Implementing the K-Means Clustering Algorithm on the Iris Dataset — If you’re anything like me, you might have spent the past couple of months diving into the realm of neural networks only to submerge from the depths of deep learning and realize you’ve neglected classical machine learning by casting it aside. Although a lot of cutting-edge artificial intelligence research puts…

How Mineral is Building a Resilient, Sustainable and Robust Food System — Humans began cultivation about 10,000 years ago. [1] Colonies to grow food formed and humans transitioned from hunting and gathering to agriculture which forever changed the course of human kind. …

Analyzing air quality trends through responses from an air quality multi-sensor device located in a city in Italy — The human need of air is a constant condition until death. Living beings rely on the respiration process; the intake of oxygen fuels our cells, breaks down the food we eat into energy, kills bacteria, etc. That being said, it goes without saying that the quality of air we breathe…

The Power of Artificial Intelligence for Ecosystem Preservation — Table of Contents i. Introduction State of the Amazon Ecosystem The potential of Artificial Intelligence ii. Understanding the Dataset iii. Computer vision; Conv-net architectures Multi-label Classification VGG-19 AlexNet Inceptionv3 Transfer Learning iv. Amazon Satellite Chip Imagery ML Classification Model Data Visualization / Exploratory Analysis

A reader lives a thousand lives before he dies. The man who never reads lives only one. — I grew up next to a library. It was a second home. There was no greater joy than jay-walking across the busy road after school, throwing caution to the wind, because I was eager to discover what new world awaited me beyond those heavy glass doors. The section of the…

A wide scope — but not exhaustive— guide to algorithms. Algorithms are the agents that propel machine learning forward, and they’re the source of life that powers artificial intelligence — a technology that will transform virtually every aspect our our lives. …

Nature should be the blueprint for human design more often than not. — What if we copied nature in the process of design? Maybe our world would be more efficient, cutting-edge, and cleaner if the origin of our concepts for design were derived from the most ancient designer: nature. But we don’t. Our world is poorly designed because we fail to draw inspiration…

When machines collide with the world of art. — If ancient philosophers caught wind of the artificial intelligence humans would go later create, they’d no doubt wax poetic about the selcouth beauty in the idea of those creations sharing in what we believed to be an ability limited to only humans: art. Art is the fabric of human expression…

Agriculture today is a modernized relic of the practices of the earliest humans. We’ve grown crops and raised livestock since the dawn of time, but is it also possible to grow meat? Lab-grown meat, also known as clean meat, is the product of animal flesh through a process known as…