Certification Practice Exams with Real Test Questions & Answers

Your data science team is working on developing a aws video

 ·  PT1H46M27S  ·  EN

machine-learning video for your data science team is working on developing a machine learning model to predict customer churn. The dataset that you are using

Full Certification Question

Your data science team is working on developing a machine learning model to predict customer churn. The dataset that you are using contains hundreds of features, but you suspect that not all of these features are equally important for the model's accuracy. To improve the model's performance and reduce its complexity, the team wants to focus on selecting only the most relevant features that contribute significantly to minimizing the model's error rate. Which feature engineering process should your team apply to select a subset of features that are the most relevant towards minimizing the error rate of the trained model?