Photo by Guillermo Ferla on Unsplash.

Exploring Space with Gradient Descent Magic


Image by Christina Brinza on Unsplash.

Implementing the K-Means Clustering Algorithm on the Iris Dataset


Photo by Nate Johnston on Unsplash.

How Mineral is Building a Resilient, Sustainable and Robust Food System


Image by Braden Collum on Unsplash.

Analyzing air quality trends through responses from an air quality multi-sensor device located in a city in Italy


Photo by Fabio Fistarol on Unsplash.

The Power of Artificial Intelligence for Ecosystem Preservation

Table of Contents

i. Introduction

  • State of the Amazon Ecosystem
  • The potential of Artificial Intelligence
  • Multi-label Classification
  • VGG-19
  • AlexNet
  • Inceptionv3
  • Transfer Learning
  • Data Visualization / Exploratory Analysis
  • Preprocessing
  • Model
  • Comparison of Model Performance


A reader lives a thousand lives before he dies. The man who never reads lives only one.

Image courtesy of Unsplash.


Where machine meets intelligence; the creation of AI.

Linear Regression

Linear regression is a supervised learning algorithm used to estimate the predictions of values between two continuous variables. The algorithm searches for and defines a linear relationship between the independent (the value we’re trying to predict) and the dependent…


Nature should be the blueprint for human design more often than not.

A humpback whale ascending to the surface.
Photo courtesy of Monterey Bay Aquarium.


When machines collide with the world of art.

Robot CloudPainter at work on a painting. Image courtesy of CloudPainter.


Image courtesy of Gizmodo

Tenzin Migmar

Writer of technology-centric articles.

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