Support Vector Machines in Python

When it comes to the implementation of Machine Learning algorithms, the list starts from linear regression to decision trees. They are of various types. Mainly when it comes to separations of data points along a linear axis the recommendations from the experts are: K-means clustering. Support Vector Machines. As we all know that an ML …

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Introduction to PyVista in Python

PyVista (previously `vtki`) is an adaptable assistance module and a high-level API for the Visualization Toolkit (VTK). It is a streamlined interface for the VTK that enables Python-based mesh analysis and 3D figure plotting. It was introduced in May 2019 by C. Bane Sullivan and Alexander A. Kaszynski (research paper). Before delving into the specifics …

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Building a Reddit Web Scraper in Python Programming

Reddit is home to countless communities, interminable discussions, and genuine human connections. Reddit has a community for every interest, including breaking news, sports, TV fan theories, and an endless stream of the internet’s prettiest animals. Using Python’s PRAW (Python Reddit API Wrapper) package, this tutorial will demonstrate how to scrape data from Reddit. PRAW is …

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An Ultimate Guide On Insider Threat Risks And Their Prevention

How To Ensure The Insider Threat Protection of Your Business Insider risks are becoming more prevalent. Insider assaults have risen dramatically in recent years, whether they originate from unintentional insiders who are vulnerable to phishing efforts or malevolent insiders who are looking to reveal critical data. According to some surveys, 70% of cybersecurity experts feel …

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A beginner’s tutorial to train a classifier model with unlabeled data using semi-supervised learning (SSL)

Traditionally, training computer vision models like classifiers required labeled data. Each example in the training data needed to be a pair: an image, and a human-generated label describing the image. Recently, new SSL techniques have delivered the most accurate models in computer vision for classic challenges like Imagenet. Semi-supervised learning (SSL) lets a model learn …

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When To Use Colon (:) in Python?

As we all know, Python is an easy-to-use and implement language with many freedoms in its syntax. This makes it perfect for even a beginner for making things like applications to design efficiently. But, like every other language, it also has some of the basic rules and regulations on which the whole code runs and …

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