What is natural language processing?

Natural language processing is a field of AI that enables computers to understand and generate human language through algorithms and machine learning techniques.

GPT models are large language models that use Transformers-type neural networks for language modeling and can perform various natural language processing tasks.

What is pron engineering?

Pron engineering is a natural language technique used to create and optimize models based on PLN, improving the relevance and quality of the response generated by the model.

What can deep learning models generate?

Deep learning models can generate images, videos, and audio tracks from input data.

Free Spanish Course: Introduction to Text Models - AI Basics

Name: Free Spanish Course: Introduction to Text Models - AI Basics
Uploaded: 2023-08-01 16:26:45
Description: This introductory course covers the basics of Artificial Intelligence and its models, including natural language processing and deep learning, which can perform tasks typically done by humans.

This article is a summary of a YouTube video "🎓CURSO PROMPT ENGINEERING en Español - GRATIS - 🤖CLASE 01- Introducción a los modelos de texto" by Joaquín Barberá Aledo

TLDR This introductory course covers the basics of Artificial Intelligence and its models, including natural language processing and deep learning, which can perform tasks typically done by humans.

Key insights

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Artificial intelligence is based on the idea that a computer can be programmed to simulate the way the human brain works and thus achieve tasks that would otherwise require the intervention of said human being.
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Text generation models like GPT can be prepared to converse, creating conversational or dialogue models.
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Audio generation models like wave net can generate new sounds and audio tracks from input data, opening up possibilities for music and sound design.
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Large language models (LLLM) are trained on huge text data sets and use deep neural networks to process information and learn patterns in language.
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Language modeling is based on the predictability of word relationships in a given context, allowing for greater probability of certain words following others.
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GPT models are capable of generating coherent and high-quality text, as well as performing a wide variety of natural language processing tasks such as summaries, translations, text classifications, and answers to questions.
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A pron engineer is a person capable of creating appropriate instructions or pron according to the answers that you want to obtain from the model.

Q&A

What is the focus of this course?

— This course focuses on the basics of Artificial Intelligence and its models, including natural language processing and deep learning.
What is natural language processing?

— Natural language processing is a field of AI that enables computers to understand and generate human language through algorithms and machine learning techniques.
What are GPT models?

— GPT models are large language models that use Transformers-type neural networks for language modeling and can perform various natural language processing tasks.
What is pron engineering?

— Pron engineering is a natural language technique used to create and optimize models based on PLN, improving the relevance and quality of the response generated by the model.
What can deep learning models generate?

— Deep learning models can generate images, videos, and audio tracks from input data.

Timestamped Summary

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00:00
Learn about Artificial Intelligence and its models that can perform tasks typically done by humans in this introductory course.
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01:21
AI uses programming to mimic human brain function, with natural language processing as a crucial aspect.
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03:08
Natural language processing models like GPT and conversational models, as well as image generation models, are covered in the lecture.
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04:06
Deep learning models can create various types of media from input data, and upcoming classes will focus on natural language processing.
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05:43
Processing is an AI field that uses algorithms and machine learning to help computers understand and generate human language.
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07:27
Researchers are exploring new language models that combine the benefits of large models with smaller ones, based on predictable word relationships.
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09:03
GPT models use Transformers to perform various natural language processing tasks.
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10:27
Pron engineering uses natural language processing to improve the relevance and quality of model-generated responses.