Благодарим ви, че изпратихте вашето запитване! Един от членовете на нашия екип ще се свърже с вас скоро.
Благодарим ви, че направихте своята резервация! Един от членовете на нашия екип ще се свърже с вас скоро.
План на курса
AI for Predictive Modeling in Healthcare
- Cleaning and preparing healthcare data
- Feature engineering techniques for healthcare datasets
- Dealing with missing and unstructured data
AI-Powered Healthcare Case Studies
- Exploring healthcare predictive models
- Building predictive models using machine learning
- Evaluating healthcare data models
Advanced AI Techniques in Healthcare
- Implementing advanced AI models
- Exploring natural language processing in healthcare
- AI-driven decision support systems in healthcare
Data Preprocessing and Feature Engineering
- Introduction to AI for medical imaging
- Implementing deep learning models for image analysis
- Using AI to detect patterns in medical images
Ethical Considerations in AI for Healthcare
- Overview of AI applications in healthcare
- Setting up Google Colab for healthcare AI projects
- Understanding key healthcare datasets
Medical Image Analysis with AI
- Real-world AI applications in healthcare
- Case studies on AI-driven predictive analytics
- Medical image analysis with AI in clinical settings
Introduction to AI in Healthcare
- Understanding the ethical impact of AI in healthcare
- Ensuring privacy and data protection
- Fairness and transparency in AI models
Summary and Next Steps
Изисквания
- Basic knowledge of AI and machine learning concepts
- Familiarity with Python programming
- Understanding of healthcare industry fundamentals
Audience
- Data scientists working in healthcare
- Healthcare professionals interested in AI
- Researchers exploring AI-driven healthcare solutions
14 Часа