Broadcasting Explained - Tensors for Deep Learning and Neural Networks

Описание: Tensors are the data structures of deep learning, and broadcasting is one of the most important operations that streamlines neural network programming operations.

Over the last couple of videos, we've immersed ourselves in tensors, and hopefully now, we have a good understanding of how to work with, transform, and operate on them. If you recall, a couple videos back, I mentioned the term “broadcasting” and said that we would later make use of it to vastly simplify our VGG16 preprocessing code.

That's exactly what we'll be doing in this video!

Observable notebook:
  / 20051386  

🕒🦎 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
10:50 Collective Intelligence and the DEEPLIZARD HIVEMIND

💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥

👋 Hey, we're Chris and Mandy, the creators of deeplizard!

👉 Check out the website for more learning material:
🔗 https://deeplizard.com

💻 ENROLL TO GET DOWNLOAD ACCESS TO CODE FILES
🔗 https://deeplizard.com/resources

🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind

🧠 Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order
👉 Use your receipt from Neurohacker to get a discount on deeplizard courses
🔗 https://neurohacker.com/shop?rfsn=648...

👀 CHECK OUT OUR VLOG:
🔗    / deeplizardvlog  

❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Mano Prime
Ling Li

🚀 Boost collective intelligence by sharing this video on social media!

👀 Follow deeplizard:
Our vlog:    / deeplizardvlog  
Facebook:   / deeplizard  
Instagram:   / deeplizard  
Twitter:   / deeplizard  
Patreon:   / deeplizard  
YouTube:    / deeplizard  

🎓 Deep Learning with deeplizard:
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/txtcpai...
Reinforcement Learning - https://deeplizard.com/course/rlcpailzrd
Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd

🎓 Other Courses:
DL Fundamentals Classic - https://deeplizard.com/learn/video/gZ...
Deep Learning Deployment - https://deeplizard.com/learn/video/SI...
Data Science - https://deeplizard.com/learn/video/d1...
Trading - https://deeplizard.com/learn/video/Zp...

🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard

🎵 deeplizard uses music by Kevin MacLeod
🔗    / @incompetech_kmac  

❤️ Please use the knowledge gained from deeplizard content for good, not evil.