Machine Learning: an overview
Completed by Julien Florkin
March 3, 2024
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: Model Evaluation
- Category: Machine Learning
- Category: Algorithms
- Category: Supervised Learning
- Category: Reinforcement Learning
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Machine Learning Methods
- Category: Machine Learning Algorithms
- Category: Unsupervised Learning
- Category: Dimensionality Reduction
- Category: Artificial Intelligence and Machine Learning (AI/ML)
