How Deep Neural Networks Work - Full Course for Beginners

Channel:
United States freeCodeCamp.org
Subscribers:
10,700,000
Published on ● Video Link: https://www.youtube.com/watch?v=dPWYUELwIdM


Duration: 3:50:56
1,671,264 views
17,180

Even if you are completely new to neural networks, this course will get you comfortable with the concepts and math behind them.

Neural networks are at the core of what we are calling Artificial Intelligence today. They can seem impenetrable, even mystical, if you are trying to understand them for the first time, but they don't have to.

⭐️ Contents ⭐️
⌨️ (0:00:00) How neural networks work
⌨️ (0:24:13) What neural networks can learn and how they learn it
⌨️ (0:51:37) How convolutional neural networks (CNNs) work
⌨️ (1:16:55) How recurrent neural networks (RNNs) and long-short-term memory (LSTM) work
⌨️ (1:42:49) Deep learning demystified
⌨️ (2:03:33) Getting closer to human intelligence through robotics
⌨️ (2:49:18) How CNNs work, in depth

🎥 Lectures by Brandon Rohrer. Check out his YouTube channel: https://www.youtube.com/user/BrandonRohrer

🔗 Find more courses from Brandon at https://end-to-end-machine-learning.teachable.com/

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Tags:
machine learning
deep learning
neural networks
artificial intelligence
logistic regression
probability
math
computer science
statistics
deep learning course
deep learning tutorial
neural networks for beginners
deep neural network
convolutional neural networks
recurrent neural networks
long-short-term memory
ai