Mage Blog

Harnessing the power of AI can be magical and impactful. Before mastering this ability, one must understand the basic foundation of AI. We’ll go over basic math concepts, common prediction types, and popular algorithms.

In this tutorial, we’ll use the Titanic dataset to predict which passengers survived by using information on each passenger, location, gender, and more.

Artificial intelligence (AI) and machine learning (ML) has changed the world as we know it. AI has come with a high barrier to entry so here's a guide.

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.

Your tech stack will evolve over time. We are sharing our tech stack at Mage to help other companies get started and to get feedback from the community.

The right startup’s SaaS (software-as-a-service) stack can improve and optimize day-to-day operations, critical for success and growth within your company.

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.