Engineering

A dual space approach to creating query and document embeddings for ranking can offer more contextually relevant results than the traditional approach.

Every business creates magic in the lives of their users. Magic means AI. Our mission is to make it easier for anyone to become a mage and master AI.

To train machine learning models, you need to prepare your data ahead of time. We'll show how to complete data preparation in Pandas and Spark using jobs.

Companies of any size working with data run complex jobs on a regular basis. See how Mage went from Airflow to Astronomer Cloud to make scheduling easier.

Image augmentation is a technique for training computer vision models in order to generate artificial training data using random rotations and shifts.

Knowledge distillation is a common way to train compressed models by transferring the knowledge learned from a large model into a smaller model.

Craft your process to maximize your team’s autonomy, collaboration, and adaptability; thus, increasing your team’s effectiveness.