ENSA -- AI and Machine Learning

Which describes AI?

• machines or software perform tasks that typically require human intelligence

• specifically focused on learning from data

• machine or software with built-in consciousness that independently make ethical decisions

• directly mimics human cognition by replicating human emotions through feelings

Which describes ML?

• machines or software perform tasks that typically require human intelligence

• specifically focused on learning from data

• machine or software with built-in consciousness that independently make ethical decisions

• directly mimics human cognition by replicating human emotions through feelings

Match the term to the correct description.

• Narrow AI

• enable complex patterns in data to be learned

• Natural Language Processing (NLP)

• have a designated task, cannot adapt or problem solve

• Neural Networks

• enables machines to understand, interpret, and generate human language

Match the term to the correct description.

• Predictive AI

• detecting issues that might indicate an issue for the network

• Generative AI

• analyze patterns and trends in data to predict what will happen next

• Type of Predictive AI

• learns patterns from existing data to create new content

• Types of Generative AI

• ChatGPT, Gemini, Copilot

What differentiates Machine Learning (ML) from traditional programming?

• 
  ML enables machines to learn from data without explicit programming

• ML focuses only on processing textual data

• ML systems cannot improve over time with more data

• ML requires detailed, step-by-step instructions for task completion

TechHealth Innovations is developing a system that can create personalized healthcare plans by analyzing vast amounts of patient data and generating new treatment recommendations tailored to individual needs. Which type of AI is TechHealth Innovations using?

• Generative AI

• Discriminative AI

GreenEnergy Solutions is implementing a system to improve the efficiency of their solar panel arrays. The system must analyze incoming data to predict which panels are likely to fail based on historical performance metrics and environmental conditions. Which type of AI is GreenEnergy Solutions using?

• Generative AI

• Discriminative AI

Match the acronyn with the correct description.

• LLMs

• Machine Learning

• AI

• Articifical Intelligence

• ML

• Large Language Models

• NLP

• Natural Language Processing

• GPTs

• Generative Pre-trained Transformers

Which are example of Narrow AI?

• Amazon Alexa

• Netflix

• Spofify

• Google Translate

• ChatGPT

What are Large Language Models (LLMs)?

• AI systems trained on extensive text data to understand and generate human-like language

• By learning language patterns, they can predict and generate coherent, contextually relevant text based on input

• Designed to integrate information from multiple data types, such as text, images, audio, and video

• Have have beliefs, opinions, or subjective experiences used to generate human-like language