Kernel trick

• How CNNs work
• Image translation
• IT Certification Exams
• Kernel trick

Evaluating SVM on the original dataset – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-06-07

We evaluate the performance of the original dataset to...

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• Image translation
• IT Certification Exams
• Kernel trick
• Real-world applications

Implementing an SVM with the default hyperparameters – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-05-23

Hyperparameters in SVMs are parameters that are not learned...

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• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

Introducing the CIFAR-10 dataset – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-04-12

Introducing the CIFAR-10 dataset The CIFAR-10 dataset is a...

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• Checking for class imbalance
• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

Image translation – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-03-09

Image rotation Image rotation is a technique where an...

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• How CNNs work
• Image translation
• IT Certification Exams
• Kernel trick

Labeling images using transformations – Labeling Image Data Using Rules

Leslie Pierce 2023-12-30

In this section, let us see the different types...

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• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

Example 2 – image classification – dog and cat images – Labeling Image Data Using Rules

Leslie Pierce 2023-09-04

Let us see another example of labeling images to...

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• Checking for class imbalance
• Image translation
• IT Certification Exams
• Kernel trick

Labeling images using rules based on properties – Labeling Image Data Using Rules

Leslie Pierce 2023-06-01

Let us see an example of Python code that...

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• How CNNs work
• Image translation
• IT Certification Exams
• Kernel trick

Rules based on the manual visualization of an image’s object color – Labeling Image Data Using Rules

Leslie Pierce 2022-12-21

In this section, let us see how we can...

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• Image translation
• IT Certification Exams
• Kernel trick
• Real-world applications

Image labeling using rules with Snorkel – Labeling Image Data Using Rules

Leslie Pierce 2022-11-07

Snorkel is an open source data platform that provides...

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• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

Technical requirements – Labeling Image Data Using Rules

Leslie Pierce 2022-09-16

In this chapter, we will explore data labeling techniques...

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