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Title: Udemy - Deep Learning A-ZGroup: NOGRPYear: 2025Source: Udemy
Info Hash
E29838AAC5FC6D5598EA8CB3027F6222B5421671
Source
Unverified
Total Size
6.12 GB
Total Files
100
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0
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0
Health
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0
Type
Bookware

File List

FileSize
0. Websites you may like/[CourseClub.Me].url122 B
0. Websites you may like/[FreeCourseSite.com].url127 B
01. Welcome to the course!/0. Websites you may like/[CourseClub.Me].url122 B
01. Welcome to the course!/0. Websites you may like/[FreeCourseSite.com].url127 B
01. Welcome to the course!/1. Introduction to Deep Learning From Historical Context to Modern Applications.mp429.53 MB
01. Welcome to the course!/1. Introduction to Deep Learning From Historical Context to Modern Applications.vtt19.73 KB
01. Welcome to the course!/2. Get the Codes, Datasets and Slides Here.html350 B
01. Welcome to the course!/3. Prizes $$ for Learning.html383 B
01. Welcome to the course!/[CourseClub.Me].url122 B
01. Welcome to the course!/[FreeCourseSite.com].url127 B
02. --------------------- Part 1 - Artificial Neural Networks ---------------------/0. Websites you may like/[CourseClub.Me].url122 B
02. --------------------- Part 1 - Artificial Neural Networks ---------------------/0. Websites you may like/[FreeCourseSite.com].url127 B
02. --------------------- Part 1 - Artificial Neural Networks ---------------------/1. Welcome to Part 1 - Artificial Neural Networks.html348 B
02. --------------------- Part 1 - Artificial Neural Networks ---------------------/[CourseClub.Me].url122 B
02. --------------------- Part 1 - Artificial Neural Networks ---------------------/[FreeCourseSite.com].url127 B
03. ANN Intuition/0. Websites you may like/[CourseClub.Me].url122 B
03. ANN Intuition/0. Websites you may like/[FreeCourseSite.com].url127 B
03. ANN Intuition/1. What You'll Need for ANN.html413 B
03. ANN Intuition/2. How Neural Networks Learn Gradient Descent and Backpropagation Explained.mp42.41 MB
03. ANN Intuition/2. How Neural Networks Learn Gradient Descent and Backpropagation Explained.vtt5.09 KB
03. ANN Intuition/3. Understanding Neurons The Building Blocks of Artificial Neural Networks.mp445.16 MB
03. ANN Intuition/3. Understanding Neurons The Building Blocks of Artificial Neural Networks.vtt32.1 KB
03. ANN Intuition/4. Understanding Activation Functions in Neural Networks Sigmoid, ReLU, and More.mp417.82 MB
03. ANN Intuition/4. Understanding Activation Functions in Neural Networks Sigmoid, ReLU, and More.vtt15.25 KB
03. ANN Intuition/5. How Do Neural Networks Work Step-by-Step Guide to Property Valuation Example.mp471.2 MB
03. ANN Intuition/5. How Do Neural Networks Work Step-by-Step Guide to Property Valuation Example.vtt21.67 KB
03. ANN Intuition/6. How Do Neural Networks Learn Understanding Backpropagation and Cost Functions.mp452.81 MB
03. ANN Intuition/6. How Do Neural Networks Learn Understanding Backpropagation and Cost Functions.vtt24.62 KB
03. ANN Intuition/7. Mastering Gradient Descent Key to Efficient Neural Network Training.mp448.18 MB
03. ANN Intuition/7. Mastering Gradient Descent Key to Efficient Neural Network Training.vtt17.28 KB
03. ANN Intuition/8. How to Use Stochastic Gradient Descent for Deep Learning Optimization.mp427.65 MB
03. ANN Intuition/8. How to Use Stochastic Gradient Descent for Deep Learning Optimization.vtt15.85 KB
03. ANN Intuition/9. Understanding Backpropagation Algorithm Key to Optimizing Deep Learning Models.mp418.04 MB
03. ANN Intuition/9. Understanding Backpropagation Algorithm Key to Optimizing Deep Learning Models.vtt9.07 KB
03. ANN Intuition/[CourseClub.Me].url122 B
03. ANN Intuition/[FreeCourseSite.com].url127 B
04. Building an ANN/0. Websites you may like/[CourseClub.Me].url122 B
04. Building an ANN/0. Websites you may like/[FreeCourseSite.com].url127 B
04. Building an ANN/1. Get the code and dataset ready.html0 B
04. Building an ANN/2. Step 1 - Data Preprocessing for Deep Learning Preparing Neural Network Dataset.mp458.72 MB
04. Building an ANN/2. Step 1 - Data Preprocessing for Deep Learning Preparing Neural Network Dataset.vtt13.32 KB
04. Building an ANN/3. Check out our free course on ANN for Regression.html600 B
04. Building an ANN/4. Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.mp465.3 MB
04. Building an ANN/4. Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.vtt24.99 KB
04. Building an ANN/5. Step 3 - Constructing an Artificial Neural Network Adding Input & Hidden Layers.mp445.91 MB
04. Building an ANN/5. Step 3 - Constructing an Artificial Neural Network Adding Input & Hidden Layers.vtt22.05 KB
04. Building an ANN/6. Step 4 - Compile and Train Neural Network Optimizers, Loss Functions & Metrics.mp433.12 MB
04. Building an ANN/6. Step 4 - Compile and Train Neural Network Optimizers, Loss Functions & Metrics.vtt18.06 KB
04. Building an ANN/7. Step 5 - How to Make Predictions and Evaluate Neural Network Model in Python.mp480.13 MB
04. Building an ANN/7. Step 5 - How to Make Predictions and Evaluate Neural Network Model in Python.vtt24.11 KB
04. Building an ANN/[CourseClub.Me].url122 B
04. Building an ANN/[FreeCourseSite.com].url127 B
05. -------------------- Part 2 - Convolutional Neural Networks --------------------/0. Websites you may like/[CourseClub.Me].url122 B
05. -------------------- Part 2 - Convolutional Neural Networks --------------------/0. Websites you may like/[FreeCourseSite.com].url127 B
05. -------------------- Part 2 - Convolutional Neural Networks --------------------/1. Welcome to Part 2 - Convolutional Neural Networks.html319 B
05. -------------------- Part 2 - Convolutional Neural Networks --------------------/[CourseClub.Me].url122 B
05. -------------------- Part 2 - Convolutional Neural Networks --------------------/[FreeCourseSite.com].url127 B
06. CNN Intuition/0. Websites you may like/[CourseClub.Me].url122 B
06. CNN Intuition/0. Websites you may like/[FreeCourseSite.com].url127 B
06. CNN Intuition/1. What You'll Need for CNN.html414 B
06. CNN Intuition/10. Understanding Softmax Activation and Cross-Entropy Loss in Deep Learning.mp453.35 MB
06. CNN Intuition/10. Understanding Softmax Activation and Cross-Entropy Loss in Deep Learning.vtt31.21 KB
06. CNN Intuition/2. Understanding CNN Architecture From Convolution to Fully Connected Layers.mp46.49 MB
06. CNN Intuition/2. Understanding CNN Architecture From Convolution to Fully Connected Layers.vtt6.75 KB
06. CNN Intuition/3. How Do Convolutional Neural Networks Work Understanding CNN Architecture.mp474.25 MB
06. CNN Intuition/3. How Do Convolutional Neural Networks Work Understanding CNN Architecture.vtt28.01 KB
06. CNN Intuition/4. How to Apply Convolution Filters in Neural Networks Feature Detection Explained.mp485.49 MB
06. CNN Intuition/4. How to Apply Convolution Filters in Neural Networks Feature Detection Explained.vtt29.1 KB
06. CNN Intuition/5. Rectified Linear Units (ReLU) in Deep Learning Optimizing CNN Performance.mp421.19 MB
06. CNN Intuition/5. Rectified Linear Units (ReLU) in Deep Learning Optimizing CNN Performance.vtt11.33 KB
06. CNN Intuition/6. Understanding Spatial Invariance in CNNs Max Pooling Explained for Beginners.mp490.1 MB
06. CNN Intuition/6. Understanding Spatial Invariance in CNNs Max Pooling Explained for Beginners.vtt25.76 KB
06. CNN Intuition/7. How to Flatten Pooled Feature Maps in Convolutional Neural Networks (CNNs).mp43.24 MB
06. CNN Intuition/7. How to Flatten Pooled Feature Maps in Convolutional Neural Networks (CNNs).vtt3.44 KB
06. CNN Intuition/8. How Do Fully Connected Layers Work in Convolutional Neural Networks (CNNs).mp4183.32 MB
06. CNN Intuition/8. How Do Fully Connected Layers Work in Convolutional Neural Networks (CNNs).vtt34.89 KB
06. CNN Intuition/9. CNN Building Blocks Feature Maps, ReLU, Pooling, and Fully Connected Layers.mp411.18 MB
06. CNN Intuition/9. CNN Building Blocks Feature Maps, ReLU, Pooling, and Fully Connected Layers.vtt7.71 KB
06. CNN Intuition/[CourseClub.Me].url122 B
06. CNN Intuition/[FreeCourseSite.com].url127 B
07. Building a CNN/0. Websites you may like/[CourseClub.Me].url122 B
07. Building a CNN/0. Websites you may like/[FreeCourseSite.com].url127 B
07. Building a CNN/1. Get the code and dataset ready.html0 B
07. Building a CNN/2. Step 1 - Convolutional Neural Networks Explained Image Classification Tutorial.mp425.99 MB
07. Building a CNN/2. Step 1 - Convolutional Neural Networks Explained Image Classification Tutorial.vtt9.75 KB
07. Building a CNN/3. Step 2 - Deep Learning Preprocessing Scaling & Transforming Images for CNNs.mp4109.86 MB
07. Building a CNN/3. Step 2 - Deep Learning Preprocessing Scaling & Transforming Images for CNNs.vtt28 KB
07. Building a CNN/4. Step 3 - Building CNN Architecture Convolutional Layers & Max Pooling Explained.mp466.84 MB
07. Building a CNN/4. Step 3 - Building CNN Architecture Convolutional Layers & Max Pooling Explained.vtt26.24 KB
07. Building a CNN/5. Step 4 - Train CNN for Image Classification Optimize with Keras & TensorFlow.mp423.73 MB
07. Building a CNN/5. Step 4 - Train CNN for Image Classification Optimize with Keras & TensorFlow.vtt10.48 KB
07. Building a CNN/6. Step 5 - Deploying a CNN for Real-World Image Recognition.mp476.76 MB
07. Building a CNN/6. Step 5 - Deploying a CNN for Real-World Image Recognition.vtt21.08 KB
07. Building a CNN/7. Develop an Image Recognition System Using Convolutional Neural Networks.mp4154.14 MB
07. Building a CNN/7. Develop an Image Recognition System Using Convolutional Neural Networks.vtt30.17 KB
07. Building a CNN/[CourseClub.Me].url122 B
07. Building a CNN/[FreeCourseSite.com].url127 B
08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/0. Websites you may like/[CourseClub.Me].url122 B
08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/0. Websites you may like/[FreeCourseSite.com].url127 B
08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/1. Welcome to Part 3 - Recurrent Neural Networks.html0 B

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