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Tag - algorithm

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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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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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