The AI Concepts Podcast
The AI Concepts Podcast is my attempt to turn the complex world of artificial intelligence into bite-sized, easy-to-digest episodes. Imagine a space where you can pick any AI topic and immediately grasp it, like flipping through an Audio Lexicon - but even better! Using vivid analogies and storytelling, I guide you through intricate ideas, helping you create mental images that stick. Whether you’re a tech enthusiast, business leader, technologist or just curious, my episodes bridge the gap between cutting-edge AI and everyday understanding. Dive in and let your imagination bring these concepts to life!
- Update frequency
- every day
- Average duration
- 7 minutes
- Episodes
- 38
- Years Active
- 2024 - 2025
What Are Ensemble Methods and How They Work ?
In this episode of the AI Concepts Podcast, host Shay delves into the world of ensemble methods, specifically focusing on boosting. Discover how boosting differs from other ensemble techniques like r…
What Is Random Forest and How Does it Work?
Welcome to the latest episode of the AI Concepts Podcast, where we delve into the fascinating world of artificial intelligence. Join our host, Shay, as we unravel the complexities of AI, one concept …
What Is a Decision Tree and How Does It Work?
Welcome to the AI Concepts Podcast! In this episode, Shay delves into the fascinating world of decision trees, a fundamental and uncomplicated tool in machine learning. Discover how decision trees ar…
What is Logistic Regression and How Does It Work?
Welcome to the AI Concepts Podcast, where your host Shay delves into the intricacies of artificial intelligence, one concept at a time. This episode focuses on logistic regression, a supervised learn…
What Is Linear Regression and How Does It Work?
Welcome to the AI Concepts Podcast, where AI is explored one concept at a time. Your host, Shay, simplifies AI concepts using relatable examples and analogies, making them easy to digest and retain. …
Machine Learning Series: The Machine Learning Workflow
Welcome to the AI Concepts Podcast! In this episode, host Shay launches a new series dedicated to machine learning, guiding you through the essential algorithms and concepts that form the backbone of…
AI Essentials Series - Precision, Recall, F1 Score, ROC and AUC
In episode 11 of the AI Concepts Podcast, host Shay takes listeners on a journey beyond traditional accuracy metrics to explore the deeper nuances of AI model evaluation. While accuracy might seem im…
AI Essentials Series - Evaluating AI Models: The Accuracy Trap
Welcome to episode 10 of the AI Concepts Podcast, where host Shea delves into the intricacies of model evaluation metrics, starting with accuracy. In this episode, Shea explains why accuracy, althoug…
AI Essentials Series - How do AI Models Learn?
Welcome to Episode 9 of the AI Concepts Podcast, where we delve into the essential components of machine learning: training data, validation data, and testing data. Join host Shea as she breaks down …
AI Essentials Series - Classification Vs Regression in Machine Learning
Welcome to Episode 8 of the AI Concepts Podcast, where we delve into the fascinating world of machine learning. Join your host, Shea, as we unravel the fundamental techniques of classification and re…
AI Essentials Series - What is Reinforcement Learning?
Welcome to Episode 7 of the AI Concepts Podcast, where we delve into the fascinating world of reinforcement learning. Unlike supervised and unsupervised learning, reinforcement learning takes a uniqu…
AI Essentials Series - What is Unsupervised Learning?
Welcome to episode 6 of the AI Concepts Podcast, where host Shea takes you on an insightful journey into the world of unsupervised learning. Discover how machines identify patterns in data without la…
AI Essentials Series - What is Supervised Learning?
Welcome to Episode 5 of the AI Concepts Podcast, where host Shea takes you on an enlightening journey into the world of supervised learning, a cornerstone of artificial intelligence. In this episode,…
AI Essentials Series - Understanding Data, Algorithms, and Compute
Welcome to Episode 4 of the AI Concepts Podcast! Join host Shea as we delve into the fundamental components that power artificial intelligence: data, algorithms, and computational power. Discover how…
AI Essentials Series - AI vs. Machine Learning vs. Deep Learning: Key Differences Explained
Welcome to episode three of the AI Concepts Podcast! In this episode, host Shea delves into the fascinating world of artificial intelligence, machine learning, and deep learning. Often used interchan…
AI Essentials Series - The Evolution of AI
Welcome to the AI Concepts Podcast, where we delve into artificial intelligence, one concept at a time. In this episode, host Shea takes you on a thrilling journey through the history of AI, starting…
AI Essentials Series - What is AI?
Welcome to the very first episode of the AI Concepts Podcast! Join your host, Shay, as we embark on an exciting journey to explore the fascinating world of Artificial Intelligence. In this episode, w…
Welcome: Who Should Listen to This Podcast
Welcome to the AI Concepts Podcast, your quick guide to understanding the world of Artificial Intelligence. Whether you're curious about algorithms, generative models, or the mechanics behind AI, thi…