CS-DRDIESCLOOfficial Google Curriculum
Drug Discovery Essentials on Google Cloud
1 dayILTIntermediateLoading...
Overview
This course provides learners with essential skills to leverage Google Cloud AI and Machine Learning to transform the Drug Discovery pipeline. It focuses on accelerating time-to-market and enhancing precision by overcoming high costs, long timelines, and low success rates through data and automation.
What You'll Learn
- Describe the value of leveraging AI and ML to enhance drug discovery processes
- Use Vertex AI to streamline drug discovery workflows
- Identify applications of generative AI in drug discovery
- Analyze omics and clinical trial data using Google Cloud tools
Who Should Attend
Pharmaceutical leaders, Biotech leaders, Scientists
Prerequisites
Google Cloud basics and familiarity with Machine Learning basics will be helpful but not essential
Products Covered
Vertex AIBigQueryGoogle Kubernetes Engine
Course Modules
1
Introduction to AI and ML for drug discovery
Topics
- How AI impacts the drug discovery pipeline
- Next-gen tools
- Google Cloud for drug discovery
- Security and compliance
Learning Outcomes
- Describe the value of leveraging AI and ML to enhance drug discovery processes
2
Building AI pipelines for drug discovery with Vertex AI
Topics
- What is Vertex AI
- The anatomy of a pipeline
- End-to-end pipeline workflow
Learning Outcomes
- Use Vertex AI to streamline drug discovery workflows
Activities
Use case demos
3
Generative AI in drug discovery
Topics
- What is Generative AI?
- Core applications in drug discovery
- GCP AI toolkit
- Challenges and best practices
Learning Outcomes
- Identify applications of generative AI in drug discovery
4
AI for omics and clinical research
Topics
- Harnessing genomics with BigQuery
- AI for proteomics
- Integrated clinical and real-world data
- Looking ahead: The future of AI in drug discovery
Learning Outcomes
- Analyze omics and clinical trial data using Google Cloud tools
Activities
Use case demos
Get This Training
No public classes currently scheduled. Express interest below or request private training.
Course Details
- Course Code
- CS-DRDIESCLO
- Duration
- 1 day
- Format
- ILT
- Level
- Intermediate
- Modules
- 4
- Activities
- 2
- Price
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Questions About This Course?
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