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Instructional Video7:26
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: Perceptron Implementation Instructional Video
Curated Video

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

Higher Ed
In this video, we will cover Perceptron implementation.
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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...
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Instructional Video3:16
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN What is Loss Function Exercise 02 Solution Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN What is Loss Function Exercise 02 Solution

Higher Ed
In this video, we will cover what is loss function exercise 02 solution.
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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...
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Instructional Video4:35
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN Weights Initializations Instructional Video
Curated Video

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

Higher Ed
In this video, we will cover DNN weights initializations.
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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...
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Instructional Video3:03
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN Gradient Descent Exercise Instructional Video
Curated Video

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

Higher Ed
In this video, we will cover DNN gradient descent exercise.
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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...
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Instructional Video5:59
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN Gradient Descent Instructional Video
Curated Video

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

Higher Ed
In this video, we will cover DNN gradient descent.
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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...
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Instructional Video8:22
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN ForwardStep Implementation Instructional Video
Curated Video

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

Higher Ed
In this video, we will cover DNN ForwardStep implementation.
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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...
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Instructional Video11:08
Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Backpropagation Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Backpropagation

Higher Ed
In this video, we will cover backpropagation.
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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...
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Instructional Video8:12
Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Gradient Descent Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Gradient Descent

Higher Ed
In this video, we will cover gradient descent.
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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...
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Instructional Video18:48
Data Science and Machine Learning (Theory and Projects) A to Z - Applications of RNN (Motivation): Activity Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Applications of RNN (Motivation): Activity

Higher Ed
In this video, we will cover activity.
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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 this section, we...
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Instructional Video7:27
Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 3 Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 3

Higher Ed
In this video, we will cover language modelling next word prediction Python 3.
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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...
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Instructional Video9:03
Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 2 Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 2

Higher Ed
In this video, we will cover language modelling next word prediction Python 2.
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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...
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Instructional Video7:12
Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 1 Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 1

Higher Ed
In this video, we will cover language modelling next word prediction Python 1.
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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...
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Instructional Video14:52
Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: Weight Sharing Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: Weight Sharing

Higher Ed
In this video, we will cover weight sharing.
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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 this section,...
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Instructional Video3:21
Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: ManyToMany Model Solution 02 Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: ManyToMany Model Solution 02

Higher Ed
In this video, we will cover ManyToMany model solution 02.
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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...
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Instructional Video5:19
Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: MLE Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: MLE

Higher Ed
In this video, we will cover MLE.
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Instructional Video9:46
Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: Logistic Regression Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: Logistic Regression

Higher Ed
In this video, we will cover logistic regression.
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Instructional Video5:17
Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: DNN Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: DNN

Higher Ed
In this video, we will understand DNN.
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Instructional Video9:04
Data Science and Machine Learning (Theory and Projects) A to Z - Object Detection: HOG Features Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Object Detection: HOG Features

Higher Ed
In this video, we will cover HOG features.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
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Instructional Video6:47
Data Science and Machine Learning (Theory and Projects) A to Z - Multiple Random Variables: Multivariate Gaussian Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Multiple Random Variables: Multivariate Gaussian

Higher Ed
In this video, we will cover multivariate Gaussian.
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Instructional Video9:25
Data Science and Machine Learning (Theory and Projects) A to Z - Image Processing: Edge Detection Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Image Processing: Edge Detection

Higher Ed
In this video, we will cover edge detection.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
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Instructional Video9:16
Data Science and Machine Learning (Theory and Projects) A to Z - Gradient Descent in CNNs: Example Setup Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Gradient Descent in CNNs: Example Setup

Higher Ed
In this video, we will cover example setup.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
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Instructional Video6:24
Data Science and Machine Learning (Theory and Projects) A to Z - Yolo: Yolo Algorithm Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Yolo: Yolo Algorithm

Higher Ed
In this video, we will cover Yolo algorithm.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
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Instructional Video6:34
Data Science and Machine Learning (Theory and Projects) A to Z - Vanishing Gradients in RNN: Attention Model Optional Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Vanishing Gradients in RNN: Attention Model Optional

Higher Ed
In this video, we will cover attention model optional.
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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...
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Instructional Video25:56
Data Science and Machine Learning (Theory and Projects) A to Z - TensorFlow: TensorFlow Text Classification Example using RNN Instructional Video
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - TensorFlow: TensorFlow Text Classification Example using RNN

Higher Ed
In this video, we will cover TensorFlow text classification example using RNN.
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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...
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