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[ DevCourseWeb com ] Udemy - Deep Learning - Neural Networks In Python Using Case Studies
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1 - Deep Learning Convolutional Neural Network CNN using Python
1 - Introduction of Project.mp4
2 - Overview of CNN.mp4
3 - Installations and Dataset Structure.mp4
4 - Import libraries.mp4
5 - CNN Model and Layers Coding.mp4
6 - Data Preprocessing and Augmentation.mp4
7 - Understanding Data generator.mp4
8 - Prediction on Single Image.mp4
9 - Understanding Different Models and Accuracy.mp4
2 - Deep Learning Artificial Neural Network ANN using Python
10 - Introduction of Project.mp4
11 - Setup Environment for ANN.mp4
12 - ANN Installation.mp4
13 - Import Libraries and Data Preprocessing.mp4
14 - Data Preprocessing.mp4
15 - Data Preprocessing Continue.mp4
16 - Data Exploration.mp4
17 - Encoding.mp4
18 - Encoding Continue.mp4
19 - Preparation of Dataset for Training.mp4
20 - Steps to Build ANN Part 1.mp4
21 - Steps to Build ANN Part 2.mp4
22 - Steps to Build ANN Part 3.mp4
23 - Steps to Build ANN Part 4.mp4
24 - Predictions.mp4
25 - Predictions Continue.mp4
26 - Resampling Data with ImbalanceLearn.mp4
27 - Resampling Data with ImbalanceLearn Continue.mp4
3 - Deep Learning RNN LSTM Stock Price Prognostics using Python
28 - Introduction of Project.mp4
29 - Installation.mp4
30 - Libraries.mp4
31 - Dataset Explore.mp4
32 - Import Libraries.mp4
33 - Data Preprocessing.mp4
34 - Exploratory Data Analysis.mp4
35 - Exploratory Data Analysis Continue.mp4
36 - Feature Scaling.mp4
37 - Feature Scaling Continue.mp4
38 - More on Feature Scaling.mp4
39 - Building RNN.mp4
40 - Building RNN Continue.mp4
41 - Training of Network.mp4
42 - Prediction on Test Data.mp4
43 - Prediction on Test Data Continue.mp4
44 - Final Result Visualization.mp4
4 - Deep Learning Project using Convolutional Neural Network CNN in Python
45 - Introduction to Project.mp4
46 - Google Collab.mp4
47 - Importing Packages and Data.mp4
48 - Preprocessing and Model Creation.mp4
49 - Training the Model and Prediction.mp4
50 - Model Creation using CNN.mp4
51 - CNN Model Prediction.mp4
Bonus Resources.txt
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