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Machine Learning

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Machine Learning Tutorial
Last Updated: 10 October 2024
Machine Learning tutorial covers basic and advanced concepts, specially designed to cater to both students and experienced working professio...read more
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Tutorials
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100+ Machine Learning Projects with Source Code [2024]
Last Updated: 16 October 2024
Machine Learning gained a lot of popularity and become a necessary tool for research purposes as well as for Business. It is a revolutionary...read more
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Support Vector Machine (SVM) Algorithm
Last Updated: 10 October 2024
A Support Vector Machine (SVM) is a powerful machine learning algorithm widely used for both linear and nonlinear classification, as well as...read more
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One Hot Encoding in Machine Learning
Last Updated: 21 March 2024
Most real-life datasets we encounter during our data science project development have columns of mixed data type. These datasets consist of ...read more
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Linear Regression in Machine learning
Last Updated: 02 September 2024
Machine Learning is a branch of Artificial intelligence that focuses on the development of algorithms and statistical models that can learn ...read more
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Apriori Algorithm
Last Updated: 13 January 2022
Prerequisite - Frequent Item set in Data set (Association Rule Mining)Apriori algorithm is given by R. Agrawal and R. Srikant in 1994 for fi...read more
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Reinforcement learning
Last Updated: 04 September 2024
Reinforcement Learning: An OverviewReinforcement Learning (RL) is a branch of machine learning focused on making decisions to maximize cumul...read more
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Activation functions in Neural Networks
Last Updated: 16 July 2024
It is recommended to understand Neural Networks before reading this article. In the process of building a neural network, one of the choice...read more
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Decision Tree in Machine Learning
Last Updated: 15 March 2024
A decision tree in machine learning is a versatile, interpretable algorithm used for predictive modelling. It structures decisions based on ...read more
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Decision Tree
Last Updated: 17 May 2024
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Introduction to Convolution Neural Network
Last Updated: 10 October 2024
A Convolutional Neural Network (CNN) is a type of Deep Learning neural network architecture commonly used in Computer Vision. Computer visio...read more
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Logistic Regression in Machine Learning
Last Updated: 20 June 2024
Logistic regression is a supervised machine learning algorithm used for classification tasks where the goal is to predict the probability th...read more
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K-Nearest Neighbor(KNN) Algorithm
Last Updated: 15 July 2024
The K-Nearest Neighbors (KNN) algorithm is a supervised machine learning method employed to tackle classification and regression problems. E...read more
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Linear Regression (Python Implementation)
Last Updated: 03 September 2024
This article discusses the basics of linear regression and its implementation in the Python programming language. Linear regression is a sta...read more
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Naive Bayes Classifiers
Last Updated: 10 July 2024
A Naive Bayes classifiers, a family of algorithms based on Bayes' Theorem. Despite the "naive" assumption of feature independence, these cla...read more
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