Ekart Logistics Learning & Development Specialist Interview Questions and Answers

Confusion matrix is a table used to evaluate the performance of a classification model.

• It is used to visualize the performance of a machine learning model by comparing actual and predicted values.

• It consists of four sections: true positive, false positive, true negative, and false negative.

• It helps in calculating various metrics like accuracy, precision, recall, and F1 score.

• Example: In a binary classification problem,...read more

Handling imbalance dataset involves techniques like resampling, using different algorithms, and adjusting class weights.

• Use resampling techniques like oversampling or undersampling to balance the dataset

• Utilize algorithms that are robust to class imbalance such as Random Forest, Gradient Boosting, or SVM

• Adjust class weights in the model to give more importance to minority class

Experienced Learning & Development Specialist with a passion for creating engaging training programs.

• Over 5 years of experience in designing and delivering training programs

• Strong background in instructional design and adult learning principles

• Skilled in conducting needs assessments and evaluating training effectiveness

• Proficient in using learning management systems and e-learning tools

• Excellent communication and p