Forward Propagation in Neural Networks | Deep Learning

Опубликовано: 01 Октябрь 2024
на канале: Satyajit Pattnaik

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In this Deep Learning Video, I'm going to Explain Forward Propagation in Neural Network. Detailed explanation of forward pass & backpropagation algorithm is explained with an example in a separate video.

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Deep Learning Playlist: http://bit.ly/3e3RAFq

In this series, we will be learning Deep Learning from scratch.

Agenda:
01. Introduction to Deep Learning
02. Understanding Neural Networks
03. ANN Intuition
04. Activation Functions
05. Building, Evaluation & Fine-Tuning an ANN model
06. CNN Intuition
07. Building, Evaluation & Fine-Tuning a CNN model
08. RNN Intuition
09. Building, Evaluation & Fine-Tuning an RNN model
10. LSTMs
11. Backpropagation
12. Exploding & Vanishing Gradient Problems
13. Self Organizing Maps
14. RBMs
15. Auto Encoders
16. Introduction to Computer Vision

𝐎𝐮𝐫 𝐨𝐭𝐡𝐞𝐫 𝐩𝐥𝐚𝐲𝐥𝐢𝐬𝐭𝐬:

http://bit.ly/3q6siZD - 𝗣𝘆𝘁𝗵𝗼𝗻 - 𝗕𝗮𝘀𝗶𝗰𝘀 𝘁𝗼 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱
http://bit.ly/3raklnC - 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜
http://bit.ly/3bT4Eed - 𝗗𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻𝗮𝗹𝗶𝘁𝘆 𝗥𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗧𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀
http://bit.ly/3rb0qVR - 𝗦𝗤𝗟 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲
http://bit.ly/3bZi7RN - 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁𝘀
http://bit.ly/3e3RAFq - 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠
http://bit.ly/303oNJ4 - 𝐋𝐢𝐯𝐞 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬

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#python #forwardpropagation #deeplearning #forwardpass