Using AI and the Style GAN variant, we were able to train a dataset of ~35,000 Pokemon images, we were able to create a few new suggested Pokemon.

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 the crash. The dataset includes information on each passenger, the cabin they stayed in, their gender, and more.

The introduction of artificial intelligence (AI) and machine learning (ML) (we will explain the difference below) has and will continue to change the world as we know it. Being on the forefront of this change can be exciting as AI/ML development offers limitless possibilities in creativity and innovation. Traditionally, AI has come with a high barrier to entry. However, our goal is to make AI accessible to developers, even those with no prior AI/ML experience. We will explain what AI/ML is used for and how it can impact your life.

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

We believe in a world where every business can create magic in the lives of their users. That’s why our mission is to equip businesses with accessible AI technology so they can deliver transformational customer experiences.

If you want to train machine learning models, you may need to prepare your data ahead of time. Data preparation can include cleaning your data, adding new columns, removing columns, combining columns, grouping rows, sorting rows, etc.

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.

Companies of any size working with large amounts of data use Airflow to run jobs with complex dependencies on a regular schedule. Whether creating a new Airflow project or working off an existing one, using an Airflow managed service can make it easier to get Airflow up and running at scale. Here at Mage, we use Astronomer Cloud.

A startup’s SaaS (software-as-a-service) stack can be a game changer in improving and optimizing day-to-day operations. While every company’s needs are different, there are foundational pieces that are critical for long term success and growth within your company.