Overview
Large Language Models (LLMs) are powerful tools in artificial intelligence that can understand and generate human-like text. Their development involves several key steps, including data collection, model training, and deployment. Understanding the underlying principles of Natural Language Processing...
Key Terms
Example: NLP is used in voice assistants like Siri.
Example: Spam filters use machine learning to identify unwanted emails.
Example: A dataset of sentences is used to train a language model.
Example: Learning rate is a common hyperparameter in training.
Example: Deploying a chatbot on a website.
Example: A model trained on biased data may produce unfair results.
Related Topics
Deep Learning
A subset of machine learning that uses neural networks with many layers to analyze various factors of data.
advancedReinforcement Learning
A type of machine learning where an agent learns to make decisions by receiving rewards or penalties.
advancedEthics in AI
The study of moral implications and responsibilities in the development and deployment of AI technologies.
intermediateKey Concepts
Natural Language ProcessingMachine LearningData TrainingModel Deployment