Backpropagation Intuition - Neural Network Training Explained

video

lock

Lesson thumbnail for Backpropagation Intuition - Neural Network Training Explained

text

lock

Backpropagation Intuition - Neural Network Training Explained

Through our various discussions and examples up to this point, we should now be very familiar with how a neural network is trained via a gradient descent based optimizer to minimize the network loss by optimizing the values of the network weights.

As a brief review, we have this summary of the training process.

quiz

lock

resources

lock

In this lesson, we'll learn about the role of backpropagation in the neural network training process and focus ont he intuition behind this algorithm. Check out the mathematics of backprop mini-series to gain an understanding of the math of this algorithm. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:13 Where Backpropagation Fits Into Neural Network Training 01:48 Backpropagation Intuition 08:05 Backpropagation Uses The Chain Rule 09:46 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 OUR FITNESS CHANNEL: 🔗 https://www.youtube.com/channel/UCdCxHNCexDrAx78VfAuyKiA 🧠 Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order: 🔗 https://neurohacker.com/shop?rfsn=6488344.d171c6 ❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind: Mano Prime 👀 Follow deeplizard: Our vlog: https://youtube.com/deeplizardvlog Fitness: https://www.youtube.com/channel/UCdCxHNCexDrAx78VfAuyKiA 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: AI Art for Beginners - https://deeplizard.com/course/sdcpailzrd Deep Learning Dictionary - https://deeplizard.com/course/ddcpailzrd Deep Learning Fundamentals - https://deeplizard.com/course/dlcpailzrd Learn TensorFlow - https://deeplizard.com/course/tfcpailzrd Learn PyTorch - https://deeplizard.com/course/ptcpailzrd Natural Language Processing - https://deeplizard.com/course/txtcpailzrd Reinforcement Learning - https://deeplizard.com/course/rlcpailzrd Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd Stable Diffusion Masterclass - https://deeplizard.com/course/dicpailzrd 🎓 Other Courses: DL Fundamentals Classic - https://deeplizard.com/learn/video/gZmobeGL0Yg Deep Learning Deployment - https://deeplizard.com/learn/video/SI1hVGvbbZ4 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 ❤️ Please use the knowledge gained from deeplizard content for good, not evil.

updates

lock

DEEPLIZARD Message notifications

Update history for this page

Did you know you that deeplizard content is regularly updated and maintained?

Updated
Maintained

Spot something that needs to be updated? Don't hesitate to let us know. We'll fix it!

All relevant updates for the content on this page are listed below.

Deep Learning Fundamentals - Premium Edition

Backpropagation Intuition - Neural Network Training Explained

Backpropagation Intuition - Neural Network Training Explained

Update history for this page