Global Certificate in Classification Models
-- ViewingNowThe Global Certificate in Classification Models is a comprehensive course that focuses on the development and implementation of classification models, a crucial aspect of data science. This course gains importance due to the increasing need for businesses to make informed decisions using predictive analysis.
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โข Unit 1: Introduction to Classification Models
โข Unit 2: Supervised Learning and Classification
โข Unit 3: Logistic Regression
โข Unit 4: Decision Trees for Classification
โข Unit 5: Random Forests and Ensemble Methods
โข Unit 6: Support Vector Machines (SVM)
โข Unit 7: Naive Bayes Classification
โข Unit 8: K-Nearest Neighbors (KNN)
โข Unit 9: Model Evaluation Metrics for Classification
โข Unit 10: Bias-Variance Tradeoff and Model Tuning
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