What is the core objective of Artificial Intelligence?

• Replace human intelligence entirely
• Simulate human cognitive functions
• Automate only physical tasks
• Eliminate decision-making processes

Which of these is NOT a key benefit of AI?

• Enhanced efficiency
• Reduced human errors
• Increased physical labor dependency
• Data-driven insights

AI's scope primarily includes:

• Only industrial automation
• Replicating human emotions
• Simulating human intelligence in machines
• Replacing all human jobs

Which term describes AI systems that improve through experience?

• Rule-based systems
• Self-learning systems
• Static algorithms
• Manual programming

A major limitation of current AI is:

• Lack of data processing capability
• Inability to handle unstructured data
• Absence of contextual understanding
• Complete autonomy

Machine Learning is a subset of:

• Deep Learning
• Artificial Intelligence
• Neural Networks
• Data Science

Deep Learning primarily uses:

• Decision trees
• Linear regression
• Artificial neural networks
• Rule-based engines

Which statement is TRUE?

• All ML is DL, but not all DL is ML
• DL is a subset of ML
• AI and ML are identical
• DL requires no human intervention

ML algorithms:

• Always require explicit programming
• Learn patterns from data
• Cannot process images
• Only work with structured data

DL excels in:

• Simple classification tasks
• Handling large-scale unstructured data
• Rule-based decision-making
• Small datasets