Hi friends! Today, let’s explore how core Python data structures form the bedrock of AI and machine learning workflows. While we’ll cover the usual suspects—lists, tuples, dictionaries, and sets—we’ll also discuss how these constructs streamline data preprocessing, feature engineering, and model input pipelines. Whether you’re orchestrating a deep learning model or just tinkering with a … Read more
In today’s fast-paced world, the conversation around Artificial Intelligence (AI) is evolving, focusing not only on automation but also on the concept of collaborative intelligence. This new paradigm marks a shift from AI simply executing tasks to AI working alongside humans, enhancing our ability to make decisions, innovate, and navigate complex challenges. What is … Read more
Data has transformed the world of computing, evolving from simple data processing to complex artificial intelligence (AI) and machine learning systems. This journey has been marked by significant milestones, each bringing new capabilities, challenges, and opportunities. Let’s explore how data and its processing evolved from the 1950s to the present, shaping the landscape we see … Read more
In the fast-paced evolution of artificial intelligence (AI), transparency and trust are critical. Machine learning models often act as “black boxes,” making decisions without clearly explaining why. SHAP (SHapley Additive exPlanations) addresses this issue by providing explanations based on game theory, attributing specific feature contributions to individual predictions. This article walks through a hands-on example … Read more
Recently, I had the pleasure of joining Old Town Radio for an insightful interview on Artificial Intelligence (AI) as part of their Town People series. This conversation, conducted in Greek, covered a broad spectrum of topics, from the history and types of AI to its impact on society and the ethical questions it raises. Here’s … Read more
In the rapidly evolving field of artificial intelligence, neural networks have become a cornerstone for developing intelligent systems. To facilitate learning and experimentation with these models, I’ve developed a simple neural network using Keras, TensorFlow, Python, and Microsoft SQL Server. This project, featured in the GnoelixiAI Hub newsletter, demonstrates how to train a model on … Read more
Machine Learning (ML) has emerged as a key player in modern technology, allowing computers to learn from data and make intelligent decisions without specific programming for each task. Whether it’s helping predict diseases, enabling self-driving cars, or personalizing our online experience, ML has quickly become an essential part of our lives. Let’s break down how … Read more
Artificial Intelligence (AI) has transitioned from a niche academic topic to a transformative force in technology, impacting nearly every aspect of daily life. Let’s explore AI’s core principles, different types, and real-world applications, shedding light on how it’s reshaping our future. What is Artificial Intelligence (AI)? At its core, Artificial Intelligence refers to systems … Read more