How Deep Neural Networks Work - Full Course for Beginners

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Published 2019-04-16
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: youtube.com/user/BrandonRohrer

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

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All Comments (21)
  • @melina8217
    I just woke up. I am very confused. Why am i here-
  • @jaiplays661
    Let me guess: you just woke up and this video was playing
  • @lysthze3112
    Just woke up, don’t know where I am or how I ended up here
  • @naishiuan1
    dunno why but this video was playing when i woke up in the middle of the night
  • @user-ox6sy2rw6s
    So, I just woke up to this video on my phone but the ironic part is I just learned about this yesterday.
  • Watching this on my way to sleep for all the people who are waking up to this, it might break the cycle. 🙏💪
  • @MrRatchet12661
    Somehow this autoplayed on my phone while I was sleeping.
  • i slept watching a different completely unrelated video and woke up on this what just happened
  • @Corn0nTheCobb
    I came with an interest in neutral networks. I left feeling well rested.
  • @AayushR25
    From sleeping on a Geopolitics video to landing here, I am stunned😅
  • @BennoRob95
    I fell asleep watching a very simple maths video and woke up to this after dreaming that me and my friends were studying its contents. I’ve never done anything to do with this before but I understood it when I was dreaming about it so will probably give it another listen. It reminds me of being in College/University when SWIM was doing a bunch of drugs and accidentally designed a computer brain. Score for drugs 1,264,273,995,267,177, score for sobriety: still zero LOL
  • @Spiratix
    So to be the first, I’d just like to say my journey consisted of falling asleep to a video about why a magnet on the front of a car wouldn’t work, then it went to cursed units of measurement, then it went to professor Dave explains and then I ended up here, all in all I’ve been asleep for about 3 hours and I need more sleep… Anyone else wanna share the journey?
  • @T4RCLINIC
    Just woke to this playing. It was the catalyst to the craziest most vivid dream since childhood...im in my 30's.
  • @DiscipleW
    I woke up and this was playing on the background
  • @neversoart
    Very surprised to see everyone woke up to this video as well. The algorithm strikes again!
  • @jesusmejia1334
    Apparently everyone waking up to this including myself 😂
  • @user-nx3kt5wi3z
    Assuming that everyone has had or currently has a learning capacity you realize that environment plays a huge part.