ACTIVITY #1 -unit 4 integrador

What is one of the critical advantages of deep learning mentioned in the text?

• A. Requires explicit instructions or labels

• B. Relies on shallow algorithms

• C. Learns patterns from large amounts of data

• D. Is easy to interpret

Which type of learning involves using both labeled and unlabeled data to train a model?

• A. Supervised learning

• B. Unsupervised learning

• C. Reinforcement learning

• D. Semi-supervised learning

What is a limitation of deep learning mentioned in the text?

• A. Requires small amounts of data for training

• B. Easy to interpret

• C. Complex and difficult to interpret

• D. Primarily used for shallow datasets

Which application area involves systems that can process, recognize, and interpret visual data?

• A. Natural Language Processing

• B. Generative Modeling

• C. Computer Vision

• D. Clustering

What is a primary reason why deep learning is considered necessary?

• A. Limited ability to handle unstructured data

• B. Inability to model complex relationships

• C. Difficulty in learning from large amounts of data

• D. Ability to model and learn complex relationships.