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What is the primary objective of the term “bias” in machine learning?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
bias
machine
learning
0
votes
1
answer
In reinforcement learning, what is the function that estimates the expected future reward given a specific state and action pair?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
reinforcement
learning
0
votes
1
answer
Which approach is used for handling imbalanced datasets in classification tasks, where one class has significantly fewer samples than the others?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
handling
imbalanced
datasets
0
votes
1
answer
Which type of neural network architecture is used for sequence data, such as natural language processing and time series analysis?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
neural
network
architecture
0
votes
1
answer
Which technique is used for reducing the dimensionality of data while preserving its most important features?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
data
preserving
0
votes
1
answer
What is the primary advantage of using a deep learning architecture for machine learning tasks?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
deep
learning
architecture
0
votes
1
answer
Which evaluation metric is commonly used for binary classification problems and measures the proportion of true positive predictions among all positive examples?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
binary
classification
problems
0
votes
1
answer
In machine learning, an ensemble model combines the predictions of multiple individual models to:
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
predictions
multiple
individual
models
0
votes
1
answer
What is the main purpose of cross-validation in machine learning?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
cross-validation
in
machine
learning
0
votes
1
answer
Which machine learning technique allows models to make decisions based on past experiences and feedback from their environment?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
technique
0
votes
1
answer
What is the primary drawback of the k-nearest neighbors (k-NN) algorithm?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
k-nearest
neighbors
k-nn
algorithm
0
votes
1
answer
Which machine learning algorithm is used for both regression and classification tasks and is based on averaging the predictions of multiple weak learners?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
Your team lead has finished creating a build project in the console. You have access to run the build but not to access the project.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
Which of the following is true with respect to strongly consistent read requests from an application to a DynamoDB with a DAX cluster?
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
A company currently has an application that works with DynamoDB. The application is a high revenue generating application for the company.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
You're developing an application that is going to be hosted in AWS Lambda. The function will make calls to a database.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
You are planning on deploying an application to the worker role in Elastic Beanstalk. Moreover, this worker application is going to run the periodic tasks.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
You have deployed an application on an EC2 Instance. This application makes calls to a DynamoDB service.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
An application has a database in an AWS RDS Instance. When the traffic is high, the application's response time grows as there are many read queries to the RDS database.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
A company has a Cloudformation template that is used to create a huge list of resources. It creates a VPC, subnets, EC2 Instances, Autoscaling Groups, Load Balancers etc.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
As a developer, you have enabled server logging on an S3 bucket. You have a simple static web page with CSS pages uploaded to the bucket which is 1 MB in total size.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
Your company has asked you to maintain an application using Elastic Beanstalk. At times, you normally hit the application version limit when deploying new versions of the application.
asked
Jul 7, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
You are developing an application that is going to make use of Amazon Kinesis. Due to the high throughput, you decide to have multiple shards for the streams.
asked
Jul 5, 2024
in
AWS
by
DavidAnderson
aws-developer-certification-exam
0
votes
1
answer
What is the primary objective of the k-means clustering algorithm?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
k-means
clustering
algorithm
0
votes
1
answer
Which machine learning algorithm is commonly used for classification tasks and is based on finding the best hyperplane that separates data points into different classes?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
What is the name of the technique used to deal with overfitting in machine learning models?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
overfitting
machine
learning
models
0
votes
1
answer
The loss function in a machine learning model measures:
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
model
measures
0
votes
1
answer
What is the process of feeding a machine learning model with data to adjust its internal parameters and improve performance?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
model
0
votes
1
answer
Which machine learning algorithm is inspired by the behavior of neurons in the human brain?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
In unsupervised learning, the primary task is:
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
unsupervised
learning
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