FTUForum com UDEMY Deep Learning Plunge into Deep Learning FTU | 293A7F57B5BE044E51940205653C3449E33670E5

FTUForum com UDEMY Deep Learning Plunge into Deep Learning FTU

Name	[FTUForum.com] [UDEMY] Deep Learning Plunge into Deep Learning [FTU]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.2 GB
Total Files	42
Last Seen	2025-07-18 23:36
Hash	293A7F57B5BE044E51940205653C3449E33670E5

/0. Websites you may like/
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5. (Discuss.FTUForum.com) FTU Discussion Forum.url	0.3 KB
How you can help Team-FTU.txt	0.2 KB
/1. Introduction/
1. Applications of Deep Learning.mp4	46.9 MB
2. What is Deep Learning.mp4	11.2 MB
3. Why Deep Learning.mp4	5.9 MB
4. Why now.mp4	17.3 MB
/2. Fundamentals/
1. Hello World of Deep learning.mp4	6.0 MB
2. Dataset and Features.mp4	7.7 MB
3. Classification.mp4	10.6 MB
/3. Neural Networks/
1. Perceptron.mp4	107.9 MB
2. Sigmoid Function.mp4	45.1 MB
3. Softmax Function.mp4	58.6 MB
4. One Hot Encoding.mp4	32.2 MB
5. Activation Functions.mp4	26.1 MB
6. Logic Gates and XOR Problem.mp4	15.0 MB
/4. Training Neural Networks/
1. Cross Entropy.mp4	38.8 MB
10. Drop out.mp4	8.3 MB
11. Vanishing Gradient Problem.mp4	25.0 MB
2. Loss Optimization.mp4	17.9 MB
3. Gradient Descent.mp4	70.8 MB
4. Non Linear Models.mp4	29.0 MB
5. Feed Forward.mp4	28.3 MB
6. Backward Propagation.mp4	14.3 MB
7. Overfitting problem.mp4	31.6 MB
8. Early Stopping.mp4	27.3 MB
9. Regularization.mp4	22.4 MB
/5. Convolution Neural Networks/
1. Need for feature extraction.mp4	43.5 MB
2. Preprocessing.mp4	10.7 MB
3. Convolution Operation.mp4	237.3 MB
4. Pooling Layer.mp4	31.4 MB
5. Flattening.mp4	15.8 MB
/6. Sequence Models/
1. Recurrent Neural Networks.mp4	42.6 MB
2. LSTMs.mp4	19.6 MB
3. Architecture of LSTMs.mp4	21.0 MB
4. Forget Gate.mp4	17.7 MB
5. Learn Gate.mp4	10.1 MB
6. Remember Gate.mp4	2.5 MB
7. Use Gate.mp4	4.4 MB
Total files 42