March 2, 2024
Day 3: Activation Functions and types

Day 3: Activation Functions and types

Day 3: Activation Functions and types

Video by Pantech eLearning via YouTube
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Day 3: Activation Functions and types

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1. Introduction of deep learning
2. Neural Network training – single layer perceptron, multilayer perceptron
3. Activation Functions and types
4. Gradient Desent optimization
5. Matrix and loss or cost function
6. Classification project – building data set
7. Regression project concept in deep learning
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9. Convolution Neural Networks
10. Computer vision concept and overview
11. Implementation of CNN based image classifier
12. Yolo algorithm – object detection
13. RNN- Recurrent Neural Network
14. LSTM – Long short-term memory Networks
15. Gated Recurrent Units
16. GAN- Generative Adversarial networks
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18. Traffic sign classification using Deep learning
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20. Gesture Volume control
21. Next word prediction using LSTM

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