View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 101. Which deployment approach allows a new model version to replace the existing version while maintaining the ability to quickly return to the previous version? 1) Rolling deployment 2) Shadow deployment 3) Canary testing 4) Blue/green […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 121. Which SageMaker capability is specifically designed to help identify and analyze performance bottlenecks in machine learning training workloads? 1) SageMaker Profiler 2) SageMaker Ground Truth 3) SageMaker Model Registry 4) SageMaker Feature Store Answer: 1) […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 141. Which AWS service can be used to analyze SQL-based queries against data stored in Amazon S3 without requiring the data to be moved into a traditional database? 1) Amazon Athena 2) Amazon SQS 3) Amazon […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 161. What is a primary purpose of Amazon SageMaker Neo? 1) Creating training datasets from raw files 2) Optimizing trained models for efficient inference on supported hardware 3) Managing IAM users and permissions 4) Creating dashboards […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 181. What is the primary purpose of hyperparameter tuning in machine learning? 1) To select suitable hyperparameter values that improve model performance 2) To replace the training dataset 3) To encrypt model predictions 4) To remove […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 201. What is the primary purpose of an ML model endpoint? 1) To provide a network-accessible interface for generating predictions 2) To permanently store raw training datasets 3) To create new categorical labels 4) To replace […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 221. Which Amazon SageMaker built-in algorithm is designed to make predictions based on the similarity between data points? 1) Random Cut Forest 2) K-Nearest Neighbors 3) Neural Topic Model 4) Semantic Segmentation Answer: 2) K-Nearest Neighbors […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 241. Which AWS service can be used to catalog datasets and make their metadata available for analytics and machine learning workflows? 1) Amazon Route 53 2) AWS Glue Data Catalog 3) Amazon CloudFront 4) AWS Shield […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 261. Which AWS service can be used to orchestrate multiple machine learning workflow steps with conditional logic and dependencies? 1) Amazon Route 53 2) AWS Step Functions 3) Amazon CloudFront 4) Amazon ECR Answer: 2) AWS […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 281. In a binary classification model, what does a false positive represent? 1) The model predicts positive when the actual class is negative 2) The model predicts negative when the actual class is positive 3) The […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 301. Which technique helps reduce the effect of multicollinearity among numerical features? 1) Increasing the number of duplicate records 2) Removing the target variable 3) Feature selection or dimensionality reduction 4) Increasing the learning rate Answer: […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 321. What is the primary purpose of a confusion matrix in classification? 1) To measure training duration 2) To visualize counts of correct and incorrect predictions by class 3) To calculate storage capacity 4) To select […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 341. Which ensemble technique uses multiple base models and then trains another model to combine their predictions? 1) Stacking 2) Bagging 3) Random subsampling 4) Feature hashing Answer: 1) Stacking Explanation: Stacking is an ensemble learning […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 361. Which technique combines predictions from several models by averaging their predicted probabilities? 1) Hard voting 2) Feature selection 3) Soft voting 4) Data augmentation Answer: 3) Soft voting Explanation: Soft voting is an ensemble technique […]

View Full Amazon AWS Certified Machine Learning Engineer – Associate MLA-C01 Exam Dumps and Practice Test Dumps   Question 381. Which technique is commonly used to reduce the memory requirements of a neural network by removing unnecessary connections? 1) Tokenization 2) Normalization 3) Pruning 4) One-hot encoding Answer: 3) Pruning Explanation: Pruning reduces the size […]