How to address Overfitting in Neural Network using Dropout Layer | What is Dropout Layer in CNN?
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This video explains how to address the overfitting problem in Neural Networks like Convolution Neural Network(CNN) using Dropout Layer.
There are various other layers such as Convolution, ReLU, Pooling, Flattening etc. but this layer is important from regularization perspective i.e. making any Neural Network generalized.
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*******Other AI, ML, Deep Learning, Augmented Reality related Video Series*****
Deploy Machine Learning Models as Web App using Flask & Docker on Azure Cloud - http://bit.ly/2Lgnd0g
Machine Learning Data Pre-processing & Data Wrangling using Python - http://bit.ly/2K6psly
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Machine Learning Projects in HINDI - http://bit.ly/2OSX7l5
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DISCLAIMER: This video and description may contain affiliate links, which means that if you click on one of the product links, I’ll receive a small commission.
#DeepLearning #DropoutLayer #ConvolutionNeuralNetwork
There are various other layers such as Convolution, ReLU, Pooling, Flattening etc. but this layer is important from regularization perspective i.e. making any Neural Network generalized.
------------------------------------------------------------------------------------------------------------
SUPPORT ME on Patreon: https://www.patreon.com/theaiuniversity
------------------------------------------------------------------------------------------------------------
******Links of Kindle & Machine Learning, Deep Learning & AI Books******
1. Kindle 6" Display, 4GB, Wifi - https://amzn.to/2QJPqi7
2. Introduction to Machine Learning with Python - https://amzn.to/37UOmxM
3. Machine Learning: The Absolute Beginner’s Guide to Learn and Understand Machine Learning From Beginners, Intermediate, Advanced, To Expert Concepts - https://amzn.to/39YUVkI
4. Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2 - https://amzn.to/35Nj5LI
5. Hands-On Machine Learning with Scikit-Learn and TensorFlow - https://amzn.to/2NhqAE6
6. Pattern Recognition and Machine Learning - https://amzn.to/2FFqSkj
7. Deep Learning with Python - https://amzn.to/36KCJsV
8. Deep Learning(Adaptive Computation and Machine Learning series) - https://amzn.to/30b90qR
9. Machine Learning: A Probabilistic Perspective - https://amzn.to/2FD1prH
10. Applied Artificial Intelligence - https://amzn.to/2QJyCI7
11. Life3.0 - https://amzn.to/2slfJ56
FOLLOW ME ON:
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Tool for Keyword Research, Channel Health, Thumbnail Generation for your channel : https://www.Tubebuddy.com/theaiuniversity
▶ Check out my gear on Kit: https://kit.co/Nitin001
▶ GITHUB REPO : https://github.com/nitinkaushik01/Deep_Learning
▶ SUBSCRIBE LINK: https://www.youtube.com/c/TheAIUniversity
About this Channel:
The AI University is a channel which is on a mission to democratize the Artificial Intelligence, Big Data Hadoop and Cloud Computing education to the entire world. The aim of this channel is to impart the knowledge to the data science, data analysis, data engineering, and cloud architecture aspirants as well as providing advanced knowledge to the ones who already possess some of this knowledge.
Please share, comment, like and subscribe if you liked this video. If you have any specific questions then you can comment on the comment section and I'll definitely try to get back to you.
*******Other AI, ML, Deep Learning, Augmented Reality related Video Series*****
Deploy Machine Learning Models as Web App using Flask & Docker on Azure Cloud - http://bit.ly/2Lgnd0g
Machine Learning Data Pre-processing & Data Wrangling using Python - http://bit.ly/2K6psly
Machine Learning & Deep Learning Project - http://bit.ly/2L0DUwz
Machine Learning Projects in HINDI - http://bit.ly/2OSX7l5
Deep Learning Neural Network Tutorials - http://bit.ly/2K6e6hB
Machine Learning & Deep Learning Bootcamp Series - http://bit.ly/2K4648Q
Machine Learning using Spark MLLib - http://bit.ly/2QuKQGK
Augmented Reality Free Tutorial - http://bit.ly/32ioysS
Data Engineering Full Hands-on Course - http://bit.ly/2CsxSPz
Hadoop, Machine & Deep Learning on Azure Cloud Tutorial Series - http://bit.ly/2K74l2I
Natural Language Processing - http://bit.ly/2YtXQuF
Develop Dashboard for Business Intelligence & Data Science(Plotly Dash Tutorial Series) - http://bit.ly/2Yu1Uen
Data Science Tip and Tricks and Career Advice - http://bit.ly/2YvO6QE
Machine Learning, Deep Learning Maths(Matrix & Vector Operations) - http://bit.ly/2YxhOEZ
******************************************************************
DISCLAIMER: This video and description may contain affiliate links, which means that if you click on one of the product links, I’ll receive a small commission.
#DeepLearning #DropoutLayer #ConvolutionNeuralNetwork
