Advanced Certification in AWS Cloud AI and ML Model Evaluation Strategies
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Overview
Embark on a transformative journey with our Advanced Certification in AWS Cloud AI and ML Model Evaluation Strategies course. Dive deep into cutting-edge techniques for assessing the performance of AI and ML models in the cloud environment. Explore key topics such as precision, recall, F1 score, ROC curves, and more, equipping you with actionable insights to optimize model performance and drive business success. Stay ahead in the digital landscape by mastering advanced evaluation strategies that are essential for today's learners. Elevate your skills and unlock new opportunities in the world of AI and ML with this comprehensive certification program.
Course content
• Introduction to AWS Cloud AI and ML Model Evaluation Strategies
• Understanding Evaluation Metrics in Machine Learning
• Cross-Validation Techniques for Model Evaluation
• Hyperparameter Tuning and Optimization
• Bias-Variance Tradeoff in Model Evaluation
• Ensemble Methods for Model Evaluation
• Model Interpretability and Explainability
• A/B Testing and Experimentation in ML
• Monitoring and Debugging ML Models in Production
• Case Studies and Best Practices in Model Evaluation
• Understanding Evaluation Metrics in Machine Learning
• Cross-Validation Techniques for Model Evaluation
• Hyperparameter Tuning and Optimization
• Bias-Variance Tradeoff in Model Evaluation
• Ensemble Methods for Model Evaluation
• Model Interpretability and Explainability
• A/B Testing and Experimentation in ML
• Monitoring and Debugging ML Models in Production
• Case Studies and Best Practices in Model Evaluation
Fee and payment plans
Duration
The programme is available in two duration modes:
- 1 month: £140
- 1 month: £140
Fee payment plans
1 month - £140
2 months - £90