Instructional Video4:09
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN Optimizations

Higher Ed
In this video, we will cover DNN optimizations.
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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...
Instructional Video4:22
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Updating Weights in Python

Higher Ed
In this video, you will learn how to update weights in Python.
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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 Video2:03
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Gradient Step

Higher Ed
In this video, we will break down the gradient step and learn how to update weight and biases.
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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...
Instructional Video11:08
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Backpropagation

Higher Ed
This video explains backpropagation.
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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...
Instructional Video4:03
Curated Video

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

Higher Ed
This video explains about DNN optimizations.
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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 Video3:08
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Local Minima Problem

Higher Ed
In this video, we will talk about the local minima problem.
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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 Video9:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Gradient Descent in RNN: Backpropagation Through Time

Higher Ed
In this video, we will cover backpropagation through time.
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This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video10:29
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Why Derivatives

Higher Ed
This video explains the need of derivatives.<br<br/>/>

This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient descent in CNNs.
Instructional Video19:42
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation in NumPy BackwardPass 5

Higher Ed
This is fifth of the five-part video on implementation in NumPy BackwardPass.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section...
Instructional Video12:21
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation in NumPy BackwardPass 4

Higher Ed
This is fourth of the five-part video on implementation in NumPy BackwardPass.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section...
Instructional Video9:08
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation in NumPy BackwardPass 3

Higher Ed
This is third of the five-part video on implementation in NumPy BackwardPass.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section...
Instructional Video4:37
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation in NumPy BackwardPass 2

Higher Ed
This is the second of the five-part video on implementation in NumPy BackwardPass.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This...
Instructional Video6:48
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation in NumPy BackwardPass 1

Higher Ed
This is first of the five-part video on implementation in NumPy BackwardPass.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section...
Instructional Video8:20
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Gradients of MaxPooling Layer

Higher Ed
This video explains gradients of the MaxPooling layer.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient...
Instructional Video9:01
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Gradients of Convolutional Layer

Higher Ed
This video explains gradients of the convolutional layer.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient...
Instructional Video9:05
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Applying Chain Rule

Higher Ed
This video explains how to apply the chain rule.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient descent...
Instructional Video6:46
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Gradient Descent Implementation

Higher Ed
This video explains about the implementation of gradient descent.
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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 Video4:24
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Vanishing Gradient Problem

Higher Ed
In this video, we will talk about the vanishing gradient problem.
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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 Video3:22
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Use of Derivatives

Higher Ed
In this video, we will discuss the uses of derivatives.
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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...
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 Video3:45
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - How Gradient Descent Works

Higher Ed
In this video, we will understand how gradient descent works.
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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 Video2:26
Curated Video

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

Higher Ed
In this video, you will learn how to implement helper functions in 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...
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 Video2:39
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Convex Functions

Higher Ed
In this video, we will discuss about convex functions.
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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...