FreeCourseSite com Udemy Applied Deep Learning Build Chatbot Theory Application

FreeCourseSite com Udemy Applied Deep Learning Build Chatbot Theory Application

Name	[FreeCourseSite.com] Udemy - Applied Deep Learning Build a Chatbot - Theory, Application	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.3 GB
Total Files	82
Last Seen	2025-07-03 01:52
Hash	28B9CF0DFABD5119D31D81D560F9483DF08D934D

/1. Theory Part 1 - RNNs and LSTMs/
1. Before we Start.html	1.1 KB
2. Introduction to RNNs Part 1.mp4	83.3 MB
2. Introduction to RNNs Part 1.vtt	13.0 KB
3. Introduction to RNNs Part 2.mp4	71.1 MB
3. Introduction to RNNs Part 2.vtt	10.1 KB
4. Test Your Understanding.html	0.2 KB
5. Playing with the Activations.mp4	75.1 MB
5. Playing with the Activations.vtt	11.1 KB
6. LSTMs.mp4	69.9 MB
6. LSTMs.vtt	11.0 KB
7. LSTM Variants.mp4	24.6 MB
7. LSTM Variants.vtt	4.0 KB
8. LSTM Step-by-Step Example Walktrough.mp4	23.9 MB
8. LSTM Step-by-Step Example Walktrough.vtt	4.7 KB
/2. Theory Part 2 - Sequence Modeling/
1. Sequence-to-Sequence Models.mp4	45.7 MB
1. Sequence-to-Sequence Models.vtt	10.5 KB
2. Attention Mechanisms.mp4	42.1 MB
2. Attention Mechanisms.vtt	7.3 KB
3. How Attention Mechanisms Work.mp4	38.6 MB
3. How Attention Mechanisms Work.vtt	8.3 KB
/3. Practical Part 1 - Introduction to PyTorch/
1. Installing PyTorch and an Introduction.mp4	76.5 MB
1. Installing PyTorch and an Introduction.vtt	12.9 KB
2. Torch Tensors Part 1.mp4	81.5 MB
2. Torch Tensors Part 1.vtt	13.5 KB
3. Torch Tensors Part 2.mp4	71.3 MB
3. Torch Tensors Part 2.vtt	71.3 MB
/4. Practical Part 2 - Processing the Dataset/
1. The Dataset.mp4	85.8 MB
1. The Dataset.vtt	11.4 KB
10. Getting Rid of Rare Words.mp4	86.5 MB
10. Getting Rid of Rare Words.vtt	10.5 KB
2. Processing the Dataset Part 1.mp4	71.4 MB
2. Processing the Dataset Part 1.vtt	7.8 KB
3. Processing the Data Part 2.mp4	77.4 MB
3. Processing the Data Part 2.vtt	9.5 KB
4. Processing the Dataset Part 3.mp4	79.4 MB
4. Processing the Dataset Part 3.vtt	10.5 KB
5. Processing the Dataset Part 4.mp4	58.9 MB
5. Processing the Dataset Part 4.vtt	7.7 KB
6. Processing the Words.mp4	93.5 MB
6. Processing the Words.vtt	13.9 KB
7. Processing the Text.mp4	100.3 MB
7. Processing the Text.vtt	11.1 KB
8. Processing the Text Part 2.mp4	100.3 MB
8. Processing the Text Part 2.vtt	10.3 KB
9. Filtering the Text.mp4	66.3 MB
9. Filtering the Text.vtt	8.0 KB
/5. Practical Part 3 - Data Preperation/
1. Preparing the Data for Model Part 1.mp4	91.3 MB
1. Preparing the Data for Model Part 1.vtt	14.6 KB
2. Understanding the zip function.mp4	47.6 MB
2. Understanding the zip function.vtt	6.5 KB
3. Preparing the Data for Model Part 2.mp4	57.6 MB
3. Preparing the Data for Model Part 2.vtt	9.5 KB
4. Preparing the Data for Model Part 3.mp4	92.9 MB
4. Preparing the Data for Model Part 3.vtt	12.5 KB
5. Preparing the Data for Model Part 4.mp4	109.4 MB
5. Preparing the Data for Model Part 4.vtt	15.5 KB
/6. Practical Part 4 - Building the Model/
1. Understanding the Encoder.mp4	55.8 MB
1. Understanding the Encoder.vtt	7.0 KB
2. Defining the Encoder.mp4	254.0 MB
2. Defining the Encoder.vtt	28.7 KB
3. Understanding Pack Padded Sequence.mp4	62.0 MB
3. Understanding Pack Padded Sequence.vtt	8.6 KB
4. Designing the Attention Model.mp4	158.8 MB
4. Designing the Attention Model.vtt	18.7 KB
5. Designing the Decoder Part 1.mp4	133.5 MB
5. Designing the Decoder Part 1.vtt	17.1 KB
6. Designing the Decoder Part 2.mp4	167.9 MB
6. Designing the Decoder Part 2.vtt	20.9 KB
/7. Practical Part 5 - Training the Model/
1. Creating the Loss Function.mp4	70.7 MB
1. Creating the Loss Function.vtt	7.6 KB
2. Teacher Forcing.mp4	51.3 MB
2. Teacher Forcing.vtt	7.5 KB
3. Visualize Training Part 1.mp4	138.3 MB
3. Visualize Training Part 1.vtt	16.8 KB
4. Visualize Training Part 2.mp4	118.6 MB
4. Visualize Training Part 2.vtt	13.0 KB
5. Training.mp4	128.8 MB
5. Training.vtt	14.7 KB
6. Proceeding.html	0.4 KB
/
[CourseClub.ME].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 82