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AI & Machine Learning : Cancer Cell Prediction
Develop and implement a machine learning model to detect the presence of cancer cells using synthetic patient data. This process includes data preprocessing, feature selection, model training, and performance evaluation to ensure accuracy and reliability. The project will explore various machine learning techniques, such as deep learning or traditional algorithms, to analyze medical datasets effectively.
Additionally, efforts will be made to optimize the model for interpretability, scalability, and real-world applicability in medical diagnostics. Key considerations will include ethical implications, data privacy, and bias mitigation to ensure responsible AI development.
Duration:
6 Weeks
Sprint:
3
Delivery Format:
Online
Pedagogy:
Workplace Simulation
Deliverables:
- Certificate endorsed by Federation University, Australia
- Workplace Readiness Profile Transcript
Job Roles:
- Machine Learning Engineer
- Data Scientist
- AI Research Scientist
- Bioinformatics Analyst
- Computational Biologist
- Biomedical Data Scientist
- AI Healthcare Consultant