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.
Distance-Based Algorithm in Data Mining MEDIUM
In this article, we will learn about distance-based algorithms in data mining, their working principles, types, and applications in clustering and classification tasks.
Top 10 Common Data Mining Algorithms
It is the process of extracting meaningful patterns (non-trivial, implicit, potentially useful, previously unknown) in huge data sets. As we know, we...
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 Algorithm EASY
Explore support vector machine (SVM) types, advantages, applications, and implementation. Learn how SVM works with linearly separable and inseparable classes.
Apriori Algorithm EASY
Explore the Apriori algorithm: its properties, components, advantages, disadvantages, and tips to enhance efficiency. Learn how to optimize your data mining process.
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.
Multilevel Association Rule in Data Mining EASY
In this article, we will talk about the Multilevel Association Rule in Data Mining. We will also see some algorithms and approaches used in this rule.
Author jay_03
0 upvotes
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.