ONGIL AI

Front

Which of the following is an unsupervised learning technique commonly used in AI for pattern recognition?
Options: Decision Trees, K-Means Clustering, Logistic Regression, Naïve Bayes

Back

K-Means Clustering

Front

In Natural Language Processing (NLP), what is the purpose of tokenization?

Back

Splitting text into smaller units

Front

What is the primary advantage of using reinforcement learning in AI?

Back

Requires no labeled data

Front

Which type of neural network is best suited for analyzing sequential data?

Back

Recurrent Neural Network (RNN)

Front

What is a key reason AI models require large amounts of data?

Back

To generalize better and avoid overfitting

Front

Which AI model is commonly used for generating human-like text? Options: Transformer-based models, Decision Trees, K-Nearest Neighbors, Support Vector Machines

Back

Transformer-based models

Front

What is the primary difference between AI and Machine Learning?

Back

ML is a subset of AI focused on learning from data

Front

What is the function of an activation function in a neural network?

Back

To introduce non-linearity into the model

Front

Which metric is best for evaluating an imbalanced AI classification model? Options: Accuracy, Precision-Recall AUC, Mean Squared Error, R-squared

Back

Precision-Recall AUC

Front

What AI concept is used to create deepfake videos?

Back

Generative Adversarial Networks (GANs)