Episode 5 - Deep Learning, History, Architectures and Applications

Download and listen anywhere
Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening.
Episode 5 - Deep Learning, History, Architectures and Applications
This is an automatically generated transcript. Please note that complete accuracy is not guaranteed.
Description
In this episode, we embark on an exciting journey into the heart of deep learning, a subfield of machine learning that has revolutionized artificial intelligence. We'll trace the historical roots...
show moreWe'll delve into the intricate architectures of neural networks, the building blocks of deep learning systems. From simple perceptrons to complex convolutional and recurrent neural networks, we'll explore how these structures enable machines to learn complex patterns from vast amounts of data. We'll also discuss the various types of deep learning, including supervised, unsupervised, and reinforcement learning.But deep learning isn't just about the technology; it's about its impact on the world around us. We'll explore a wide range of applications, from image and speech recognition to natural language processing and drug discovery.
We'll discuss the challenges and limitations of deep learning, as well as the ethical considerations that must be addressed as we develop and deploy these powerful systems.Join us as we unravel the mysteries of deep learning and discover how this transformative technology is shaping our future.
Information
Author | Draco |
Organization | Ivan C. Arias |
Website | - |
Tags |
Copyright 2024 - Spreaker Inc. an iHeartMedia Company
Comments