dummy dataset

Simple ways to create synthetic dataset in Python

Towards Data Science

When developing a code, sometimes we need a dummy dataset. For instance, we want to share code and the underlying data but real-life dataset is confidential so not suitable for sharing. One option is…...

Dummy Classifier Explained: A Visual Guide with Code Examples for Beginners

Towards Data Science

Setting the bar in machine learning with simple baseline models All illustrations in this article were created by author, incorporating licensed design elements from Canva Pro. Have you ever wondered...

How To Use Generative AI and Python to Create Designer Dummy Datasets

Towards Data Science

Until recently, creating dummy datasets was somewhat tedious and arduous, the technical folks among us could generate if with expertly written python code, but coding up all your requirements by hand ...

How to generate dummy data in Python

Towards Data Science

It doesn’t matter if you are a veteran data scientist or simply an aspiring data enthusiast, you would probably be looking for a dataset at some point to jumpstart a data science or machine learning…

Datasets

Machine Learning Glossary

Datasets Public datasets in vision, nlp and more forked from caesar0301’s awesome datasets wiki. Agriculture Art Biology Chemistry/Materials Science Climate/Weather Complex Networks Computer Networks ...

The Good, The Bad, and the Ugly of Pd.Get_Dummies

Towards Data Science

A simple dataset for demonstration Here we have a simple dataset that includes a categorical feature called OS. The OS column lists computer operating systems. We will use this fictional data for purp...

Generating a Synthetic Dataset for Machine Learning and Software Testing

Towards Data Science

Using Python to generate statistically similar dummy datasets for use in code development and testing robustness Continue reading on Towards Data Science

It’s Okay To Not Have Appropriate Data. Just Create It Yourself.

Towards Data Science

Two cool ways to create dummy datasets. Photo by Alice Dietrich on Unsplash Usually, for executing/testing a pipeline, we need to provide it with some dummy data. However, finding a good dataset can ...

Some datasets for teaching data science

Simply Statistics

In this post I describe the dslabs package , which contains some datasets that I use in my data science courses. A much discussed topic in stats education is that computing should play a more prominen...

How to Create a Custom Dataset in R

Towards Data Science

Make your own synthetic dataset to analyze for your portfolio Photo by Scott Graham on Unsplash In your data science journey, you might have come across synthetic datasets, sometimes called toy or du...

How to Generate Dummy Data with Python?

Python in Plain English

A guide on generating dummy data using the Faker library. Continue reading on Python in Plain English

Datasets

Machine Learning from Scratch Book

The examples in this book use several datasets that are available either through scikit-learn or seaboarn . Those datasets are described briefly below. Boston Housing The Boston housing dataset conta...