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GenAI Application Architecture Flashcards | StudBud

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GenAI Application Architecture

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Questions 8

Answers

1
In the discussion about models in the course, which two types are mentioned?
SVMs and Decision Trees
GANs and VAEs
Naive Bayes and Logistic Regression
CNNs and RNNs
2
How can security be maintained when deploying AI applications?
Using unsecured APIs
Allowing all incoming traffic
Regularly updating software and dependencies
Minimizing user authentication
3
Which of the following is a cost optimization strategy discussed in the course?
Expanding infrastructure regardless of demand
Utilizing fixed pricing models only
Ignoring resource monitoring
Leveraging serverless architecture
4
According to the instructor, what should we do after completing the course?
Review only the final exam
Continue learning and practicing on our own
Take a break from coding
Forget the content
5
Why is monitoring important in AI application architecture?
To minimize user engagement
To detect anomalies and ensure security
To automate all processes
To increase server costs
6
What does the instructor encourage us to build?
Templates without functionality
Non-AI applications
Our own applications utilizing GenAI architecture
Random projects unrelated to the course
7
What type of architecture is recommended for building cost-effective AI applications?
Microservices architecture
Standalone applications
Monolithic architectureB)
Single-server architecture
8
What is one key aspect of building secure AI applications mentioned in the course?
Implementing robust security protocols
Reducing the number of servers
Limiting user access to the application
Using outdated software