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Machine Learning (Supervised Learning (linear regression, logistic…
Machine Learning
Supervised Learning
linear regression
logistic regression
SVM
decision trees
random forest
classifiers
Other Machine Learning Topics
bias/variance trade-off (underfitting/overfitting)
gradient descent & the cost function
regularization & optimization
boosting & feature engineering
types of errors
NLP
Topic Identification
Named Entity Recognition
Tokenization
Unsupervised Learning
clustering (k-means)
anomaly detection
Attachment 8 Appendix C