IIRF Online > Development > Data Science > Machine Learning > UCSanDiegoX: Machine Learning Fundamentals
UCSanDiegoX: Machine Learning Fundamentals by Edx
Understand machine learning's role in data-driven modeling, prediction, and decision-making.
Course Highlights
- Classification, regression, and conditional probability estimation
- Generative and discriminative models
- Linear models and extensions to nonlinearity using kernel methods
- Ensemble methods: boosting, bagging, random forests
- Representation learning: clustering, dimensionality reduction, autoencoders, deep nets
Skills you will learn!
UCSanDiegoX: Machine Learning Fundamentals
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