End to End Tutorial on CNN | Convolutional Neural Networks | Deep Learning | 3 Hours Tutorial on CNN

Опубликовано: 10 Февраль 2025
на канале: Satyajit Pattnaik

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End to End Tutorial on CNN | Convolutional Neural Networks | Deep Learning | 3 Hours Tutorial on CNN

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In this video, you will learn everything about Convolutional Neural Networks.

𝐓𝐢𝐦𝐞𝐋𝐢𝐧𝐞:

✅ 00:00 Intro to CNN
✅ 01:45 Understanding Deep Learning
✅ 07:45 What is a Neuron
✅ 16:35 Activation Functions
✅ 21:57 Step Function
✅ 28:49 Linear Function
✅ 42:20 Sigmoid Function
✅ 49:25 TanH Function
✅ 53:10 ReLu Function
✅ 1:03:29 Backpropagation + Forward Pass
✅ 1:19:13 Gradient Descent
✅ 1:26:50 What is CNN
✅ 1:35:05 Steps in CNN
✅ 1:47:24 CNN Architecture Explained
✅ 2:04:45 Image Augmentation
✅ 2:19:27 Batch size vs iterations vs epochs
✅ 2:28:47 Code Implementation of CNN
✅ 2:50:09 Model Summary & Parameters
✅ 2:58:23 Hands on Project

🔴 Code: To be uploaded at 100 likes & 50 comments!! 😍😍😍😍

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