Udemy-Deep-Learning-A-Z-2025
File List
| File | Size |
|---|---|
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/007 Develop an Image Recognition System Using Convolutional Neural Networks.mp4 | 87.16 MB |
| Udemy-Deep-Learning-A-Z-2025/01 - Welcome to the course!/002 Introduction to Deep Learning From Historical Context to Modern Applications.mp4 | 34.64 MB |
| Udemy-Deep-Learning-A-Z-2025/01 - Welcome to the course!/002 Introduction to Deep Learning From Historical Context to Modern Applications.srt | 21.27 KB |
| Udemy-Deep-Learning-A-Z-2025/01 - Welcome to the course!/003 Get the codes, datasets and slides here.html | 2.75 KB |
| Udemy-Deep-Learning-A-Z-2025/01 - Welcome to the course!/004 EXTRA Use ChatGPT to Boost your Deep Learning Skills.html | 3.26 KB |
| Udemy-Deep-Learning-A-Z-2025/02 - --------------------- Part 1 - Artificial Neural Networks ---------------------/001 Welcome to Part 1 - Artificial Neural Networks.html | 2.53 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/001 What You'll Need for ANN.html | 2.55 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/002 How Neural Networks Learn Gradient Descent and Backpropagation Explained.mp4 | 8.1 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/002 How Neural Networks Learn Gradient Descent and Backpropagation Explained.srt | 4.51 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/003 Understanding Neurons The Building Blocks of Artificial Neural Networks.mp4 | 56.61 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/003 Understanding Neurons The Building Blocks of Artificial Neural Networks.srt | 29.5 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/004 Understanding Activation Functions in Neural Networks Sigmoid, ReLU, and More.mp4 | 31.51 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/004 Understanding Activation Functions in Neural Networks Sigmoid, ReLU, and More.srt | 14.14 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/005 How Do Neural Networks Work Step-by-Step Guide to Property Valuation Example.mp4 | 29.68 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/005 How Do Neural Networks Work Step-by-Step Guide to Property Valuation Example.srt | 22.97 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/006 How Do Neural Networks Learn Understanding Backpropagation and Cost Functions.mp4 | 49.23 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/006 How Do Neural Networks Learn Understanding Backpropagation and Cost Functions.srt | 21.74 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/007 Mastering Gradient Descent Key to Efficient Neural Network Training.mp4 | 34.24 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/007 Mastering Gradient Descent Key to Efficient Neural Network Training.srt | 17.55 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/008 How to Use Stochastic Gradient Descent for Deep Learning Optimization.mp4 | 33.18 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/008 How to Use Stochastic Gradient Descent for Deep Learning Optimization.srt | 14.87 KB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/009 Understanding Backpropagation Algorithm Key to Optimizing Deep Learning Models.mp4 | 20.35 MB |
| Udemy-Deep-Learning-A-Z-2025/03 - ANN Intuition/009 Understanding Backpropagation Algorithm Key to Optimizing Deep Learning Models.srt | 8.6 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/001 Get the code and dataset ready.html | 4.01 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/002 Step 1 - Data Preprocessing for Deep Learning Preparing Neural Network Dataset.mp4 | 36.33 MB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/002 Step 1 - Data Preprocessing for Deep Learning Preparing Neural Network Dataset.srt | 18.73 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/003 Check out our free course on ANN for Regression.html | 2.78 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/004 Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.mp4 | 69.12 MB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/004 Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.srt | 30.87 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/005 Step 3 - Constructing an Artificial Neural Network Adding Input --& Hidden Layers.mp4 | 54.85 MB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/005 Step 3 - Constructing an Artificial Neural Network Adding Input --& Hidden Layers.srt | 24.56 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/006 Step 4 - Compile and Train Neural Network Optimizers, Loss Functions --& Metrics.mp4 | 45.41 MB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/006 Step 4 - Compile and Train Neural Network Optimizers, Loss Functions --& Metrics.srt | 20.31 KB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/007 Step 5 - How to Make Predictions and Evaluate Neural Network Model in Python.mp4 | 61.64 MB |
| Udemy-Deep-Learning-A-Z-2025/04 - Building an ANN/007 Step 5 - How to Make Predictions and Evaluate Neural Network Model in Python.srt | 26.57 KB |
| Udemy-Deep-Learning-A-Z-2025/05 - -------------------- Part 2 - Convolutional Neural Networks --------------------/001 Welcome to Part 2 - Convolutional Neural Networks.html | 2.51 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/001 What You'll Need for CNN.html | 2.56 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/002 Understanding CNN Architecture From Convolution to Fully Connected Layers.mp4 | 10.68 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/002 Understanding CNN Architecture From Convolution to Fully Connected Layers.srt | 6.03 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/003 How Do Convolutional Neural Networks Work Understanding CNN Architecture.mp4 | 54.97 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/003 How Do Convolutional Neural Networks Work Understanding CNN Architecture.srt | 26.34 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/004 How to Apply Convolution Filters in Neural Networks Feature Detection Explained.mp4 | 44.4 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/004 How to Apply Convolution Filters in Neural Networks Feature Detection Explained.srt | 28.06 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/005 Rectified Linear Units --(ReLU--) in Deep Learning Optimizing CNN Performance.mp4 | 25.18 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/005 Rectified Linear Units --(ReLU--) in Deep Learning Optimizing CNN Performance.srt | 10.99 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/006 Understanding Spatial Invariance in CNNs Max Pooling Explained for Beginners.mp4 | 55.67 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/006 Understanding Spatial Invariance in CNNs Max Pooling Explained for Beginners.srt | 25.27 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/007 How to Flatten Pooled Feature Maps in Convolutional Neural Networks --(CNNs--).mp4 | 6.14 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/007 How to Flatten Pooled Feature Maps in Convolutional Neural Networks --(CNNs--).srt | 3.23 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/008 How Do Fully Connected Layers Work in Convolutional Neural Networks --(CNNs--).mp4 | 52.78 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/008 How Do Fully Connected Layers Work in Convolutional Neural Networks --(CNNs--).srt | 37.5 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/009 CNN Building Blocks Feature Maps, ReLU, Pooling, and Fully Connected Layers.mp4 | 16.4 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/009 CNN Building Blocks Feature Maps, ReLU, Pooling, and Fully Connected Layers.srt | 6.83 KB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/010 Understanding Softmax Activation and Cross-Entropy Loss in Deep Learning.mp4 | 67.3 MB |
| Udemy-Deep-Learning-A-Z-2025/06 - CNN Intuition/010 Understanding Softmax Activation and Cross-Entropy Loss in Deep Learning.srt | 32.01 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/001 Get the code and dataset ready.html | 3.79 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/002 Step 1 - Convolutional Neural Networks Explained Image Classification Tutorial.mp4 | 27.8 MB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/002 Step 1 - Convolutional Neural Networks Explained Image Classification Tutorial.srt | 13.6 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/003 Step 2 - Deep Learning Preprocessing Scaling --& Transforming Images for CNNs.mp4 | 67.42 MB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/003 Step 2 - Deep Learning Preprocessing Scaling --& Transforming Images for CNNs.srt | 30.55 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/004 Step 3 - Building CNN Architecture Convolutional Layers --& Max Pooling Explained.mp4 | 68.02 MB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/004 Step 3 - Building CNN Architecture Convolutional Layers --& Max Pooling Explained.srt | 36.66 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/005 Step 4 - Train CNN for Image Classification Optimize with Keras --& TensorFlow.mp4 | 27.99 MB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/005 Step 4 - Train CNN for Image Classification Optimize with Keras --& TensorFlow.srt | 12.28 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/006 Step 5 - Deploying a CNN for Real-World Image Recognition.mp4 | 56.64 MB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/006 Step 5 - Deploying a CNN for Real-World Image Recognition.srt | 29.46 KB |
| Udemy-Deep-Learning-A-Z-2025/01 - Welcome to the course!/001 Welcome Challenge!.html | 5.8 KB |
| Udemy-Deep-Learning-A-Z-2025/07 - Building a CNN/007 Develop an Image Recognition System Using Convolutional Neural Networks.srt | 36.53 KB |
| Udemy-Deep-Learning-A-Z-2025/08 - ---------------------- Part 3 - Recurrent Neural Networks ----------------------/001 Welcome to Part 3 - Recurrent Neural Networks.html | 2.71 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/001 What You'll Need for RNN.html | 2.55 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/002 How Do Recurrent Neural Networks --(RNNs--) Work Deep Learning Explained.mp4 | 6.88 MB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/002 How Do Recurrent Neural Networks --(RNNs--) Work Deep Learning Explained.srt | 4 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/003 What is a Recurrent Neural Network --(RNN--) Deep Learning for Sequential Data.mp4 | 43.59 MB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/003 What is a Recurrent Neural Network --(RNN--) Deep Learning for Sequential Data.srt | 27.88 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/004 Understanding the Vanishing Gradient Problem in Recurrent Neural Networks --(RNNs--).mp4 | 54.89 MB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/004 Understanding the Vanishing Gradient Problem in Recurrent Neural Networks --(RNNs--).srt | 26.54 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/005 Understanding Long Short-Term Memory --(LSTM--) Architecture for Deep Learning.mp4 | 75.06 MB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/005 Understanding Long Short-Term Memory --(LSTM--) Architecture for Deep Learning.srt | 33.6 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/006 How LSTMs Work in Practice Visualizing Neural Network Predictions.mp4 | 64.06 MB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/006 How LSTMs Work in Practice Visualizing Neural Network Predictions.srt | 24.86 KB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/007 LSTM Variations Peepholes, Combined Gates, and GRUs in Deep Learning.mp4 | 13.76 MB |
| Udemy-Deep-Learning-A-Z-2025/09 - RNN Intuition/007 LSTM Variations Peepholes, Combined Gates, and GRUs in Deep Learning.srt | 5.87 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/001 Get the code and dataset ready.html | 4.51 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/002 Step 1 - Building a Robust LSTM Neural Network for Stock Price Trend Prediction.mp4 | 24.65 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/002 Step 1 - Building a Robust LSTM Neural Network for Stock Price Trend Prediction.srt | 12.82 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/003 Step 2 - Importing Training Data for LSTM Stock Price Prediction Model.mp4 | 26.81 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/003 Step 2 - Importing Training Data for LSTM Stock Price Prediction Model.srt | 11.25 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/004 Step 3 - Applying Min-Max Normalization for Time Series Data in Neural Networks.mp4 | 22.62 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/004 Step 3 - Applying Min-Max Normalization for Time Series Data in Neural Networks.srt | 9.45 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/005 Step 4 - Building X_train and y_train Arrays for LSTM Time Series Forecasting.mp4 | 57.77 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/005 Step 4 - Building X_train and y_train Arrays for LSTM Time Series Forecasting.srt | 24.32 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/006 Step 5 - Preparing Time Series Data for LSTM Neural Network in Stock Forecasting.mp4 | 41.4 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/006 Step 5 - Preparing Time Series Data for LSTM Neural Network in Stock Forecasting.srt | 19.96 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/007 Step 6 - Create RNN Architecture Sequential Layers vs Computational Graphs.mp4 | 10.81 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/007 Step 6 - Create RNN Architecture Sequential Layers vs Computational Graphs.srt | 4.71 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/008 Step 7 - Adding First LSTM Layer Key Components for Stock Market Prediction.mp4 | 33.05 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/008 Step 7 - Adding First LSTM Layer Key Components for Stock Market Prediction.srt | 14.13 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/009 Step 8 - Implementing Dropout Regularization in LSTM Networks for Forecasting.mp4 | 20.26 MB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/009 Step 8 - Implementing Dropout Regularization in LSTM Networks for Forecasting.srt | 8.53 KB |
| Udemy-Deep-Learning-A-Z-2025/10 - Building a RNN/010 Step 9 - Finalizing RNN Architecture Dense Layer for Stock Price Forecasting.mp4 | 12.68 MB |
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