Instructional Video5:03
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Perceptron

Higher Ed
This video explains about Perceptron.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation for...
Instructional Video6:56
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Initializing the Classes

Higher Ed
This video demonstrates the initializing of the classes.<br<br/>/>

This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL DQN.
Instructional Video3:28
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Hyperparameters

Higher Ed
This video explains about the DNN hyperparameters.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video8:16
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN ForwardStep Implementation

Higher Ed
This video explains about the implementation of DNN ForwardStep.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses...
Instructional Video3:53
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Dropout

Higher Ed
This video explains about the DNN Dropout.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation...
Instructional Video4:28
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Architecture Exercise Solution

Higher Ed
This is an exercise solution video on DNN architecture.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the...
Instructional Video2:00
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Architecture Exercise

Higher Ed
This is an exercise video on DNN architecture.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video11:16
Packt

Fundamentals of Neural Networks - Purpose of Neural Networks

Higher Ed
This video explains the purpose of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains artificial neural networks where you will learn every...
Instructional Video9:32
Packt

Fundamentals of Neural Networks - Backward Propagation Through Time

Higher Ed
Backpropagation through time (BPTT) is a gradient-based technique for training certain types of recurrent neural networks. It can be used to train Elman networks. The algorithm was independently derived by numerous researchers. This clip...
Instructional Video3:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Weighted Sums

Higher Ed
In this video, you will learn about weighted sums.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep...
Instructional Video1:55
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Theory of Perceptron

Higher Ed
In this video, we will discuss about the theory of perceptron.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will...
Instructional Video3:28
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Testing (NN Implementation)

Higher Ed
In this video, you will learn how to test our neural network.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper...
Instructional Video6:06
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Solution and Regularization

Higher Ed
In this video, we will look at the possible solution to our quiz question, using regularization.
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This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In...
Instructional Video3:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Sigmoid Function

Higher Ed
In this video, you will learn about the Sigmoid function.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
Instructional Video2:29
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Sigma Prime

Higher Ed
In this video, you will learn about Sigma Prime.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep...
Instructional Video3:50
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Training Part 2

Higher Ed
In this video, we will work on our perceptron training.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover the...
Instructional Video12:17
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Neural Network Architecture

Higher Ed
In this video, you will learn about neural network architecture.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive...
Instructional Video1:45
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Logistic Regression Algorithm

Higher Ed
In this video, we will talk about the logistic regression algorithm.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive...
Instructional Video3:19
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - L1 and L2 Regularization

Higher Ed
In this video, we will discuss L1 and L2 regularization.
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This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
Instructional Video5:47
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Implementing Basic Perceptron

Higher Ed
In this video, you will learn how to implement the basic perceptron in our notebook.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In...
Instructional Video4:45
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Gradient Descent Versus Perceptron

Higher Ed
In this video, we will understand the difference between gradient descent and perceptron.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this...
Instructional Video12:26
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 4

Higher Ed
In this part, we will work on predict, accuracy, and neural network functions.
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This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last section,...
Instructional Video13:05
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 3

Higher Ed
In this part, we will work on the sigmoid, backpropagation, and train functions.
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This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last...
Instructional Video13:23
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 2

Higher Ed
In this part, we will work on the initialization functions and the feedforward.
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This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last...