Machine Learning: an overview
Completed by SANJEET KUMAR PRADHAN
November 18, 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: Model Evaluation
- Category: Algorithms
- Category: Dimensionality Reduction
- Category: Unsupervised Learning
- Category: Machine Learning Algorithms
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Supervised Learning
- Category: Machine Learning
- Category: Machine Learning Methods
- Category: Reinforcement Learning
