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Aplicación de la ciencia de datos

Data Science & AI Code-Alongs

From data visualization to AI, code-along with experts as they solve real-world problems. Work your way through an entire project with the help of a screencast, so you never get stuck.
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Conviértete en un desarrollador de IA

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Creación de sistemas de IA con OpenAI y LangChain

Domina los paquetes de la API de OpenAI y LangChain y crea pruebas de concepto de IA a lo largo del camino.

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Introducción a los modelos de lenguaje grandes con GPT y LangChain

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Ingeniería de prompts con GPT y LangChain

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Creación de aplicaciones de IA multimodales con LangChain y la API de OpenAI

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Desarrollo de aplicaciones de IA con GPT y Pinecone

Combina el poder de las bases de datos vectoriales Pinecone y la API de OpenAI y crea chatbots con memoria a largo plazo.

James Briggs
Búsqueda semántica con Pinecone

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Vincent Vankrunkelsven
Generación aumentada de recuperación con la API de OpenAI y Pinecone

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Creación de chatbots con la API de OpenAI y Pinecone

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Creación de sistemas de IA con Hugging Face

Descubre el poder del ecosistema de IA de código abierto con Hugging Face.

Alara Dirik
Uso de modelos de IA de código abierto con Hugging Face

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Jacob Marquez
Creación de aplicaciones de NLP con Hugging Face

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Priyanka Asnani
Clasificación de imágenes con Hugging Face

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Group¿Entrenar a 2 o más personas?Probar DataCamp for Business

Lista completa de Programando juntos

Machine Learning

Building Multi-Modal Search with Weaviate

In this session, you'll learn how to use the Weaviate vector database to store these different content types, then perform search queries on them.
JP Hwang's photo

JP Hwang

31 de enero de 2024

Data Science

Get Started Analyzing Survey Data with SQL & Python

In this introductory session, you'll explore a survey on business innovation. The focus will be on principles of analyzing survey data, and you'll write some simple SQL for calculations and simple Python for data visualizations.
Richie Cotton's photo

Richie Cotton

24 de enero de 2024

Data Visualization

Data Storytelling with ChatGPT

In this session, you'll learn how to use ChatGPT to perform a data analysis and assemble the results into a data story.
Joe Franklin's photo

Joe Franklin

16 de enero de 2024

Machine Learning

Chat with Your Documents Using GPT & LangChain

In this code-along, Andrea Valenzuela, Computing Engineer at CERN, and Josep Ferrer Sanchez, Data Scientist at the Catalan Tourist Board, will walk you through building an AI system that can query your documents & data using LangChain & the OpenAI API.
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Andrea Valenzuela

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Josep Ferrer

9 de enero de 2024

Machine Learning

Fine-tuning GPT3.5 with the OpenAI API

In this code along, you'll learn how to use the OpenAI API and Python to get started fine-tuning GPT3.5.
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Zoumana Keita

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Data Science

Exploratory Data Analysis in Python for Beginners

In this code-along, you will be introduced to the basics of exploring new datasets. Using data on UK Premiership soccer results, you will use Python to calculate summary statistics and draw visualizations to generate insights.
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Machine Learning

Retrieval Augmented Generation with LlamaIndex

In this session you'll learn how to get started with Chroma and perform Q&A on some documents using Llama 2, the RAG technique, and LlamaIndex.
Dan Becker's photo

Dan Becker

13 de diciembre de 2023

Machine Learning

Building a Diffuser Model From Scratch with PyTorch

In this webinar, you'll learn how to build your own diffuser model from scratch!
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6 de diciembre de 2023

Machine Learning

Evaluating LLM Responses

In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.
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29 de noviembre de 2023

Data Analysis

Getting Started with Data Analysis in Snowflake using Python and SQL

In this code-along session, you will learn how to use Snowpark Python and SQL to perform data analysis in the Snowflake Data Cloud.
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22 de noviembre de 2023

Machine Learning

Fine-Tuning Your Own Llama 2 Model

In this session, we take a step-by-step approach to fine-tune a Llama 2 model on a custom dataset.
Maxime Labonne's photo

Maxime Labonne

17 de noviembre de 2023

Data Science

Running Machine Learning Experiments in Python

In this webinar, you'll use MLflow to manage a machine learning experiment pipeline. The session will cover model evaluation, hyperparameter tuning, and MLOps strategies, using a London weather dataset.
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Folkert Stijnman

14 de noviembre de 2023