Certificate in Decision Trees for Cloud Computing

• Introduction to Decision Trees and Cloud Computing
• Setting Up a Cloud Infrastructure for Decision Tree Analysis
• Data Preprocessing and Cleaning for Decision Trees in Cloud Computing
• Creating Decision Trees in Cloud Computing Environments
• Implementing Decision Trees using Popular Cloud-based Tools (e.g., AWS SageMaker, Google Cloud AutoML)
• Training and Optimizing Decision Trees in Cloud Computing
• Evaluating Decision Tree Performance in Cloud-based Systems
• Advanced Decision Tree Techniques for Cloud Computing (e.g., Random Forest, Gradient Boosting)
• Real-world Applications and Case Studies of Decision Trees in Cloud Computing