AI Terms & Concepts

Natural Language Processing

Data Mining

Cognitive Computing

Algorithm

Neural Networks

Deep Learning

Machine Learning

AI Concepts & Key Terms Infographic

*Definitions from ChatGPT

Large Language Model

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Generative AI

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What are Neural Networks in AI?

• The networks consist of layers of nodes (like neurons) that process data and adjust their internal parameters to improve predictions & classifications.

Computing systems inspired by the human brain’s networks of neurons, used to recognize patterns and learn from data.

Neural Networks

What is an LLM?

AI systems capable of understanding and generating human language by processing vast amounts of text data.

Large Language Model

What are Algorithms and how do they work?

• Process data
• Find patterns
• Make decisions
• Bias considerations

A set of rules or a process that a computer follows to solve a specific problem or perform a task.

Algorithm

What is Cognitive Computing

Computerized systems designed to simulate human thought processes in complex situations, often using artificial intelligence, machine learning, and natural language processing.

Cognitive Computing

What is data mining?

The process of discovering patterns, correlations, and insights from large datasets using various AI and statistical methods. The patterns inform predictions and decisions.

Data Mining

What is Deep Learning?

A subset of machine learning that uses artificial neural networks with many layers to model complex patterns in data. It is effective for tasks such as image recognition and playing games.

Deep Learning

ChatGPT

This graphic was made using ChatGPT. After asking for key terms and concepts related to AI, I prompted for an image that captures the information.

AI Graphic

Generative AI in 2 Minutes

This is a class of AI that creates new content, such as text, images, audio, or code, based on the patterns it has learned from existing data. Using techniques like neural networks, generative AI models identify patterns in large datasets and generate new outputs that are similar but unique.

Generative AI

What is natural language processing?

A branch of AI focused on the interaction between computers and humans through natural language. NLP enables computers to understand, interpret, and generate human language, allowing applications like chatbots, translation services, and voice recognition systems.

Natural Language Processing [NLP]

Machine Learning in 100 Seconds

A subset of AI that involves training algorithms to learn from data and make predictions or decisions without explicit programming. This enables computers to improve their performance on tasks by learning from past experiences, often without being explicitly programmed to perform the task.

Machine Learning

Machine Learning in 100 Seconds

A subset of AI that involves training algorithms to learn from data and make predictions or decisions without explicit programming. This enables computers to improve their performance on tasks by learning from past experiences, often without being explicitly programmed to perform the task

Machne Learning