Machine Learning: an overview
Completed by Eduardo Sequeira
March 17, 2025
2 hours (approximately)
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What you will learn
Classify machine learning problems, supervised learning problems and describe the limitations of machine learning techniques in supervised learning
Classify machine learning problems in unsupervised learning, describe the utility of dimensionality reduction techniques
Formulate a sequential decision-making problem, explain what a value function is and describe how to optimize a policy in reinforcement learning
Skills you will gain
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Machine Learning Methods
- Category: Machine Learning Algorithms
- Category: Dimensionality Reduction
- Category: Applied Machine Learning
- Category: Algorithms
- Category: Supervised Learning
- Category: Machine Learning
- Category: Unsupervised Learning
- Category: Classification Algorithms
- Category: Reinforcement Learning
- Category: Model Evaluation
