Data Science Dojo

JULY 31, 2024

In the context of Artificial Intelligence (AI), a modality refers to a specific type or form of data that can be processed and understood by AI models. Images : This involves visual data, including photographs, drawings, and any kind of visual representation in digital form. How it Works?

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AI AI Supervised Learning Analytics 367

Data Science Dojo

JULY 31, 2024

In the context of Artificial Intelligence (AI), a modality refers to a specific type or form of data that can be processed and understood by AI models. Primary modalities commonly involved in AI include: Text : This includes any form of written language, such as articles, books, social media posts, and other textual data.

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AI AI Supervised Learning Data Preparation 195

PyImageSearch

SEPTEMBER 16, 2024

Machine Learning Methods Machine learning methods ( Figure 7 ) can be divided into supervised, unsupervised, and semi-supervised learning techniques. Figure 7: Machine learning methods for identifying outliers or anomalies (source : Turing ). We will start by setting up libraries and data preparation.

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The MLOps Blog

FEBRUARY 22, 2024

However, if architectural or memory-based approaches are available, the regularization-based techniques are widely used in many continual learning problems more as quickly delivered baselines rather than final solutions. There is no incremental training and no continual learning.

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Machine Learning Machine Learning ML ML 59

How to Learn Machine Learning

MARCH 25, 2025

At the core of machine learning, two primary learning techniques drive these innovations. These are known as supervised learning and unsupervised learning. Supervised learning and unsupervised learning differ in how they process data and extract insights.

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Supervised Learning Machine Learning Machine Learning Algorithm 59