Top Trending Udemy Coupons, Offers & Coupon Codes For Online Courses March 2023 Category Apply the association rule to retail shopping datasets.Use decision trees to predict staff attrition.Use SVM for handwriting recognition, and classification problems in general.Make use of train/test, K-fold and Stratified K-fold cross validation to select correct model and predict model perform with unseen data.Engineer new features to improve algorithm predictions.Communicate visually and effectively with Matplotlib and Seaborn.Develop in Jupyter (IPython) notebook, Spyder and various IDE.Make use to unsupervised Machine Learning (ML) algorithms such as Hierarchical clustering, k-means clustering etc.Combine multiple models with by bagging, boosting or stacking.Understand the various regression, classification and other ml algorithms performance metrics such as R-squared, MSE, accuracy, confusion matrix, prevision, recall, etc.Gain complete machine learning tool sets to tackle most real world problems.
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