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[ WebToolTip.com ] Udemy - Python for Deep Learning - Build Neural Networks in Python

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785 MB
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Description

Python for Deep Learning: Build Neural Networks in Python


https://WebToolTip.com


Last updated 1/2024

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Language: English | Duration: 2h 4m | Size: 785 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

File list
  • [ WebToolTip.com ] 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.en_US.vtt 3.4 KB
  • ~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/2 - Course Materials - ANN_Codes.ipynb 2.7 MB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Churn_Modelling.csv 668.8 KB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - CNN_Codes.ipynb 5.2 KB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Course Slides.pdf 4.3 MB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_test.csv 17.5 MB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_train.csv 104.6 MB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials.html 148 B
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/3 - Why is Deep Learning Important.en_US.vtt 1.8 KB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/3 - Why is Deep Learning Important.mp4 7.1 MB
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/4 - Software and Frameworks.en_US.vtt 799 B
  • ~Get Your Files Here !/1 - Introduction to Deep Learning/4 - Software and Frameworks.mp4 5.4 MB
  • ~Get Your Files Here !/10 - Implementation of CNN in Python/1 - Dataset.en_US.vtt 850 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/2 - Importing libraries.en_US.vtt 2.1 KB
  • ~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/3 - Building the CNN model.en_US.vtt 9.7 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/4 - Accuracy of the model.en_US.vtt 689 B
  • ~Get Your Files Here !/10 - Implementation of CNN in Python/4 - Accuracy of the model.mp4 8.8 MB
  • ~Get Your Files Here !/11 - BONUS Section - Don't Miss Out/1 - BONUS Section - Don't Miss Out.html 893 B
  • ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/1 - Introduction.en_US.vtt 1.3 KB
  • ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/1 - Introduction.mp4 8.9 MB
  • ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/2 - Anatomy and function of neurons.en_US.vtt 1.3 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)/3 - An introduction to the neural network.en_US.vtt 3.1 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)/4 - Architecture of a neural network.en_US.vtt 1.5 KB
  • ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/4 - Architecture of a neural network.mp4 9.1 MB
  • ~Get Your Files Here !/3 - Propagation of information in ANNs/1 - Feed-forward and Back Propagation Networks.en_US.vtt 1.1 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/2 - Backpropagation In Neural Networks.en_US.vtt 779 B
  • ~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/3 - Minimizing the cost function using backpropagation.en_US.vtt 1.4 KB
  • ~Get Your Files Here !/3 - Propagation of information in ANNs/3 - Minimizing the cost function using backpropagation.mp4 5 MB
  • ~Get Your Files Here !/4 - Neural Network Architectures/1 - Single layer perceptron (SLP) model.en_US.vtt 1009 B
  • ~Get Your Files Here !/4 - Neural Network Architectures/1 - Single layer perceptron (SLP) model.mp4 4.7 MB
  • ~Get Your Files Here !/4 - Neural Network Architectures/2 - Radial Basis Network (RBN).en_US.vtt 827 B
  • ~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/3 - Multi-layer perceptron (MLP) Neural Network.en_US.vtt 717 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/4 - Recurrent neural network (RNN).en_US.vtt 1.1 KB
  • ~Get Your Files Here !/4 - Neural Network Architectures/4 - Recurrent neural network (RNN).mp4 6 MB
  • ~Get Your Files Here !/4 - Neural Network Architectures/5 - Long Short-Term Memory (LSTM) networks.en_US.vtt 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/6 - Hopfield neural network.en_US.vtt 1.1 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/7 - Boltzmann Machine Neural Network.en_US.vtt 841 B
  • ~Get Your Files Here !/4 - Neural Network Architectures/7 - Boltzmann Machine Neural Network.mp4 4.7 MB
  • ~Get Your Files Here !/5 - Activation Functions/1 - What is the Activation Function.en_US.vtt 1.6 KB
  • ~Get Your Files Here !/5 - Activation Functions/1 - What is the Activation Function.mp4 8.6 MB
  • ~Get Your Files Here !/5 - Activation Functions/2 - Important Terminologies.en_US.vtt 674 B
  • ~Get Your Files Here !/5 - Activation Functions/2 - Important Terminologies.mp4 4.6 MB
  • ~Get Your Files Here !/5 - Activation Functions/3 - The sigmoid function.en_US.vtt 2 KB
  • ~Get Your Files Here !/5 - Activation Functions/3 - The sigmoid function.mp4 7.1 MB
  • ~Get Your Files Here !/5 - Activation Functions/4 - Hyperbolic tangent function.en_US.vtt 1.2 KB
  • ~Get Your Files Here !/5 - Activation Functions/4 - Hyperbolic tangent function.mp4 6.3 MB
  • ~Get Your Files Here !/5 - Activation Functions/5 - Softmax function.en_US.vtt 821 B
  • ~Get Your Files Here !/5 - Activation Functions/5 - Softmax function.mp4 4.2 MB
  • ~Get Your Files Here !/5 - Activation Functions/6 - Rectified Linear Unit (ReLU) function.en_US.vtt 1.4 KB
  • ~Get Your Files Here !/5 - Activation Functions/6 - Rectified Linear Unit (ReLU) function.mp4 5.3 MB
  • ~Get Your Files Here !/5 - Activation Functions/7 - Leaky Rectified Linear Unit function.en_US.vtt 776 B
  • ~Get Your Files Here !/5 - Activation Functions/7 - Leaky Rectified Linear Unit function.mp4 4 MB
  • ~Get Your Files Here !/6 - Gradient Descent Algorithm/1 - What is Gradient Decent.en_US.vtt 1.8 KB
  • ~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/2 - What is Stochastic Gradient Decent.en_US.vtt 1.8 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/3 - Gradient Decent vs Stochastic Gradient Decent.en_US.vtt 728 B
  • ~Get Your Files Here !/6 - Gradient Descent Algorithm/3 - Gradient Decent vs Stochastic Gradient Decent.mp4 6.2 MB
  • ~Get Your Files Here !/7 - Summary Overview of Neural Networks/1 - How artificial neural networks work.en_US.vtt 3.4 KB
  • ~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/2 - Advantages of Neural Networks.en_US.vtt 1.1 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/3 - Disadvantages of Neural Networks.en_US.vtt 693 B
  • ~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/4 - Applications of Neural Networks.en_US.vtt 1.8 KB
  • ~Get Your Files Here !/7 - Summary Overview of Neural Networks/4 - Applications of Neural Networks.mp4 6.4 MB
  • ~Get Your Files Here !/8 - Implementation of ANN in Python/1 - Introduction.en_US.vtt 575 B
  • ~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/10 - Feature scaling.en_US.vtt 3.4 KB
  • ~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/11 - Building the Artificial Neural Network.en_US.vtt 1.7 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/12 - Adding the input layer and the first hidden layer.en_US.vtt 2.8 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/13 - Adding the next hidden layer.en_US.vtt 1.1 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/14 - Adding the output layer.en_US.vtt 1.4 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/15 - Compiling the artificial neural network.en_US.vtt 2.6 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/16 - Fitting the ANN model to the training set.en_US.vtt 2 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/17 - Predicting the test set results.en_US.vtt 4.1 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/2 - Exploring the dataset.en_US.vtt 1.1 KB
  • ~Get Your Files Here !/8 - Implementation of ANN in Python/2 - Exploring the dataset.mp4 11.5 MB

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