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
Deep Learning Series: Autoencoders
Welcome to the final episode of our Deep Learning series on the AI Concepts Podcast. In this episode, host Shay takes you on a journey through the world of autoencoders, a foundational AI model. Unli…
Deep Learning Series: Transformers
Welcome to the AI Concepts Podcast, where we explore AI, one concept at a time. In this episode, host Shay delves into the transformative world of transformers in AI, focusing on how they have revolu…
Deep Learning Series: Attention Mechanism
In this episode of the AI Concepts Podcast, host Shay delves into the transformation of deep learning architectures, highlighting the limitations of RNNs, LSTM, and GRU models when handling sequence …
Deep Learning Series: Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU)
Welcome to another episode of the AI Concepts Podcast, where we simplify complex AI topics into digestible explanations. This episode continues our Deep Learning series, diving into the limitations o…
Deep Learning Series: Recurrent Neural Network
Welcome to the AI Concepts Podcast! In this episode, we dive into the fascinating world of Recurrent Neural Networks (RNNs) and how they revolutionize the processing of sequential data. Unlike models…
Deep Learning Series: Convolutional Neural Network
Welcome to the AI Concepts Podcast! In this deep dive into Convolutional Neural Networks (CNNs), we unravel their unique ability to process and interpret image data by focusing on local patterns and …
Deep Learning Series: What is Batch Normalization?
In this episode of the AI Concepts Podcast, host Shay delves into the complexities of deep learning, focusing on the challenges of training deep neural networks. She explains how issues like internal…
Deep Learning Series: Advanced Optimizers Part II - RMSprop and ADAM
In this enlightening episode of the AI Concepts Podcast, join host Shay as we dive deep into the world of deep learning optimizers. Discover how RMSPROP and ADAM revolutionize the training process by…
Deep Learning Series: Advanced Optimizers - SGD and SGDM
Welcome to the AI Concepts Podcast, where host Shay unravels the intricate world of AI through relatable examples and easy-to-understand analogies. In this episode, we continue our dive into deep lea…
Deep Learning Series: What is Gradient Descent?
In this episode of the AI Concepts Podcast, we dive into the fascinating world of gradient descent. Building on the foundation laid in our discussion of backpropagation, we explore how gradient desce…
Deep Learning Series: What is Backpropagation?
Welcome to the latest episode of the AI Concepts Podcast, hosted by Shay, where we continue our exploration of deep learning. In this installment, we delve into the mechanics of backpropagation, the …
Deep Learning Series: What is a Feedforward Neural Network?
Welcome to this episode of the AI Concepts Podcast. Join host Shay as we delve into the fundamental architecture behind modern deep learning - the feedforward neural network. In this session, we take…
Deep Learning Series: What is a Neural Network?
Welcome to this episode of the AI Concepts Podcast's Deep Learning series, where we delve into the fascinating world of neural networks. Neural networks are the backbone of deep learning, modeled loo…
Deep Learning Series : What is Deep Learning?
Welcome to the AI Concepts Podcast, your go-to podcast for exploring AI concepts with clarity and simplicity. Join your host, Shay, as we embark on a series to demystify Deep Learning, the transforma…
Markov Decision Processes (MDPs): The Framework Behind Smart Decision-Making in AI
Welcome to the AI Concepts Podcast, where host Shea simplifies complex AI ideas. In this episode, we delve into Markov Decision Processes (MDPs), a pivotal concept in AI, particularly in reinforcemen…
Gradient Descent Explained: How ML Models Learn to Optimize
In this episode of the AI Concepts Podcast, host Shea breaks down the concept of gradient descent, a crucial mechanism in machine learning that helps models learn and improve by reducing errors. Usin…
Principal Component Analysis: What It Is and How It Works
Welcome to another informative episode of the AI Concepts Podcast, hosted by Shea. Today, we delve into the intricate world of Principal Component Analysis (PCA), a powerful tool in data analytics th…
What is K-Nearest Neighbors and How Does It Work?
Welcome to the AI Concepts Podcast, where we uncover AI mysteries one piece at a time. In this episode, join your host Shea as we dive into the world of K-Nearest Neighbors (KNN), a straightforward y…
What Is K-Means Clustering and How Does It Work?
Welcome to the AI Concepts Podcast, where we unravel the complexities of AI, one concept at a time. In this episode, we delve into the world of unsupervised learning, focusing on the intriguing conce…
What Is Support Vector Machine and How Does It Work?
Welcome to the AI Concepts Podcast, hosted by Shay, where we demystify complex AI topics, one concept at a time. In this episode, we delve into Support Vector Machines (SVMs) and explore their crucia…