In this one minute challenge, I aim to clear
the confusion and explain the difference between two buzzwords in AI development you might
already heard of; machine learning and deep learning. Game on. Machine and deep learning algorithms are both
methods for reaching artificial intelligence. The larger category, machine learning, is
an algorithm that learns from training data, and then applies what it learned to make better
decisions at performing one specific task. It’s how Netflix learns about your taste
in movies and how Facebook targets you with tailor-made ads. Deep learning as a subset of machine learning,
is better suited for addressing more complex tasks. Similarly to our brains, it is a neural network
that is hard to understand, however, it is able to draw conclusions from data, not even
its creators thought of. Google’s AlphaGo created a deep learning
model that learned how to play the board game Go, at a level never seen before, all without
being told what moves it should make. It learned it all by itself in hours and defeated
multiple world-class players without any interference from humans. It’s a scientific marvel and the basis of
true artificial intelligence of the future. To sum it up, machine learning helps physicians
spot medical issues on radiology images, while deep learning might assist doctors of the
future in predicting your upcoming health issues.

2 thoughts on “One Minute Challenge: Machine Learning Vs Deep Learning – The Medical Futurist”

  1. You explained it very clear, I just discovered your channel, you gained a subscriber, keep up the good content!

  2. Thank you for sharing! I do believe that with the advancement of AI, it will basically allow us, as humans, to learn and discover aspects of ourselves that we may not have previously had with just normal human interaction.

    Basically, AI will serve as a platform for humans to sort of talk to a version of their higher self, thus enabling us to go within ourselves and discover our true potential!

    I look forward to the release of each of your videos! Such positivity displayed in terms of AI and the advancement of the Medical Industry ๐Ÿ™๐Ÿ˜Šโค๏ธ๐ŸŒฟ

Leave a Reply

Your email address will not be published. Required fields are marked *