How to Choose the Correct Initializer for your Neural Network

Vanishing/Exploding Gradients are two of the main problems we face when building neural networks. Before jumping into trying out fixes, it is important to understand what they mean, why they happen and what problems they cause for our neural networks. In this video, we will learn what it means for gradients to vanish or explode and we will take a quick look at what techniques there are in order to deal with vanishing or exploding gradients.
Previous lesson: • What is Vanishing/Expl...
Next lesson: • How to Choose an Activ...
📙 Here is a lesson notes booklet that summarizes everything you learn in this course in diagrams and visualizations. You can get it here 👉 misraturp.gumroad.com/l/fdl
👩‍💻 You can get access to all the code I develop in this course here: github.com/misraturp/Deep-lea...
❓To get the most out of the course, don't forget to answer the end of module questions:
fishy-dessert-4fc.notion.site...
👉 You can find the answers here:
fishy-dessert-4fc.notion.site...
RESOURCES:
🏃‍♀️ Data Science Kick-starter mini-course: www.misraturp.com/courses/dat...
🐼 Pandas cheat sheet: misraturp.gumroad.com/l/pandascs
📥 Streamlit template (updated in 2023, now for $5): misraturp.gumroad.com/l/stemp
📝 NNs hyperparameters cheat sheet: www.misraturp.com/nn-hyperpar...
📙 Fundamentals of Deep Learning in 25 pages: misraturp.gumroad.com/l/fdl
COURSES:
👩‍💻 Hands-on Data Science: Complete your first portfolio project: www.misraturp.com/hods
🌎 Website - misraturp.com/
🐥 Twitter - / misraturp

[@bbwy-gk6ky]

讲得真好！刚开始接触深度学习，感谢

[@alreadyghosts7727]

How are there still only less than a thousand views? This series is like one of the greatest things on UA-cam.

[@misraturp]

Feel free to share with your friends! :)

[@nahuelpiguillem2949]

you are a genius bro

[@bay-bicerdover]

Belirttiginiz Glorot değişinti formülü Keras'a ait degil ama önemsiz bir ayrinti

[@ayyoubm]

❤