Loading...

Deep Learning Fundamentals - Premium Edition

Deep Learning Course 2 of 6 - Level: Beginner

Underfitting Explained - Artificial Neural Networks

video

lock
Lesson thumbnail for Underfitting Explained - Artificial Neural Networks

text

lock

Underfitting Explained - Artificial Neural Networks

In this lesson, we'll discuss what it means when a model is said to be underfitting, and we'll also cover some techniques we can use to try to reduce the problem of underfitting when it occurs.

In a previous lesson, we introduced overfitting as an issue that occurs when a trained model fails to generalize on data outside of the training set. Overfitting can generally be identified by comparing the training metrics to validation metrics.

quiz

lock

resources

lock
In this lesson, we'll discuss what it means when a model is said to be underfitting, and we'll also cover some techniques we can use to try to reduce the problem of underfitting when it occurs. πŸ•’πŸ¦Ž VIDEO SECTIONS πŸ¦ŽπŸ•’ 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:15 What is Underfitting 01:15 Underfitting vs. Overfitting 02:52 Reduce Underfitting by Increasing Model Complexity 04:42 Reduce Underfitting by Adding More Input Features 06:15 Reduce Underfitting by Reducing Regularization 07:22 Collective Intelligence and the DEEPLIZARD HIVEMIND πŸ’₯🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎πŸ’₯ πŸ‘‹ Hey, we're Chris and Mandy, the creators of deeplizard! πŸ‘€ CHECK OUT OUR VLOG: πŸ”— https://youtube.com/deeplizardvlog πŸ’» DOWNLOAD ACCESS TO CODE FILES πŸ€– Available for members of the deeplizard hivemind: πŸ”— https://deeplizard.com/resources ❀️🦎 Special thanks to the following polymaths of the deeplizard hivemind: Tammy BufferUnderrun Mano Prime πŸ‘€ 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 πŸŽ“ 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/learn/video/RznKVRTFkBY Learn PyTorch - https://deeplizard.com/learn/video/v5cngxo4mIg Reinforcement Learning - https://deeplizard.com/learn/video/nyjbcRQ-uQ8 Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd πŸŽ“ Other Courses: Data Science - https://deeplizard.com/learn/video/d11chG7Z-xk Trading - https://deeplizard.com/learn/video/ZpfCK_uHL9Y πŸ›’ Check out products deeplizard recommends on Amazon: πŸ”— https://amazon.com/shop/deeplizard πŸ“• Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard's link: πŸ”— https://amzn.to/2yoqWRn 🎡 deeplizard uses music by Kevin MacLeod πŸ”— https://youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ πŸ”— http://incompetech.com/ ❀️ Please use the knowledge gained from deeplizard content for good, not evil.

updates

lock
deeplizard logo 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.