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Last updated: May 20, 2022

Data Mining Algorithms

A very important station has arrived. You better sit tight and take your pens out. You might be well versed with the word "Algorithms". Now we will introduce to you what is the data mining algorithm. There are many but here we will discuss a few important ones. Let's first take a look at the part about choosing the right algorithm. What and how can one choose the right algorithm? Later we will be doing one-to-one discussions on these algorithms. We will briefly explain what it is and then dive into the mathematical details.
Top 10 Common Data Mining Algorithms
Choosing The Right Algorithm in Data Mining EASY
In this article, we will understand various data mining algorithms along with how to choose the most suitable one.
C4.5 Algorithm in Data Mining EASY
In this article, we will understand about C4.5 algorithm
K-mean Algorithm EASY
In this blog, We will see how implementation and theory of the K-mean Algorithm.
Support Vector Machines EASY
This article will try to improve your knowledge about the concept of Support Vector Machines. How do they work, what is the math behind them, etc.?
Apriori Algorithm EASY
In this blog, We will see how implementation and theory of the Apriori Algorithm.
Expectation-Maximization Algorithm EASY
This article will mainly give an overview of Expectation-Maximization, how it works, and why it is going to be used in different applications. We will also discuss the math included in it.
PageRank Algorithm
In this article, we will learn about the PageRank Algorithm.
AdaBoost Algorithm
In this article, we will discuss the AdaBoost algorithm in machine learning and its implementation in Python.
K-Nearest Neighbour Algorithm
In this article, we will discuss the K-nearest neighbour(KNN) algorithm and its implementation in Python.
Naive Bayes Algorithm EASY
This blog will discuss the Naive Bayes Algorithm and its Working, implementation. We will also discuss the Pros and cons, Applications, and Types of the Naive Bayes Algorithm.
Bayesian Belief Network MEDIUM
This article will discuss the Bayesian Belief Network, its component types, and example of it with detailed explanation.
CART (Classification And Regression Tree) in Machine Learning MEDIUM
This blog describes the Classification and Regression Tree(CART) Algorithm. We will discuss the Decision Tree, the Category of the CART algorithm, the Working of the CART algorithm, and its advantages.