1. A web design team uses AI to generate responsive layouts automatically based on user device type. Which AI service is most suitable?

• TensorFlow.js
• PyTorch
• OpenCV
• Keras

2. A creative agency wants AI to generate multiple ad banner variations and test them live. Which model type is most relevant?

• Multi-armed bandit algorithms
• CNNs
• GANs
• Decision trees

3. A designer uses AI to automatically suggest color palettes aligned with brand identity. Which AI service can assist?

• Adobe Sensei
• PyTorch Lightning
• Hugging Face Transformers
• Keras

4. A video editor wants AI to detect highlights in sports footage. Which model is most appropriate?

• CNN with action recognition
• GANs
• Logistic regression
• Naive Bayes

5. A UX designer integrates AI to personalize webpage layouts for each visitor. Which AI approach is applied?

• Recommendation systems (Matrix Factorization)
• PCA
• Bagging
• Gradient descent

6. A creative team uses AI to generate ad copy variations. Which model is most relevant?

• GPT-based language models
• CNNs
• PCA
• Decision trees

7. A designer wants AI to upscale low-resolution images for print. Which model is used?

• ESRGAN (Enhanced Super-Resolution GAN)
• PCA
• Logistic regression
• Bagging

8. A video production team uses AI to generate subtitles automatically. Which service is most suitable?

• Google Cloud Speech-to-Text
• PyTorch
• Keras
• OpenCV

9. A web designer uses AI to test multiple landing page designs simultaneously. Which AI method supports this?

• Reinforcement learning with OpenAI Gym
• PCA
• Bagging
• Logistic regression

10. A marketing team wants AI to predict which ad visuals resonate with specific demographics. Which model is most relevant?

• Random Forest Classifier
• PCA
• CNN
• GAN

11. A designer uses AI to automatically adjust typography for readability across devices. Which AI service can help?

• Microsoft Azure Cognitive Services
• Hugging Face
• PyTorch
• Keras

12. A video editor wants AI to detect emotional tone in footage for ad campaigns. Which model is suitable?

• Multimodal deep learning (audio + vision)
• PCA
• Logistic regression
• Bagging

13. A creative agency uses AI to generate 3D product mockups from sketches. Which model is relevant?

• GANs (Pix2Pix)
• PCA
• Logistic regression
• Bagging

14. A web designer uses AI to optimize site speed by compressing images intelligently. Which model is applied?

• Autoencoders
• PCA
• Bagging
• Logistic regression

15. A video production team uses AI to replace backgrounds in real-time. Which service powers this?

• NVIDIA Maxine
• PCA
• Bagging
• Logistic regression

16. A designer uses AI to predict which ad creatives will perform better on social media. Which metric is most useful?

• Engagement rate
• PCA
• Bagging
• Logistic regression

17. A creative team uses AI to generate personalized video ads for each user. Which AI service is applied?

• IBM Watson Advertising
• PCA
• Bagging
• Logistic regression

18. A web designer integrates AI to detect accessibility issues like poor contrast. Which AI model is relevant?

• Computer vision CNN
• PCA
• Bagging
• Logistic regression

19. A marketing team uses AI to predict optimal ad placement across platforms. Which AI method applies?

• Reinforcement learning with contextual bandits
• PCA
• Logistic regression