46) Right-Skewed DataWhen the graph has a long right tail it is right-skewed and log transform can help in making the data more normally distributed Navid
47) SMOTESynthetic Minority Oversampling Technique used to increase the number of minority class instances in a dataset Navid
58) Handling OutliersApproaches include removal transformation such as log transform or keeping them if they hold valuable information Navid
56) Data Labeling OptionsInclude Mechanical Turk private labeling workforce and vendors for third-party services Navid
57) ScalersStandardize the range of data features Navid
67) RelU Activation FunctionDoes not have the vanishing gradient problem and adds non-linearity to the output of a neuron Navid
69) BaggingGenerates new training sets by random sampling with replacement and can train models in parallel Navid