Stochastic gradient descent explained | Stochastic gradient descent vs Gradient descent|Mini batch
Stochastic gradient descent explained | Stochastic gradient descent vs Gradient descent|Mini batch
#StochasticgradientDescent #SGD
Hello All,
I am Aman, a data scientist by profession.
About this video:
In this video, I explain about stochastic gradient descent in detail. I explain how is stochastic gradient descent different from gradient descent with example. I also explain about mini batch gradient descent.
Below questions are answered in this video:
1. What is Stochastic gradient descent in Neural netowrk?
2. SGD in machine learning.
3. gradient descent vs Stochastic gradient descent (SGD).
4. What is mini batch gradient descent?
5. How Stochastic gradient descent/SGD works in machine learning?
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
Join Facebook group :
https://www.facebook.com/groups/410222213093826/?ref=bookmarks
Follow on medium : https://medium.com/@amanrai77
Follow on quora: https://www.quora.com/profile/Aman-Kumar-601
Follow on twitter : @unfoldds
Get connected on LinkedIn : https://www.linkedin.com/in/aman-kumar-b4881440/
Follow on Instagram : unfolddatascience
Watch Introduction to Data Science full playlist here : https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe
Watch python for data science playlist here:
https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC
Watch statistics and mathematics playlist here :
https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX
Watch End to End Implementation of a simple machine learning model in Python here:
https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB
Learn Ensemble Model, Bagging and Boosting here:
https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb
Access all my codes here:
https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M
Have question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit
My Music: https://www.bensound.com/royalty-free-music
Видео Stochastic gradient descent explained | Stochastic gradient descent vs Gradient descent|Mini batch канала Unfold Data Science
#StochasticgradientDescent #SGD
Hello All,
I am Aman, a data scientist by profession.
About this video:
In this video, I explain about stochastic gradient descent in detail. I explain how is stochastic gradient descent different from gradient descent with example. I also explain about mini batch gradient descent.
Below questions are answered in this video:
1. What is Stochastic gradient descent in Neural netowrk?
2. SGD in machine learning.
3. gradient descent vs Stochastic gradient descent (SGD).
4. What is mini batch gradient descent?
5. How Stochastic gradient descent/SGD works in machine learning?
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
Join Facebook group :
https://www.facebook.com/groups/410222213093826/?ref=bookmarks
Follow on medium : https://medium.com/@amanrai77
Follow on quora: https://www.quora.com/profile/Aman-Kumar-601
Follow on twitter : @unfoldds
Get connected on LinkedIn : https://www.linkedin.com/in/aman-kumar-b4881440/
Follow on Instagram : unfolddatascience
Watch Introduction to Data Science full playlist here : https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe
Watch python for data science playlist here:
https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC
Watch statistics and mathematics playlist here :
https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX
Watch End to End Implementation of a simple machine learning model in Python here:
https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB
Learn Ensemble Model, Bagging and Boosting here:
https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb
Access all my codes here:
https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M
Have question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit
My Music: https://www.bensound.com/royalty-free-music
Видео Stochastic gradient descent explained | Stochastic gradient descent vs Gradient descent|Mini batch канала Unfold Data Science
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![Gradient descent simple explanation|gradient descent machine learning|gradient descent algorithm](https://i.ytimg.com/vi/gzrQvzYEvYc/default.jpg)
![Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14](https://i.ytimg.com/vi/IU5fuoYBTAM/default.jpg)
![Mini Batch Gradient Descent (C2W2L01)](https://i.ytimg.com/vi/4qJaSmvhxi8/default.jpg)
![Momentum in SGD|Understanding Momentum in stochastic gradient descent](https://i.ytimg.com/vi/spqJreOg2lc/default.jpg)
![](https://i.ytimg.com/vi/ZVRahfe5Q6Q/default.jpg)
![Stochastic Gradient Descent, Clearly Explained!!!](https://i.ytimg.com/vi/vMh0zPT0tLI/default.jpg)
![AI VS ML VS DL VS Data Science](https://i.ytimg.com/vi/k2P_pHQDlp0/default.jpg)
![Lecture 17.2 — Large Scale Machine Learning | Stochastic Gradient Descent — [ Andrew Ng ]](https://i.ytimg.com/vi/W9iWNJNFzQI/default.jpg)
![Gradient Descent With Momentum (C2W2L06)](https://i.ytimg.com/vi/k8fTYJPd3_I/default.jpg)
![What is AdaBoost (BOOSTING TECHNIQUES)](https://i.ytimg.com/vi/NLRO1-jp5F8/default.jpg)
![Gradient Descent, Step-by-Step](https://i.ytimg.com/vi/sDv4f4s2SB8/default.jpg)
![How to Actually Trade with RSI: The real Way (Including MACD and Stochastic)](https://i.ytimg.com/vi/510G39RXuPE/default.jpg)
![Tutorial 5- How to train MultiLayer Neural Network and Gradient Descent](https://i.ytimg.com/vi/cxPAvoIbsIk/default.jpg)
![Keras Vs Pytorch|Keras vs Pytorch - Understanding Deep learning frameworks](https://i.ytimg.com/vi/6qzs0DSFqcc/default.jpg)
![Gradient Boost Machine Learning|How Gradient boost work in Machine Learning](https://i.ytimg.com/vi/j034-r3O2Cg/default.jpg)
![Tutorial 12- Stochastic Gradient Descent vs Gradient Descent](https://i.ytimg.com/vi/FpDsDn-fBKA/default.jpg)
![Wow Free Energy Power Electric Science for generator At home New 2019](https://i.ytimg.com/vi/pXQCqek_dTs/default.jpg)
![Adagrad and RMSProp Intuition| How Adagrad and RMSProp optimizer work in deep learning](https://i.ytimg.com/vi/S2IzmZ7dzBU/default.jpg)
![Elon Musk on Artificial Intelligence](https://i.ytimg.com/vi/H15uuDMqDK0/default.jpg)
![Supervised vs Unsupervised vs Reinforcement Learning | Data Science Certification Training | Edureka](https://i.ytimg.com/vi/xtOg44r6dsE/default.jpg)