The Certification: Build and Evaluate Medical AI Models with TensorFlow equips you to develop and assess advanced AI solutions for healthcare using industry-leading tools. Gain expertise in practical implementation, clinical model evaluation, and adapt to future challenges in medical technology for a future-proof career. Enroll now to unlock higher income potential and harness the power of AI in medicine.

This certification covers the following topics:

• The Potential of Machine Learning in Healthcare
• Practical Implementation with TensorFlow
• Importance of Model Evaluation in a Clinical Context
• Working with Medical Imaging Data
• The Process of Data Preparation
• Understanding and Mitigating Data Imbalance
• Evaluation Metrics: Accuracy, Sensitivity, Specificity, and AUC
• Visualisation and Interpretation of Model Performance
• The Significance of Choosing an Appropriate Decision Threshold
• Model Saving and Deployment
• Real-World Application: Detecting Cardiomegaly
• Transfer Learning and Data Augmentation in Medical AI
• Ethical Implications of Using AI for Medical Diagnosis
• Integrating AI Models into Clinical Workflows