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Starts 11 June 2025 12:11
Ends 11 June 2025
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Quiz - Machine Learning Fundamentals
Test your understanding of machine learning fundamentals with questions on supervised/unsupervised learning, algorithms, evaluation metrics, and core concepts essential for AI applications.
Amazon Web Services
via AWS Skill Builder
Amazon Web Services
479 Courses
10 minutes
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Beginner
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Free Certificate
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Overview
This Quiz was developed by members of AWS Training & Certification India. The content is intended to complement our standard training curriculum and augment your AWS learning journey.
Syllabus
- Introduction to Machine Learning
- Supervised Learning Techniques
- Unsupervised Learning Techniques
- AWS Machine Learning Services
- Model Evaluation and Validation
- Practical Considerations in Machine Learning
- Conclusion and Resources
Overview of Machine Learning concepts
Types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning
Regression Algorithms
Classification Algorithms
Performance Metrics: Accuracy, Precision, Recall, F1 Score
Clustering Algorithms
Dimensionality Reduction techniques
Applications in real-world scenarios
Amazon SageMaker overview
Key features and workflows in SageMaker
Understanding Overfitting and Underfitting
Cross-Validation techniques
Data Preprocessing and Feature Engineering
Hyperparameter Tuning
Model Deployment strategies
Advanced topics in Machine Learning
Recommended resources for further learning in AWS and Machine Learning
Subjects
Computer Science
