What Are the Benefits of Geospatial Predictive Analysis
In today’s data-driven world, businesses and organizations are constantly seeking innovative ways to harness the power of data to make informed decisions. One such method that has gained prominence in recent years is geospatial predictive analysis. By combining the capabilities...
The Ultimate Guide to Geospatial Data Science
In today’s data-driven world, geospatial data science has emerged as a pivotal field with applications spanning industries like agriculture, urban planning, environmental science, and beyond. The market is projected to reach USD 845.7 billion in value by 2029 at a CAGR of...
Predicting Crime With AI: Navigating Ethical Issues
In June 2022, a cross-discipline team of researchers at the University of Chicago created an AI model that could predict the location and rate of crime in the city with 90% accuracy. The team utilized citywide crime open data between...
How AI Precision Agriculture Solutions Enhance Revenue Generation.
Like every other industry, artificial intelligence (AI) has also made its way into agriculture, where its market is expected to be worth $4.7 billion by 2028. Of the major agriculture fields – indoor farming, field farming, and livestock – field farming...
How to Source Data For Computer Vision Projects
Data is one of the most valuable resources on the planet today. The World Economic Forum estimated that his seemingly intangible resource was worth some $3 trillion in 2017. The machine learning market specifically is expected to grow from $22.17 billion...
The AI Sentience Debate
In Western academia, sentience was robustly defined in the 17th century, when philosophers separated the capacity to reason from the capacity to feel. The definition of sentience focuses on feelings and sensations rather than wisdom, knowledge, emotion, or reason. However,...
What is Data Classification in Machine Learning?
Data classification is a fundamental concept in machine learning without which most ML models simply couldn’t function. Many real-world applications of AI have data classification at the core – from credit score analysis to medical diagnosis. So how does it...
A Guide to Overfitting and Underfitting in Machine Learning
Yes, machine learning is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed. However, accurate predictions and correct decisions are based on the ML model understanding patterns and being able...
A CCO’s Perspective: A Chat About the Status of AI Right Now and AI in the Future
Hello Sam, it’s a pleasure to have you here. Could you tell us a bit about what Aya Data does, your position within the company, and what your regular week looks like? Aya Data specializes in crafting scalable AI solutions...
The Future of Geospatial AI: Will NASA’s Involvement Affect the Implementation for Businesses?
Hello Freddie. Could you introduce yourself and what you do at Aya Data and what you specialize in? I founded Aya with our COO, Ama, in order to create an ethical data collection and annotation service – which we saw...