Category: AI

  • Autoencoders – Part 2

    Autoencoders – Part 2

    This is part two of a two part series on autoencoders. In part one, we talked about how autoencoders work, and trained one ourselves. Now we will use this autoencoder to showcase a few common use cases for this architecture. Let’s jump right in. Identifying Outliers Let’s say your airplane dataset might have a few…

    Read article →

  • After All It’s Just Data Right… Or Is It?

    After All It’s Just Data Right… Or Is It?

    The integration of Artificial Intelligence (AI) into various sectors has dramatically transformed how we live, work, and interact. Nowhere is this transformation more true and perhaps more profound than the work place. However, as much as AI offers unparalleled opportunities for innovation and efficiency, it also presents significant challenges to data privacy and data protection…

    Read article →

  • The Beginning of an Unprecedented Chapter

    The Beginning of an Unprecedented Chapter

    Just when I was pondering the twilight of my career, contemplating retirement, a revolutionary blend of technologies beckoned me to rethink everything. The advent of Apple’s Vision Pro, coupled with the breakthroughs in spatial computing, Large Language Models (LLMs), artificial intelligence, drones, photogrammetry, and the art of functional programming, has reignited my passion with an…

    Read article →

  • How to use LLMs effectively

    How to use LLMs effectively

    Large language models have exploded in popularity. Over the past year and a half, the capabilities and use cases for large language models have become strategic imperatives for organizations of all types. With such powerful models at your disposal, it’s no surprise that integrating one into your workflow has been shown to lead to substantial…

    Read article →

  • Autoencoders – Part 1

    Autoencoders – Part 1

    In modern machine learning, autoencoders, encoders, and decoders appear everywhere. They are critical components in the most high performing industry models across all modalities. In this article we will explore this architecture, building up an intuition for what it does, what makes it useful, and how to use it yourself. The Basics This is an…

    Read article →