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AI+ Pharma™
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Introduction
Course Introduction
Audio Book: Introduction - AI+ Pharma
Module 01: AI Foundations for Pharma
Module 01: AI Foundations for Pharma
Audio Book: AI Foundations for Pharma
Podcast: AI Foundations for Pharma
1.1 AI and Machine Learning Basics)
1.2 AI Applications Specific to Pharmaceutical Contexts
1.3 AI Algorithms and Models
1.4 Predictive Modeling for Pharmacokinetics and Drug Interactions
1.5 Predictive Modeling for Adverse Drug and Drug-Drug Reactions
Quiz
Hands - On
Module 02: AI in Drug Discovery and Development
Module 02: AI in Drug Discovery and Development
Audio Book: AI in Drug Discovery and Development
Podcast: AI in Drug Discovery and Development
2.1 Analysis of Molecular Docking, QSAR, and Virtual Screening
2.2 AI in Therapeutic Molecule Design
2.3 AI Approaches to Drug Repurposing
2.4 Case Analysis: Drug Repurposing During Pandemics
2.5 AI-Driven Drug Repurposing for COVID-19
Quiz
Hands - On 1
Hands - On 2
Module 03: Clinical Trials Optimization with AI
Module 03: Clinical Trials Optimization with AI
Audio Book: Clinical Trials Optimization with AI
Podcast: Clinical Trials Optimization with AI
3.1 Predictive Analytics for Patient Recruitment and Retention
3.2 Strategies for Targeted Patient Outreach Using Machine Learning
3.3 AI-Driven Clinical Data Collection, Quality Assurance, and Monitoring
3.4 Real-Time Predictive Analytics to Improve Trial Outcomes
3.5 Use Case: Pfizer’s AI-Driven Analytics for Optimizing Clinical Trials
Activity: Accordion
Quiz
Hands - On 1
Hands - On 2
Module 04: Precision Medicine and Genomics
Module 04: Precision Medicine and Genomics
Audio Book: Precision Medicine and Genomics
Podcast: Precision Medicine and Genomics
4.1 AI-Driven Personalization Through Genomic, Epigenetic, and Clinical Data
4.2 AI in Personalized Treatment
4.3 AI Methods for Identifying and Validating Biomarkers
4.4 Real-World Applications of Biomarkers in Therapeutic Decisions
4.5 Case Study: AI-Assisted Biomarker Discovery and Validation in Cancer Treatments
Activity: Problem Statement
Quiz
Hands - On
Module 05: Regulatory and Ethical AI in Pharma
Module 05: Regulatory and Ethical AI in Pharma
Audio Book: Regulatory and Ethical AI in Pharma
Podcast: Regulatory and Ethical AI in Pharma
5.1 Bias Mitigation, Transparency Practices, and Patient Privacy
5.2 Development of Ethical Frameworks for AI Governance
5.3 FDA, EMA, and WHO Regulatory Guidance for AI Applications
5.4 Practical Approaches to Regulatory Submissions for AI-Enabled Pharma Products
5.5 Case Study: Ethical and Regulatory Challenges in AI-Driven Pharma Initiatives
Activity: Multiple select
Quiz
Hands - On 1
Hands - On 2
Module 06: Implementing AI in Pharma Projects
Module 06: Implementing AI in Pharma Projects
Audio Book: Implementing AI in Pharma Projects
Podcast: Implementing AI in Pharma Projects
6.1 From Initiation to Deployment: AI in Pharma
6.2 Stakeholder Management, Project Timelines, and Deliverables
6.3 Evaluating AI Tools and ROI
Activity: Tab
Quiz
Hands - On
Module 07: Future Trends and Sustainability in Pharma AI
Module 07: Future Trends and Sustainability in Pharma AI
Audio Book: Future Trends and Sustainability in Pharma AI
Podcast: Future Trends and Sustainability in Pharma AI
7.1 Quantum Computing and Blockchain in Pharma
7.2 Emerging AI Trends Transforming Pharmaceuticals
7.3 Sustainable Pharmaceutical Operations with AI
7.4 Examples of AI-Driven Ethics and Optimization in Healthcare
7.5 Sustainability Initiatives Driven by AI in Pharmaceutical Industry Leaders
Activity: Case study
Quiz
Hands - On
Module 08: Capstone Project
Module 08: Capstone Project
Audio Book: Capstone Project
Podcast: Capstone Project
8.1 Introduction to Capstone Project
Quiz
Resources
AI+ Pharma Blueprint
AI+ Pharma Detailed Curriculum
AI+ Pharma Tools
AI+ Pharma References and Resources
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Pharma Examination
AI+ Pharma Examination
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Course info
AI+ Pharma™
Skill Level
:
Beginner
certificate name
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AI+ Pharma™
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