
Course details
- Video quality: MP4 | Video: h264, 1280 × 720
- Audio quality: Audio: AAC, 44.1 KHz, 2 Ch
- Video duration: 3h 43m
- Number of lessons: 09 Section and 32 lectures
- Language of instruction: English
- Compressed file size: 1.2 GB
