Algorithms for enabling artificial systems to learn from experience; supervised and unsupervised learning; clustering, reinforcement learning control. Students will write programs that demonstrate machine-learning techniques.
- Explain various techniques by which machines can learn from data and experience.
- Employ machine learning techniques to solving problems involving large data sets.
- Present results of applying machine learning to big data problems in oral and written form.
YOUR OPPORTUNITY: Data analysis software must dig through data with little guidance, which requires techniques for detecting and learning from cues automatically. You will learn how to code such systems.
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