Instructional Video7:37
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: Automatic Differentiation PyTorch New

Higher Ed
In this video, we will cover automatic differentiation PyTorch New.
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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)...
Instructional Video8:26
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Number of Neurons Versus Number of Layers

Higher Ed
In this video, we will cover number of neurons versus number of layers.
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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...
Instructional Video4:09
Curated Video

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

Higher Ed
In this video, we will cover language modelling next word prediction RNN architecture.
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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...
Instructional Video13:35
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 6

Higher Ed
In this video, we will cover language modelling next word prediction Python 6.
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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...
Instructional Video4:35
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Prediction Python 5

Higher Ed
In this video, we will cover language modelling next word prediction Python 5.
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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...
Instructional Video8:26
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Automatic Differentiation PyTorch

Higher Ed
In this video, we will cover automatic differentiation PyTorch.
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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...
Instructional Video5:53
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Feature Scaling

Higher Ed
In this video, we will cover feature scaling.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video7:49
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Derived Features Histogram of Gradients Local Binary Patterns

Higher Ed
In this video, we will cover derived features histogram of gradients local binary patterns.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data...
Instructional Video10:55
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Variance

Higher Ed
In this video, we will cover variance.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video2:51
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Machine Learning Cross Validation

Higher Ed
In this video, we will cover machine learning cross validation.
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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...
Instructional Video14:03
Curated Video

Arduino for Beginners - 2022 Complete Course - Activity 20 - Solution

Higher Ed
This video explains activity 20 - solution.<br<br/>/>

This clip is from the chapter "Photoresistor- Measure Luminosity" of the series "Arduino for Beginners - 2022 Complete Course".This section explains measuring luminosity.
Instructional Video1:25
Curated Video

Arduino for Beginners - 2022 Complete Course - Activity 14 - Measure the Duration of the pulseIn() Function

Higher Ed
This video explains activity 14 - measure the duration of the pulseIn() function.
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This clip is from the chapter "Ultrasonic Sensor - Measure Distances" of the series "Arduino for Beginners - 2022 Complete Course".This section...
Instructional Video9:23
Curated Video

Raspberry Pi For Beginners - 2022 Complete Course - Activity 03 - Solution

Higher Ed
This is the third activity solution video to compute max value inside a list.
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This clip is from the chapter "Programming with Python 3 – Conditions, Loops, and Lists" of the series "Raspberry Pi for Beginners - 2022 Complete...
Instructional Video2:06
Curated Video

Raspberry Pi For Beginners - 2022 Complete Course - Activity 03 - Compute Max Value Inside a List

Higher Ed
This is the third activity video to compute max value inside a list.
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br/>
This clip is from the chapter "Programming with Python 3 – Conditions, Loops, and Lists" of the series "Raspberry Pi for Beginners - 2022 Complete...
Instructional Video7:58
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - What Is Chain Rule

Higher Ed
This video explains about the chain rule.<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 Video8:21
Curated Video

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

Higher Ed
This video demonstrates the implementation in NumPy ForwardPass.
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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...
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 Video8:31
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Convolution and Pooling Details

Higher Ed
This video showcases convolution and pooling details.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the...