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Practical Data Science using Python - History of Machine Learning
This video explains the history of machine learning. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
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Python for Deep Learning - Build Neural Networks in Python - Splitting the Dataset into Independent and Dependent Variables
In this video, you will learn how to split the dataset into independent and dependent variables. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in...
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Deep Learning CNN Convolutional Neural Networks with Python - DNN Training Parameters
This video explains the DNN training parameters. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the deep...
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Python for Deep Learning - Build Neural Networks in Python - Dataset
In this video, we are going to use the MNIST handwritten digit data which contains the images of handwritten digits. This clip is from the chapter "Implementation of CNN in Python" of the series "Python for Deep Learning — Build Neural...
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Python for Deep Learning - Build Neural Networks in Python - Training and Test Sets: Splitting Data
In this video, we will be working on splitting the data with training and test sets. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this...
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Python for Deep Learning - Build Neural Networks in Python - Software and Frameworks
In this video, you will learn about software and frameworks. This clip is from the chapter "Introduction to Deep Learning" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we will take a quick...
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Python for Deep Learning - Build Neural Networks in Python - Problem Statement
In this video, we will understand the problem statement. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you will learn how to...
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Python for Deep Learning - Build Neural Networks in Python - Feature Scaling
In this video, you will learn about feature scaling. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you will learn how to...
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Python for Deep Learning - Build Neural Networks in Python - Applications of Neural Networks
In this video, you will learn about the applications of neural networks. This clip is from the chapter "Summary - Overview of Neural Networks" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section,...
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Python for Deep Learning - Build Neural Networks in Python - Exploring the Dataset
In this video, you will learn how to explore the dataset. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you will learn how to...
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Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: DNN Training Parameters
In this video, we will cover DNN training parameters. This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section,...
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Python for Deep Learning - Build Neural Networks in Python - Components of Convolutional Neural Networks
In this video, you will learn about the components of Convolutional Neural Networks. This clip is from the chapter "Convolutional Neural Networks (CNN)" of the series "Python for Deep Learning — Build Neural Networks in Python".In this...
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Python for Deep Learning - Build Neural Networks in Python - Backpropagation in Neural Networks
In this video, you will learn about backpropagation in neural networks. This clip is from the chapter "Propagation of Information in ANNs" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we...
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Python for Deep Learning - Build Neural Networks in Python - Architecture of a Neural Network
In this video, you will learn about the architecture of a neural network. This clip is from the chapter "Artificial Neural Networks (ANN)" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we...
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Python for Deep Learning - Build Neural Networks in Python - An Introduction to The Neural Network
In this video, we will have a quick introduction to the neural network. This clip is from the chapter "Artificial Neural Networks (ANN)" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we...
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Python for Deep Learning - Build Neural Networks in Python - Advantages of Neural Networks
In this video, you will learn about the advantages of neural networks. This clip is from the chapter "Summary - Overview of Neural Networks" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we...
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Python for Deep Learning - Build Neural Networks in Python - Adding the Next Hidden Layer
In this video, you will learn how to add the next hidden layer. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you will learn...
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Python for Deep Learning - Build Neural Networks in Python - Compiling the Artificial Neural Network
In this video, you will learn how to compile the Artificial Neural Network. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you...
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Python for Deep Learning - Build Neural Networks in Python - Building the Artificial Neural Network
In this video, you will learn how to build the Artificial Neural Network This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you...
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Python for Deep Learning - Build Neural Networks in Python - Boltzmann Machine Neural Network
In this video, you will learn about Boltzmann Machine Neural Network. This clip is from the chapter "Neural Network Architectures" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we will...
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Deep Learning CNN Convolutional Neural Networks with Python - Gradient Descent
This video explains about gradient descent. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the deep neural...
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Deep Learning CNN Convolutional Neural Networks with Python - Backpropagation
This video explains backpropagation. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the deep neural network.
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Python for Deep Learning - Build Neural Networks in Python - What is Gradient Descent?
In this video, we will understand what Gradient Descent is. This clip is from the chapter "Gradient Descent Algorithm" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we will cover Gradient...
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Python for Deep Learning - Build Neural Networks in Python - SoftMax Function
In this video, you will learn about the SoftMax function. This clip is from the chapter "Activation Functions" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we will cover Activation functions.