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Machine Learning: Classification

Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,.
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Linear Classifiers & Logistic Regression
Learning Linear Classifiers
Overfitting & Regularization in Logistic Regression
Decision Trees
Preventing Overfitting in Decision Trees
Handling Missing Data
Boosting
Precision-Recall
Scaling to Huge Datasets & Online Learning

Case Studies: Analyzing Sentiment & Loan Default Prediction

Machine Learning: Classification
Free
per course
Incentives
100% online
Course 3 of 4 in the
Flexible deadlines
Approx. 23 hours to complete
English
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