CaseGuard Resources

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What is Self-Supervised Learning? A Cutting Edge Approach
August 11, 2022 | 4 minutes read
What is Self-Supervised Learning? A Cutting Edge Approach

Self-supervised learning is an emerging technique within the field of AI that hinges on a model training itself on one portion of data input.

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India, Twitter, and Content Moderation, New Lawsuit
August 10, 2022 | 5 minutes read
India, Twitter, and Content Moderation, New Lawsuit

In July of 2022, it was announced that multinational technology corporation Twitter, Inc. was suing the Indian government.

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Meta, HIPAA, and New Accusations of Privacy Violations
August 10, 2022 | 5 minutes read
Meta, HIPAA, and New Accusations of Privacy Violations

On Aug. 10, 2022, it was announced that Meta Platforms Inc., formerly known as Facebook, was facing accusations of violating personal privacy.

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The Markov Chain, Probabilities, New ML Approaches
August 09, 2022 | 4 minutes read
The Markov Chain, Probabilities, New ML Approaches

A Markov Chain is a math concept that is used to describe transitions from one state to another in accordance with a specific set of probabilistic rules.

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What is a Modular Neural Network? Weak vs. Strong Learners
August 09, 2022 | 4 minutes read
What is a Modular Neural Network? Weak vs. Strong Learners

Modular neural networks refer ANNs that are comprised of several different neural networks that are connected together in conjunction with an intermediary.

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LSTM and Neural Networks, a Unique Approach to Deep Learning
August 08, 2022 | 4 minutes read
LSTM and Neural Networks, a Unique Approach to Deep Learning

Generally speaking, an LSTM will be comprised of four different neural networks, as well as several different memory blocks.

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Feed-Forward Neural Networks, New Deep Learning Models
August 08, 2022 | 4 minutes read
Feed-Forward Neural Networks, New Deep Learning Models

Feed-forward neural networks are the simplest form of neural network that software developers can use to create deep learning applications.

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Structured vs Unstructured Data, Uses in the Business World
August 05, 2022 | 4 minutes read
Structured vs Unstructured Data, Uses in the Business World

From mobile devices to computers, all major technology products that are available to consumers around the world function in accordance with data.

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Semi-Structured Data, Uses in the Business Landscape
August 05, 2022 | 4 minutes read
Semi-Structured Data, Uses in the Business Landscape

Common applications of semi-structured data include metadata, Optical Character Recognition, and Extensible Markup Language, among others.

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3 Applications of Perceptrons in the Business World
August 04, 2022 | 5 minutes read
3 Applications of Perceptrons in the Business World

3 common applications of multilayer perceptrons in business include data compression, data encryption, and user profiling/customer ranking.

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3 Applications of RNNs in the Current Business Landscape
August 04, 2022 | 4 minutes read
3 Applications of RNNs in the Current Business Landscape

3 common applications of recurrent neural networks in the current business landscape include machine translation, speech recognition, and call center analysis.

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Multilayer Perceptrons, Old Concepts, and New Products
August 03, 2022 | 4 minutes read
Multilayer Perceptrons, Old Concepts, and New Products

A multilayer perceptron (MLP) is a deep artificial neural network that is comprised of more than one perceptron and dates back to 1943.

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