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Machine Learning

1.6k+ posts
One Hot Encoding in Machine Learning
Last Updated: 18 April 2023
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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Python
Machine Learning
Elbow Method for optimal value of k in KMeans
Last Updated: 10 May 2023
Prerequisites: K-Means ClusteringIn this article, we will discuss how to select the best k (Number of clusters) in the k-Means clustering al...read more
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Search Algorithms in AI
Last Updated: 22 March 2023
Artificial Intelligence is the study of building agents that act rationally. Most of the time, these agents perform some kind of search algo...read more
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Technical Scripter 2018
Artificial Intelligence
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Linear Regression in Machine learning
Last Updated: 29 November 2023
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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Reinforcement learning
Last Updated: 18 April 2023
Reinforcement learning is an area of Machine Learning. It is about taking suitable action to maximize reward in a particular situation. It i...read more
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Activation functions in Neural Networks
Last Updated: 17 February 2023
It is recommended to understand Neural Networks before reading this article.In the process of building a neural network, one of the choices ...read more
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Agents in Artificial Intelligence
Last Updated: 05 June 2023
In artificial intelligence, an agent is a computer program or system that is designed to perceive its environment, make decisions and take a...read more
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Machine Learning
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Decision Tree in Machine Learning
Last Updated: 04 December 2023
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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Python | Decision tree implementation
Last Updated: 07 December 2023
Decision Tree is one of the most powerful and popular algorithms. Python Decision-tree algorithm falls under the category of supervised lear...read more
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ML | Underfitting and Overfitting
Last Updated: 31 August 2023
When we talk about the Machine Learning model, we actually talk about how well it performs and its accuracy which is known as prediction err...read more
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Decision Tree
Last Updated: 20 August 2023
A decision tree is one of the most powerful tools of supervised learning algorithms used for both classification and regression tasks. It bu...read more
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Supervised and Unsupervised learning
Last Updated: 04 December 2023
Machine learning is a field of computer science that gives computers the ability to learn without being explicitly programmed. Supervised le...read more
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Removing stop words with NLTK in Python
Last Updated: 16 May 2023
The process of converting data to something a computer can understand is referred to as pre-processing. One of the major forms of pre-proces...read more
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Linear Regression (Python Implementation)
Last Updated: 07 December 2023
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: 13 September 2023
This article discusses the theory behind the Naive Bayes classifiers and their implementation.Naive Bayes classifiers are a collection of cl...read more
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