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TECHNICAL TIPS: KEYWORDS IN ARTIFICIAL INTELLIGENCE & MACHINE LEARNING

9/26/2023

 
Artificial Intelligence (AI) is generally defined as computing devices or systems that perform human-like behavior and thinking.

Machine Learning (ML) is a subset of artificial intelligence involving developing algorithms that can learn from data, and make predictions or decisions.

Deep Learning (DL) is a type of machine learning that uses neural networks with multiple layers to learn and make predictions.

Natural Language Processing (NLP) is a subfield of AI that focuses on enabling computers to understand, interpret, and generate human language.

API stands for application programming interface, which is a set of definitions and protocols for building and integrating application software.1

FastAPI is a software framework for developing web applications in Python. Specifically, it is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.2

LangChain is a framework for developing applications powered by language models.3


1. https://www.redhat.com/en/topics/api/what-are-application-programming-interfaces
2. https://fastapi.tiangolo.com/

3. https://docs.langchain.com/docs/
4. https://www.britannica.com/technology/artificial-intelligence


By
Kap Ocean LLC Team
www.kapocean.com

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