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[ DevCourseWeb com ] Udemy - Deep Learning - Neural Networks With Tensorflow
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1 - Deep Learning Neural Networks with TensorFlow
1 - Overview of DLUT.mp4
10 - Deep Learning Neural Networks and its Layers.mp4
11 - Listing Directories.mp4
12 - Import Image Data Generator.mp4
13 - Advance Concept of Transfer Learning Part 1.mp4
14 - Advance Concept of Transfer Learning Part 2.mp4
15 - Advance Concept of Transfer Learning Part 3.mp4
2 - Scenario of Perceptron.mp4
3 - Creating Neural Network Using TensorFlow.mp4
4 - Perform Multiclass Classification.mp4
5 - Initializing the Model.mp4
6 - Initializing the Model Continued.mp4
7 - Image Processing Using CNN.mp4
8 - Convolution Intuition.mp4
9 - Classifying the Photos of Dogs and Cats.mp4
2 - Project On Tensorflow Face Mask Detection Application
16 - Introduction to Project.mp4
17 - Package Installation.mp4
18 - Load Data Pretrained Mode.mp4
19 - Train Model Fit Model.mp4
20 - Load Save Model.mp4
21 - Function to Predict.mp4
22 - Final Result.mp4
3 - Project on Tensorflow Implementing Linear Model with Python
23 - Introduction to Tensorflow with Python.mp4
24 - Installation of Tensorflow.mp4
25 - Basic Data Types for Tensorflow.mp4
26 - Implementing Simple Linear Model.mp4
27 - Creating a Python File.mp4
28 - Optimization of Variable.mp4
29 - Implementing the Constructor Variable.mp4
30 - Printing the Variable Result.mp4
31 - Naming the Variable.mp4
4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow
32 - Introduction to Course.mp4
33 - Import the Libraries.mp4
34 - Accessing the Caption Dataset for Training.mp4
35 - Accessing the Image DataSet for Trainingb.mp4
36 - Preprocessing the Text Data.mp4
37 - PreProcess and Load Captions Data.mp4
38 - Loading the Captions for Training and Test Data.mp4
39 - Preprocessing of Image Data.mp4
40 - Loading Features for Train and Test Dataset.mp4
41 - Text Tokenization and Sequence Text.mp4
42 - Data Generators.mp4
43 - Define the Model.mp4
44 - Evaluation of Model.mp4
45 - Test the Model.mp4
46 - Create Streamlit App.mp4
47 - Streamlit Prediction.mp4
48 - Test Streamlit App.mp4
49 - Deploy Streamlit on AWS EC2 Instance.mp4
Bonus Resources.txt
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