Casos archivos - Alexander Seoane

El desarrollo de la analítica de datos ha ido pareja a grandes avances en las posibilidades de captación de información. La mayor parte de la información no está en formato numérico, y menos en una manera estructurada.

La minería de texto junto con las técnicas de Procesamiento de Lenguaje Natural nos permiten abordar con un esfuerzo razonable análisis que antes resultaban titánicos en tiempo y dinero. Las palabras ya forman parte de nuestro ámbito de información para la gestión. Y no sólo las escritas, el reconocimiento de voz nos abre un mundo de posibilidades.

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Towards Data Science

How To Use Argument Parsing for Greater Efficiency in Machine Learning Workflows

A complete guide on how to use argparse for your command line applications and how it can be leveraged for machine learning projectsContinue reading on Towards Data Science »

Thomas A Dorfer

Measuring The Speed of New Pandas 2.0 Against Polars and Datatable — Still Not Good Enough

Even though the new PyArrow backend for Pandas is bringing exciting features, it still looks disappointing in terms of speed.Continue reading on Towards Data Science »

Bex T.

Using GPT-3.5-Turbo and GPT-4 to Apply Text-defined Data Quality Checks on Humanitarian Datasets

Using GPT-3.5-Turbo and GPT-4 for Predicting Humanitarian Data CategoriesImage created by Stable Diffusion with prompt ‘Predicting Cats’.TL;DRIn this article, I explore using GPT-3.5-Turbo and GPT-4 to categorize datasets without the need for labeled data or model training, by prompting the model with data excerpts and category definitions. Using a small sample of categorized ‘Data Grid’ […]

Matthew Harris

Data Flog blog

How to Validate OpenAI GPT Model Performance with Text Summarization (Part 1)

Regardless of your occupation or age, you've heard about OpenAI's generative pre-trained transformer (GPT) technology on LinkedIn, YouTube, or in the news. These powerful artificial intelligence models/chatbots can seemingly handle […] The post How to Validate OpenAI GPT Model Performance with Text Summarization (Part 1) appeared first on Datafloq.

Mark Chen

What is Enterprise Application Integration (EAI), and How Should Your Company Approach It?

If you work at a large or a mid-sized company that is currently undergoing a digital transformation, you are probably witnessing the following issues: Data inconsistency across the organization causes […] The post What is Enterprise Application Integration (EAI), and How Should Your Company Approach It? appeared first on Datafloq.

Terry Wilson

5 Best Data Engineering Projects & Ideas for Beginners

Data engineering is the leading branch of big data. If you want to pursue a data engineering career and wish to present your skills, then you are on the right […] The post 5 Best Data Engineering Projects & Ideas for Beginners appeared first on Datafloq.

Emily Joe

Categoría: Casos

El Programa de Gobierno bajo los Datos

Análisis de texto sobre los Programas Electorales del 10N