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Category - IT

All stuff related to Information and Technology (IT).

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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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How to train your dataset to get the best outcome

May 1, 2024
by pondabrothers
4 min read
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Data Preprocessing:Before training a model, it’s crucial to clean and prepare the data. This involves handling missing values, outliers, and noise. For example, suppose you have a dataset containing information about...

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List of useful sources for future technologies

April 22, 2024
by pondabrothers
12 min read
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In data science, it is crucial to have reliable data sources at your disposal in order to conduct analyses, build models, and draw conclusions. A few good places to look for data science resources are: Kaggle: Kaggle hosts a...

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Best useful cyber security tools for beginners

December 3, 2023
by pondabrothers
3 min read
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Cybersecurity professionals use a variety of tools to protect systems, networks, and data from threats. Here are some important tools commonly used in cybersecurity: Nmap (Network Mapper): A powerful open-source tool for...

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