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MOC - Artificial Intelligence

May 20, 20243 min read

Artificial Intelligence Map of Content

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minLevel: 1 # Include headings from the specified level
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debugInConsole: false # Print debug info in Obsidian console

Overview

About

This note serves as an index for all notes related to the topic: Artificial Intelligence.

Artificial Intelligence (AI) is a branch of computer science that focuses on creating machines that can perform tasks that typically require human intelligence. AI involves the development of algorithms and computer programs that can learn and make decisions based on data. It aims to create intelligent agents, which are systems that can perceive their environment, reason about it, and take actions to achieve specific goals.

AI has many subfields, including machine learning, natural language processing, robotics, computer vision, and expert systems. Machine learning is a subset of AI that focuses on the development of algorithms that enable computers to learn from data and improve their performance over time. Natural language processing involves teaching computers to understand and interpret human language. Robotics focuses on the development of intelligent machines that can perform physical tasks. Computer vision involves teaching computers to interpret and analyze images and videos, while expert systems involve creating systems that can make decisions based on expert knowledge in a specific domain.

AI has many real-world applications, including speech recognition, image recognition, natural language processing, autonomous vehicles, and predictive analytics. AI has the potential to revolutionize many industries, including healthcare, finance, transportation, and manufacturing. However, AI also raises many ethical and societal concerns, including job displacement, bias, privacy, and security. Therefore, it is important to ensure that AI is developed and used responsibly and ethically.

AI Tools

AI tools refer to software applications, libraries, or frameworks that leverage artificial intelligence techniques to assist users in performing various tasks. These tools often use machine learning, natural language processing, computer vision, and other AI technologies to automate processes, make predictions, extract insights, and improve decision-making.

  • Chatbots: These AI tools use natural language processing (NLP) to understand and respond to user queries, providing automated customer support or information retrieval.
  • Large Language Models (LLMs): Advanced language models like GPT-3 can generate human-like text, answer questions, and engage in natural language conversations.
  • Machine Learning Frameworks: Libraries and platforms like TensorFlow, PyTorch, and scikit-learn provide tools for building and training machine learning models.
  • Data Analysis and Visualization: AI tools for data analysis and visualization help users explore and make sense of large datasets.
  • Recommendation Engines: AI-driven systems that suggest personalized content, products, or services based on user preferences and behavior.
  • Automated Machine Learning (AutoML): Tools that automate various steps in the machine learning process, such as feature selection, model selection, and hyperparameter tuning.
  • AI-powered Content Creation: Tools that assist in generating content, including articles, summaries, and design elements.
  • Natural Language Processing (NLP) Libraries: Libraries that enable NLP tasks, such as sentiment analysis, named entity recognition, and language translation.
  • AI in Robotics: Tools used in robotic systems for perception, control, and decision-making.

Notes

NOTE

Currently, there are $= dv.pages("#Topic/AI").length individual notes with the #Topic/AI tag, including this note.

TABLE without ID file.link as "Note Title", file.mday as "Last Modified"
FROM #Topic/AI
WHERE file.name != this.file.name
SORT file.name asc
LIST
FROM #Topic/AI
AND -"CHANGELOG"
AND -"03-AREAS/MOCs/MOC - Artificial Intelligence"

Appendix

Note created on 2024-04-01 and last modified on 2024-04-04.

LIST FROM [[MOC - Artificial Intelligence]] AND -"CHANGELOG" AND -"03-AREAS/MOCs/MOC - Artificial Intelligence"

(c) No Clocks, LLC | 2024

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