Deep Learning Tutorial Series: 50 Step-by-Step Lessons [FREE][2024]
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3 min readDec 3, 2023
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- DL Tutorial 1 — Introduction to Deep Learning Concepts
- DL Tutorial 2 — Artificial Neural Networks: Basics and Principles
- DL Tutorial 3 — Activation Functions and Their Importance
- DL Tutorial 4 — Feedforward Neural Networks and Backpropagation
- DL Tutorial 5 — Convolutional Neural Networks for Image Data
- DL Tutorial 6 — Pooling and Padding Techniques in CNNs
- DL Tutorial 7 — Advanced CNN Architectures: LeNet, AlexNet, VGG
- DL Tutorial 8 — Residual Networks and ResNet Architecture
- DL Tutorial 9 — Inception Networks and GoogleNet Architecture
- DL Tutorial 10 — Recurrent Neural Networks for Sequential Data
- DL Tutorial 11 — Understanding Long Short-Term Memory Networks