ChatGPT Prompt to get Datasets for Machine Learning - Data Analytics
Accessing high-quality datasets is crucial for any machine learning project, as it determines the accuracy and effectiveness of the resulting model. Therefore, having a systematic approach to identify and select the right dataset for our machine learning project is essential for data scientists.
With the following ChatGPT template prompt, you can gather a wide variety of datasets for different types of machine learning tasks, including supervised learning, unsupervised learning, reinforcement learning, and more.
Creating Machine Learning Datasets with ChatGPT Prompt
Be my machine learning data expert. Create a list of datasets that can be used to train {topic} models. Ensure that the datasets are available in CSV format. The objective is to use this dataset to learn about {topic} models and related nuances such as training the models. Create the list in tabular form with the following columns: Dataset name, Dataset URL, Dataset Description.
In the above template, simply replace {topic} with the keywords related to machine learning for which you want to gather datasets.
Examples of ChatGPT Prompt Applied
Let's use the above template for gathering datasets for training logistic regression models for learning purposes. Let's replace {topic} with logistic regression.
Be my machine learning data expert. Create a list of datasets that can be used to train logistic regression models. Ensure that the datasets are available in CSV format. The objective is to use this dataset to learn about logistic regression models and related nuances, such as training the models. Create the list in tabular form with the following columns: Dataset name, Dataset URL, Dataset Description.
Here is how the output would look like:
- Dataset name: Pima Indians Diabetes
- Dataset URL: https://www.kaggle.com/uciml/pima-indians-diabetes-database
- Dataset Description: This dataset contains data on female patients over the age of 21 of Pima Indian heritage and whether they have been diagnosed with diabetes or not.
- Dataset name: Titanic Dataset
- Dataset URL: https://www.kaggle.com/c/titanic
- Dataset Description: This dataset contains data on the passengers onboard the Titanic and whether they survived or not.
Now, let's use the above template for gathering datasets for training linear regression models, replacing {topic} with linear regression.
Be my machine learning data expert. Create a list of datasets that can be used to train linear regression models. Ensure that the datasets are available in CSV format. The objective is to use this dataset to learn about linear regression models and related nuances, such as training the models. Create the list in tabular form with the following columns: Dataset name, Dataset URL, Dataset Description.
The ChatGPT Prompt for gathering machine learning datasets can be an invaluable tool for anyone looking to improve their machine learning skills. The tabular format of the list provided also makes it simple to compare and contrast different datasets, making it easier to find the right one for your specific project needs. Whether you are an experienced machine learning professional or just getting started, the ChatGPT Prompt for gathering machine learning datasets can prove to be a valuable resource that can help take your skills to the next level.
