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Udemy - Python for Deep Learning - Build Neural Networks in Python

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Description
[ DevCourseWeb.com ] Python for Deep Learning: Build Neural Networks in Python



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







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.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Python for Deep Learning - Build Neural Networks in Python
  • ~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 3.2 KB

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