Machine Learning: an overview
Completed by Chandrika Chowdari KANDIPATI
August 13, 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: Applied Machine Learning
- Category: Classification Algorithms
- Category: Dimensionality Reduction
- Category: Machine Learning
- Category: Machine Learning Methods
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Machine Learning Algorithms
- Category: Unsupervised Learning
- Category: Supervised Learning
- Category: Algorithms
- Category: Reinforcement Learning
- Category: Model Evaluation
