Exploring Cs 155 Winter 2018 Lecture 2
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- Decision Trees, Bagging, Random Forests.
- General Q&A, mostly about final exam.
- Recent Applications: Edge Detection & Speech Animation.
- Recap: Bias-Variance Trade-off ...
- Probabilistic Models.
In-Depth Information on Cs 155 Winter 2018 Lecture 2
Perceptron & Gradient Descent. Regularization. SVMs, Logistic Regression, Neural Nets, Loss Functions, Evaluation Metrics. Deep Generative Models.
Embeddings.
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