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Category - Education

Content related to education will be shared here.

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Useful generative ai examples with an explanation

July 25, 2024
by pondabrothers
7 min read
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Generative AI refers to a type of artificial intelligence that is capable of generating new content, such as images, text, music, or even videos, that is similar to what it has been trained on. It often uses deep learning...

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Easy way to detect pegasus and remove it from device

July 10, 2024
by pondabrothers
7 min read
1 Comment

Detecting and removing Pegasus spyware from a device (whether it’s a mobile, laptop, or server) involves several steps, given the sophistication of the spyware. Pegasus is known for its ability to evade detection, so...

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Best way for anomaly detection with source code

July 5, 2024
by pondabrothers
6 min read
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Anomaly detection is a crucial task in various domains such as finance, cybersecurity, healthcare, and industrial operations. There are several tools and libraries available that can assist in anomaly detection, ranging from...

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Easiest example of Artificial Intelligence Edge Computing with Code

July 4, 2024
by pondabrothers
7 min read
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Edge computing refers to the practice of processing data near the edge of the network where the data is generated instead of relying on centralized data centers. This approach is particularly useful in scenarios where real-time...

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Simple way to implement Naïve Bayes algorithm in Python

June 24, 2024
by pondabrothers
4 min read
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Naïve Bayes algorithm is a probabilistic classifier based on Bayes’ theorem, which assumes independence between features. It’s widely used in text classification, spam filtering, and recommendation systems due to its...

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How to implement supervised machine learning algorithms using scikit-learn

June 10, 2024
by pondabrothers
3 min read
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Supervised machine learning algorithms are models trained on labeled data, meaning the data is already tagged with the correct answer. These algorithms learn from the labeled examples provided during training to generalize...

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How to implement cognitive modeling using ACT-R?

June 9, 2024
by pondabrothers
3 min read
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Cognitive modeling is an interdisciplinary approach that aims to understand and simulate human cognitive processes, such as perception, memory, learning, problem-solving, and decision-making. It involves creating computational...

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How to implement Bayesian Networks and Probabilistic Graphical Models?

June 7, 2024
by pondabrothers
6 min read
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Bayesian Networks: Definition: Bayesian networks, also known as belief networks or directed graphical models, are graphical representations of probabilistic relationships among a set of variables. They consist of nodes...

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Secure your network from the POODLE and BEAST attacks

May 19, 2024
by pondabrothers
10 min read
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Disable SSL 3.0 and TLS 1.0: Since both attacks target SSL 3.0 and TLS 1.0, disabling support for these older, vulnerable protocols on your servers and clients is the most effective measure. Ensure that your servers are...

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How to use K-Means and DBSCAN Algorithm for unsupervised learning tasks

May 16, 2024
by pondabrothers
6 min read
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K-Means Algorithm: Explanation:K-Means is a popular clustering algorithm used for partitioning a dataset into a set of K distinct, non-overlapping clusters. The algorithm aims to minimize the within-cluster variance, meaning...

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