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Udemy - Python For Deep Learning - Build Neural Networks In Python
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[ DevCourseWeb.com ] Python for Deep Learning: Build Neural Networks in Python
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Instructors: Meta Brains
10 sections • 58 lectures • 2h 4m
Video: MP4 1280x720 44 KHz | English + Sub
Updated 1/2022 | Size: 656 MB
Complete Deep Learning Course to Master Data science, Tensorflow, Artificial Intelligence, and Neural Networks
What you'll learn
Learn the fundamentals of the Deep Learning theory
Learn how to use Deep Learning in Python
Learn how to use different frameworks in Python to solve real-world problems using deep learning and artificial intelligence
Make predictions using linear regression, polynomial regression, and multivariate regression
Build artificial neural networks with Tensorflow and Keras
Requirements
Experience with the basics of coding in Python
Basic mathematical skills
Readiness, flexibility, and passion for learning
Description
Python is famed as one of the best programming languages for its flexibility. It works in almost all fields, from web development to developing financial applications. However, it's no secret that Python’s best application is in deep learning and artificial intelligence tasks.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction to Deep Learning/1. What is a Deep Learning .mp4
11.6 MB
~Get Your Files Here !/1. Introduction to Deep Learning/1. What is a Deep Learning .srt
3.9 KB
~Get Your Files Here !/1. Introduction to Deep Learning/2. Why is Deep Learning Important.mp4
7.2 MB
~Get Your Files Here !/1. Introduction to Deep Learning/2. Why is Deep Learning Important.srt
2.1 KB
~Get Your Files Here !/1. Introduction to Deep Learning/3. Software and Frameworks.mp4
5.4 MB
~Get Your Files Here !/1. Introduction to Deep Learning/3. Software and Frameworks.srt
911 B
~Get Your Files Here !/10. Implementation of CNN in Python/1. Dataset.mp4
6.2 MB
~Get Your Files Here !/10. Implementation of CNN in Python/1. Dataset.srt
988 B
~Get Your Files Here !/10. Implementation of CNN in Python/2. Importing libraries.mp4
11.1 MB
~Get Your Files Here !/10. Implementation of CNN in Python/2. Importing libraries.srt
2.6 KB
~Get Your Files Here !/10. Implementation of CNN in Python/3. Building the CNN model.mp4
47.6 MB
~Get Your Files Here !/10. Implementation of CNN in Python/3. Building the CNN model.srt
11.4 KB
~Get Your Files Here !/10. Implementation of CNN in Python/4. Accuracy of the model.mp4
8.8 MB
~Get Your Files Here !/10. Implementation of CNN in Python/4. Accuracy of the model.srt
801 B
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/1. Introduction.mp4
8.9 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/1. Introduction.srt
1.4 KB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/2. Anatomy and function of neurons.mp4
7.2 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/2. Anatomy and function of neurons.srt
1.4 KB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/3. An introduction to the neural network.mp4
11.5 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/3. An introduction to the neural network.srt
3.5 KB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/4. Architecture of a neural network.mp4
9.1 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/4. Architecture of a neural network.srt
1.7 KB
~Get Your Files Here !/3. Propagation of information in ANNs/1. Feed-forward and Back Propagation Networks.mp4
5.8 MB
~Get Your Files Here !/3. Propagation of information in ANNs/1. Feed-forward and Back Propagation Networks.srt
1.2 KB
~Get Your Files Here !/3. Propagation of information in ANNs/2. Backpropagation In Neural Networks.mp4
5.4 MB
~Get Your Files Here !/3. Propagation of information in ANNs/2. Backpropagation In Neural Networks.srt
878 B
~Get Your Files Here !/3. Propagation of information in ANNs/3. Minimizing the cost function using backpropagation.mp4
5 MB
~Get Your Files Here !/3. Propagation of information in ANNs/3. Minimizing the cost function using backpropagation.srt
1.6 KB
~Get Your Files Here !/4. Neural Network Architectures/1. Single layer perceptron (SLP) model.mp4
4.8 MB
~Get Your Files Here !/4. Neural Network Architectures/1. Single layer perceptron (SLP) model.srt
1.1 KB
~Get Your Files Here !/4. Neural Network Architectures/2. Radial Basis Network (RBN).mp4
4.4 MB
~Get Your Files Here !/4. Neural Network Architectures/2. Radial Basis Network (RBN).srt
939 B
~Get Your Files Here !/4. Neural Network Architectures/3. Multi-layer perceptron (MLP) Neural Network.mp4
4.7 MB
~Get Your Files Here !/4. Neural Network Architectures/3. Multi-layer perceptron (MLP) Neural Network.srt
816 B
~Get Your Files Here !/4. Neural Network Architectures/4. Recurrent neural network (RNN).mp4
6 MB
~Get Your Files Here !/4. Neural Network Architectures/4. Recurrent neural network (RNN).srt
1.3 KB
~Get Your Files Here !/4. Neural Network Architectures/5. Long Short-Term Memory (LSTM) networks.mp4
6.5 MB
~Get Your Files Here !/4. Neural Network Architectures/5. Long Short-Term Memory (LSTM) networks.srt
1.5 KB
~Get Your Files Here !/4. Neural Network Architectures/6. Hopfield neural network.mp4
5.3 MB
~Get Your Files Here !/4. Neural Network Architectures/6. Hopfield neural network.srt
1.3 KB
~Get Your Files Here !/4. Neural Network Architectures/7. Boltzmann Machine Neural Network.mp4
4.7 MB
~Get Your Files Here !/4. Neural Network Architectures/7. Boltzmann Machine Neural Network.srt
953 B
~Get Your Files Here !/5. Activation Functions/1. What is the Activation Function.mp4
8.6 MB
~Get Your Files Here !/5. Activation Functions/1. What is the Activation Function.srt
1.9 KB
~Get Your Files Here !/5. Activation Functions/2. Important Terminologies.mp4
4.6 MB
~Get Your Files Here !/5. Activation Functions/2. Important Terminologies.srt
749 B
~Get Your Files Here !/5. Activation Functions/3. The sigmoid function.mp4
7.1 MB
~Get Your Files Here !/5. Activation Functions/3. The sigmoid function.srt
2.3 KB
~Get Your Files Here !/5. Activation Functions/4. Hyperbolic tangent function.mp4
6.3 MB
~Get Your Files Here !/5. Activation Functions/4. Hyperbolic tangent function.srt
1.3 KB
~Get Your Files Here !/5. Activation Functions/5. Softmax function.mp4
4.2 MB
~Get Your Files Here !/5. Activation Functions/5. Softmax function.srt
933 B
~Get Your Files Here !/5. Activation Functions/6. Rectified Linear Unit (ReLU) function.mp4
5.3 MB
~Get Your Files Here !/5. Activation Functions/6. Rectified Linear Unit (ReLU) function.srt
1.5 KB
~Get Your Files Here !/5. Activation Functions/7. Leaky Rectified Linear Unit function.mp4
4 MB
~Get Your Files Here !/5. Activation Functions/7. Leaky Rectified Linear Unit function.srt
875 B
~Get Your Files Here !/6. Gradient Descent Algorithm/1. What is Gradient Decent.mp4
9.4 MB
~Get Your Files Here !/6. Gradient Descent Algorithm/1. What is Gradient Decent.srt
2.1 KB
~Get Your Files Here !/6. Gradient Descent Algorithm/2. What is Stochastic Gradient Decent.mp4
6 MB
~Get Your Files Here !/6. Gradient Descent Algorithm/2. What is Stochastic Gradient Decent.srt
2 KB
~Get Your Files Here !/6. Gradient Descent Algorithm/3. Gradient Decent vs Stochastic Gradient Decent.mp4
6.2 MB
~Get Your Files Here !/6. Gradient Descent Algorithm/3. Gradient Decent vs Stochastic Gradient Decent.srt
803 B
~Get Your Files Here !/7. Summary Overview of Neural Networks/1. How artificial neural networks work.mp4
23.2 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/1. How artificial neural networks work.srt
3.8 KB
~Get Your Files Here !/7. Summary Overview of Neural Networks/2. Advantages of Neural Networks.mp4
4.2 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/2. Advantages of Neural Networks.srt
1.2 KB
~Get Your Files Here !/7. Summary Overview of Neural Networks/3. Disadvantages of Neural Networks.mp4
3.4 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/3. Disadvantages of Neural Networks.srt
768 B
~Get Your Files Here !/7. Summary Overview of Neural Networks/4. Applications of Neural Networks.mp4
6.4 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/4. Applications of Neural Networks.srt
2.1 KB
~Get Your Files Here !/8. Implementation of ANN in Python/1. Introduction.mp4
4.7 MB
~Get Your Files Here !/8. Implementation of ANN in Python/1. Introduction.srt
638 B
~Get Your Files Here !/8. Implementation of ANN in Python/10. Feature scaling.mp4
23.4 MB
~Get Your Files Here !/8. Implementation of ANN in Python/10. Feature scaling.srt
3.9 KB
~Get Your Files Here !/8. Implementation of ANN in Python/11. Building the Artificial Neural Network.mp4
15.9 MB
~Get Your Files Here !/8. Implementation of ANN in Python/11. Building the Artificial Neural Network.srt
1.9 KB
~Get Your Files Here !/8. Implementation of ANN in Python/12. Adding the input layer and the first hidden layer.mp4
23.5 MB
~Get Your Files Here !/8. Implementation of ANN in Python/12. Adding the input layer and the first hidden layer.srt
3.2 KB
~Get Your Files Here !/8. Implementation of ANN in Python/13. Adding the next hidden layer.mp4
11.2 MB
~Get Your Files Here !/8. Implementation of ANN in Python/13. Adding the next hidden layer.srt
1.3 KB
~Get Your Files Here !/8. Implementation of ANN in Python/14. Adding the output layer.mp4
12.2 MB
~Get Your Files Here !/8. Implementation of ANN in Python/14. Adding the output layer.srt
1.6 KB
~Get Your Files Here !/8. Implementation of ANN in Python/15. Compiling the artificial neural network.mp4
19.6 MB
~Get Your Files Here !/8. Implementation of ANN in Python/15. Compiling the artificial neural network.srt
3 KB
~Get Your Files Here !/8. Implementation of ANN in Python/16. Fitting the ANN model to the training set.mp4
22.4 MB
~Get Your Files Here !/8. Implementation of ANN in Python/16. Fitting the ANN model to the training set.srt
2.3 KB
~Get Your Files Here !/8. Implementation of ANN in Python/17. Predicting the test set results.mp4
25.9 MB
~Get Your Files Here !/8. Implementation of ANN in Python/17. Predicting the test set results.srt
4.7 KB
~Get Your Files Here !/8. Implementation of ANN in Python/2. Exploring the dataset.mp4
11.5 MB
~Get Your Files Here !/8. Implementation of ANN in Python/2. Exploring the dataset.srt
1.3 KB
~Get Your Files Here !/8. Implementation of ANN in Python/3. Problem Statement.mp4
3.2 MB
~Get Your Files Here !/8. Implementation of ANN in Python/3. Problem Statement.srt
834 B
~Get Your Files Here !/8. Implementation of ANN in Python/4. Data Pre-processing.mp4
13.7 MB
~Get Your Files Here !/8. Implementation of ANN in Python/4. Data Pre-processing.srt
4 KB
~Get Your Files Here !/8. Implementation of ANN in Python/5. Loading the dataset.mp4
9.2 MB
~Get Your Files Here !/8. Implementation of ANN in Python/5. Loading the dataset.srt
1.2 KB
~Get Your Files Here !/8. Implementation of ANN in Python/6. Splitting the dataset into independent and dependent variables.mp4
22.8 MB
~Get Your Files Here !/8. Implementation of ANN in Python/6. Splitting the dataset into independent and dependent variables.srt
