Tabular data - Learn Data Science with Travis

Tabular-data

The Evolution of Tabular Data: From Analysis to AI

Towards AI

Discover how tabular data space is being transformed by Kaggle competitions, the open-source community, and Generative AI. Image by Author Introduction Tabular data refers to data organized into rows...

Tabula Rasa: not enough data? Generate them!

Level Up Coding

Tabular data are often composed of small datasets. Although they are ubiquitous, many of these data are expensive to obtain (e.g., in the medical field), and privacy must be considered when analyzing ...

Transformers for Tabular Data

Towards Data Science

How to use SageMaker’s built-in algorithm TabTransformer with your own data Image by author (created with OpenAI’s DALL·E 2) What is this about? In June 2022 AWS announced a new range of built-in alg...

Tabular data analysis with deep neural nets

Towards Data Science

Deep Neural Networks are both reliable and effective for making predictions on tabular data.

Neural networks for Tabular Data

Analytics Vidhya

Use neural networks and fastai library to process tabular data efficiently

Data comes in different shapes and sizes

Towards Data Science

Tables — tabular representation of data, is probably the oldest way of storing data. It is also the simplest. We define rows and columns, where a column represents a property and a row represents an…

Data Augmentation for Tabular Data

Analytics Vidhya

The main idea of why and how to use Deep Learning to create data augmentation on tabular data is decribed in my previous blogpost on this topic. Since then quite some time has passed and I decided to…...

How to Generate Tabular Data Using CTGANs

Towards Data Science

The purpose of this article is to fill the gap in the internet for a good explanation of how Conditional Tabular GANs work. Tabular data generation is a growing field of research; the CTGANs paper…

Tabulate

Python in Plain English

The tabulate module is a Python library that allows you to easily create and print tables in a variety of formats. It is especially useful for generating tabular data in a command-line interface or…