Backpropagation explained | Part 1 - The intuition
Let's discuss backpropagation and what its role is in the training process of a neural network. We’re going to start out by first going over a quick recap of some of the points about Stochastic Gradient Descent that we learned in previous videos. Then, we’re going to talk about where backpropagation comes into the picture, and we’ll then spend the majority of our time discussing the intuition behind what backpropagation is actually doing.
We’re going to be building on concepts that we covered in a couple of previous videos. These two videos covered what it means to train an artificial neural network, and how a network learns. So if you haven’t seen those yet, go ahead and check them out now, and then come back to this video once you finish up there:
https://youtu.be/sZAlS3_dnk0
https://youtu.be/_N5kpSMDf4o
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Видео Backpropagation explained | Part 1 - The intuition канала deeplizard
We’re going to be building on concepts that we covered in a couple of previous videos. These two videos covered what it means to train an artificial neural network, and how a network learns. So if you haven’t seen those yet, go ahead and check them out now, and then come back to this video once you finish up there:
https://youtu.be/sZAlS3_dnk0
https://youtu.be/_N5kpSMDf4o
🕒🦎 VIDEO SECTIONS 🦎🕒
00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:30 Help deeplizard add video timestamps - See example in the description
10:26 Collective Intelligence and the DEEPLIZARD HIVEMIND
💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥
👋 Hey, we're Chris and Mandy, the creators of deeplizard!
👀 CHECK OUT OUR VLOG:
🔗 https://youtube.com/deeplizardvlog
👉 Check out the blog post and other resources for this video:
🔗 https://deeplizard.com/learn/video/XE3krf3CQls
💻 DOWNLOAD ACCESS TO CODE FILES
🤖 Available for members of the deeplizard hivemind:
🔗 https://deeplizard.com/resources
🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind
🤜 Support collective intelligence, create a quiz question for this video:
🔗 https://deeplizard.com/create-quiz-question
🚀 Boost collective intelligence by sharing this video on social media!
❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Prash
Guy Payeur
👀 Follow deeplizard:
Our vlog: https://youtube.com/deeplizardvlog
Facebook: https://facebook.com/deeplizard
Instagram: https://instagram.com/deeplizard
Twitter: https://twitter.com/deeplizard
Patreon: https://patreon.com/deeplizard
YouTube: https://youtube.com/deeplizard
🎓 Deep Learning with deeplizard:
Fundamental Concepts - https://deeplizard.com/learn/video/gZmobeGL0Yg
Beginner Code - https://deeplizard.com/learn/video/RznKVRTFkBY
Intermediate Code - https://deeplizard.com/learn/video/v5cngxo4mIg
Advanced Deep RL - https://deeplizard.com/learn/video/nyjbcRQ-uQ8
🎓 Other Courses:
Data Science - https://deeplizard.com/learn/video/d11chG7Z-xk
Trading - https://deeplizard.com/learn/video/ZpfCK_uHL9Y
🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard
📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard’s link:
🔗 https://amzn.to/2yoqWRn
🎵 deeplizard uses music by Kevin MacLeod
🔗 https://youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ
🔗 http://incompetech.com/
❤️ Please use the knowledge gained from deeplizard content for good, not evil.
Видео Backpropagation explained | Part 1 - The intuition канала deeplizard
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