Latest Posts From Arkaprabha Majumdar

Time Series And Machine Learning An Introduction (1)

Time Series Data and Machine Learning -Introduction [1/4]

We will survey a few historical examples of time series data and analysis in these fields in today’s article:
Medicine, Weather, Economics and Cosmology
Part 1/4

Overfitting And How To Solve It

Overfitting – What is it and How to Avoid Overfitting a model?

In this article, we’ll look at overfitting, and what are some of the ways to avoid overfitting your model.

Time Series And Machine Learning An Introduction (3)

Time Series & Machine Learning – Autocorrelation, Heteroskedasticity, ARIMA [3/4]

Autocorrelation, Heteroskedasticity, ARIMA and more

Time Series And Machine Learning An Introduction (2)

Time Series and Machine Learning – The mathematics beneath [2/4]

Let’s get into the math and statistics of time series.
Part 2/4

Linear Algebra 101

Linear Algebra for Machine Learning – Part 1/2

Everything needed in Linear Algebra for Machine Learning.

Linear Algebra 101 (1)

Linear Algebra for Machine Learning – Part 2/2

The second part of the Linear Algebra 101 for Machine Learning:
https://www.journaldev.com/44903/linear-algebra-101-for-machine-learning—part-1-2

Data Augmentation With SMOTE And ADASYN

SMOTE and ADASYN for handling imbalanced classification datasets

Today, I’m covering imbalanced classification problems in machine learning. The difficulty of dealing with imbalanced datasets is that the minority class would be overlooked by most machine learning approaches, although it is usually the most significant output in the minority class. So it is important to look into techniques like smote and adasyn.

Association Rule Mining Apriori 101

Apriori algorithm – Association Rule Mining

Association Rule Mining (or Market Basket Analysis). It has wide use in industry and is one of my favorite algorithms because of its simplicity and ingenuity. Today we’ll cover the Apriori Algorithm, which is used for Market Basket Analysis.

An Introduction To Machine Learning

An Introduction to Machine Learning

Let me take you through everything that resides within machine learning, what algorithms are present in each, and many of the recent discoveries in the field.

close
Generic selectors
Exact matches only
Search in title
Search in content