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Aditya Kumar Pandey
Aditya Kumar Pandey

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Bank Direct Marketing System using Machine Learning

Direct marketing is the most effective marketing method to directly target the audience and measure the effective result. Before jumping to this case study let’s first understand the idea behind direct marketing. Direct marketing is a technique that is used to contact the customers directly using e-mail, messages, calls, etc…

Direct Marketing

14 min read

Bank Direct Marketing System using Machine Learning
Bank Direct Marketing System using Machine Learning
Direct Marketing

14 min read


Jun 29, 2021

K-Nearest Neighbor(KNN) algorithm in Machine Learning

Contents Introduction How does KNN work? Euclidean Distance Manhattan Distance KNN with the imbalanced dataset. Lazy Learners. Advantages and disadvantages. K-nearest neighbor (KNN) is one of the most important supervised machine learning algorithms. It is used for both classifications as well as a regression problem. It is used to classify the…

Knn Algorithm

5 min read

K-Nearest Neighbor(KNN) algorithm in Machine Learning
K-Nearest Neighbor(KNN) algorithm in Machine Learning
Knn Algorithm

5 min read


Jan 12, 2021

Machine Learning Algorithms — Linear Regression in Hindi

Machine Learning Algorithms — Linear Regression in Hindi — Is post me hum bat Karne wale hai linear regression k bare me. Jab bhi hum machine learning ke algorithms ko padhna start karte hai to hum start linear regression algorithm ke saath karte hai. So, aaj iss post me hum…

4 min read

Machine Learning Algorithms — Linear Regression in Hindi — Code4Hub
Machine Learning Algorithms — Linear Regression in Hindi — Code4Hub

4 min read


Dec 11, 2020

Random Forest Algorithm in Machine Learning

Machine learning is a technique of building a model by using different techniques and algorithms. Here I am not going to discuss the detail of machine learning. we will learn about the random forest algorithm of machine learning. …

What Is Random Forest

3 min read

Random Forest Algorithm in Machine Learning
Random Forest Algorithm in Machine Learning
What Is Random Forest

3 min read


Oct 4, 2020

A Simple Explanation of K-Means Clustering

This article was published as a part of the Data Science Blogathon. Overview K-means clustering is a very famous and powerful unsupervised machine learning algorithm. It is used to solve many complex unsupervised machine learning problems. …

What Is K Means Cluster

6 min read

A Simple Explanation of K-Means Clustering
A Simple Explanation of K-Means Clustering
What Is K Means Cluster

6 min read


Sep 17, 2020

AdaBoost- A Boosting Algorithm | In-depth Maths Intuition

Adaboost is also known as Adaptive Boosting. It is the first boosting algorithm that every machine learning enthusiast learns. This post is going to explain the in-depth explanation of AdaBoost and also the maths behind this algorithm. Now let’s start with the introduction of AdaBoost. AdaBoost is the ensemble learning…

What Is Adaboost

4 min read

AdaBoost- A Boosting Algoritm| In-depth Math Intuition
AdaBoost- A Boosting Algoritm| In-depth Math Intuition
What Is Adaboost

4 min read


Aug 13, 2020

Decision Tree Entropy|Entropy Calculation

A decision tree is a very important supervised learning technique. It is basically a classification problem. It is a tree-shaped diagram that is used to represent the course of action. It contains the nodes and leaf nodes. it uses these nodes and leaf nodes to draw the conclusion. Here we…

Calculate Entropy

3 min read

Decision Tree Entropy|Entropy Calculation
Decision Tree Entropy|Entropy Calculation
Calculate Entropy

3 min read


Jul 19, 2020

What is a Linear Regression?

Whenever we start our journey into the Machine Learning, linear regression is the first basic algorithm which we study into the regression problem. It is a very straightforward, easy but very important algorithm. So let’s see what this linear regression is? “The linear regression algorithm establishes the relationship between the…

Linear Regression

3 min read

What is a Linear Regression?
What is a Linear Regression?
Linear Regression

3 min read


Jul 6, 2020

Credit Risk

Everyone used to hear about the credit risk in his daily life, especially people who are working in finance, banking, or people who are working as a business analyst. So what is this credit risk? How does it occur? Well, let us understand this with the definition of credit risk. …

What Is The Credit Risk

2 min read

Credit Risk
Credit Risk
What Is The Credit Risk

2 min read

Aditya Kumar Pandey

Aditya Kumar Pandey

6 Followers

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