Hot Dog or Not Hot Dog – Convolutional Neural Network Course for Beginners

Learn about Convolutional Neural Networks in this full course for beginners. These are a class of deep learning neural networks that are particularly effective for classifying images. CNNs are also used for other applications such as natural language processing and time series forecasting, but they are most commonly associated with image processing.

✏️ Course developed by @KylieYYing

⭐️ Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:07:05) Supervised Learning
⌨️ (0:16:54) Training a Model
⌨️ (0:25:58) Neural Nets
⌨️ (0:36:41) Convolutional Neural Nets
⌨️ (0:38:56) Coding Example - Getting Data
⌨️ (1:06:08) Coding Example - Neural Net Implementation
⌨️ (1:14:31) Coding Example - Improvements

🏗 Google provided a grant that made this course possible.

Correction:
42:52 Sorry – The code didn't show up right here. Feel free to listen or skip forward to 52:44 where the code shows up again.

🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan

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[bchdev]

Jin Yang's legacy lives on... can't wait to deploy my Not-Hotdog app

[lykhoul]

For those who wonder how to get the missing code at 49:19 just click on the colab link in the description

[funlkn]

you seriously should make a full course about computer vision your teaching is pure gold, it is a steal for making this for free

[bobgunawan]

Kylie Ying is one of my favorite lecturers. Her speech and explanation are nice to hear.

[vivaneret]

Kylie Ying is a genius! I'm just watching her videos to learn python. She teaches very well.

[intotheshred]

There's a section of the video where her screen is not shown. Just blank! 49:52

[pradeepjungkarki]

what a perfect way of teaching thanks kylie Ying

[lifeisbeautifu]

Thank you! Best explanation of cnn's i have heard so far.

[pratronald]

I love the fact that she shared the slides.

[MrLostYT]

one of the best episodes of Silicon Valley <3 this is sweet!

[bahabaha]

Learning more in 1:30 hour more than in entier university course. Grat thank you

[habibi]

Now this is how everyone should teach programming! Now I want a hot dog!

[CleyltonFerreira]

Como pode existir um conteúdo de tanta qualidade grátis no YouTube?

[emc]

You guys are great, thanks so much for this content!

[ahmed.bhewary]

wonderful course, I hope there is a plan to make videos about robotics and machine learning and deep learning

[fabianaltendorfer]

wow now i know how much I still have to learn!

[Electronickit]

Hmmm - Lots of good stuff here, but about minute 48, the screen goes black. My guess is whatever was being displayed was blanked out due to the application's author complaining to YouTube. My suggestion is to redo the segment and repost it if it's an important enough.

[theencryptedpartition]

Every single Gilfoyle in this Earth right now: lol

[therealjerbaby]

Screen capture is not working starting @49:25 and doesn't work for 3 minutes.

[RaghavanMuthuraman]

you the best, if i have to compare this video, i will compare with Andrew Karparthy.