The tips.parquet file is a doctored version of data publicly available from Kaggle. The dataset contains information about the tips collected at a fictitious restaurant over several days. Be sure to download it and place it in your project folder before getting started....
Essentially, you’ll need to master SQL for querying and manipulating databases, but you’ll then need to choose between R and Python for your next programming language. You can find a comparison of Python vs R for data analysis in a separate post. You can also learn to become a data ...
(ostensibly) no genuine, reliable, or trustworthy news sources represented in this dataset (so far), so don't trust anything you read.", "checksum": "5e64e942df13219465927f92dcefd5fe", "file_name": "fake-news.gz", "read_more": [ "https://www.kaggle.com/mrisdal/fake-news" ], ...
Kick-start your project with my new book XGBoost With Python, including step-by-step tutorials and the Python source code files for all examples. Let’s get started. Update Mar/2018: Added alternate link to download the dataset as the original appears to have been taken down. How to Visual...
The dataset we’re working with is Credit Card Fraud available on Kaggle. It is quite a widely recognized credit card fraud detection dataset, containing anonymized transactional data. It provides a solid foundation for training our machine learning model to detect fraudulent transactions. Exploring Ou...
The examples throughout this article use the Uber Fares Dataset available on Kaggle.com. Download the CSV to follow along. It has nine columns and 200k rows. These are the fields we will use: key — a unique identifier for each trip fare_amount — the cost of each trip in usd...
Whether you’re a beginner, an experienced developer, or an algo trader looking to get a hand up on the competition, this tutorial will give you a solid foundation for using the OpenAI API in your Python projects. Don’t waste any more time struggling with outdated or confusing resources –...
Create a Python environment that includes common data science packages. We like to use themambapackage manager and theconda-forgechannel. Clone this repository. Download the PUDL dataset from Kaggle(it's ~20GB!) and unzip it somewhere conveniently accessible from the notebooks in the cloned repo...
It’s time to discuss the most important ingredient of the recipe: OpenAI’s CLIP model. Integrating OpenAI CLIP OpenAI’s CLIP model is open-source, eliminating the need for preliminary setup steps. However, most resources are in Python rather than JavaScript. The Xenova npm library, Transform...
A snippet of the data fromKaggle’s chess dataset. Image byauthor. As we will want to use a ‘winner’ field for our dependent (target) variable, let’s check the distribution of it: Chess match data winner distribution. Image byauthor. ...