My Articles

All my published articles categorized for easy access

This is my 50th article

Introductory articles

If you are a beginner and don’t know where to start just read these articles these will guide you on how to start

How to start with Machine Learning and Data Science

An introduction to Machine learning and Artificial Intelligence

How to learn machine learning in just 10 days

How to learn python in just 10 days

What is?

I’ve written a series of articles in which I’ve explained the various topics.

What is deep learning ?

What is Data Science ?

Machine learning

What is Supervised Learning?

Deep learning

What is Natural Language Processing(NLP) ?

Difference between

This section will explain the distinctions between topics.

Difference between Artificial Intelligence, Machine Learning, Deep Learning, and Data Science

Difference between classification and regression models

Difference between Supervised and Unsupervised Learning

Python

All about Python.

Basic topics in python for beginners

Best Python libraries for Machine learning

Resources for python and machine learning

How to Debug in Python Without an IDE

Python in 10 days

Day 1 of learning python

Day 2 of learning python

Day 3 of learning python

Models

Different models have been explained in the respective fields.

All machine learning models explained

Most used Machine Learning models in supervised learning

Machine learning

What is Linear regression?

What is Logistic regression ?- introduction to machine learning models

what is Decision tree ?- an introduction to machine learning algorithms

What are Random forests ?

What is Polynomial Regression ?

What is support vector machine (SVM) ?

What is support vector regression (SVR) ?

What is K-Nearest Neighbor(KNN) ?

What is K-Means?

What is Naive Bayes?

Deep learning

what are neural networks?-an introduction to machine learning algorithms

What are Recurrent Neural Networks (RNN) ?

What are Artificial Neural Network (ANN)?

What are Convolutional Neural Network (CNN)?

Projects

Projects summarised into articles with source code

Top 7 beginner projects in Machine Learning

Top 10 beginner projects in Machine Learning

Machine learning

House prediction model — linear regression

Titanic survivors — logistic regression

position salary — polynomial regression

Vehicle insurance — Random forest classifier

Health Insurance Price Prediction — Random Forest Regressor

Travel insurance — Decision tree classifier

Car price prediction — Decision Tree Regressor

Iris classification — Support Vector Machine

Position salary — Support vector regression (SVR)

Stress Detection through Sleep — K-Nearest Neighbor(KNN)

Breast Cancer — Naive Bayes

Deep learning

Churn Modelling — Artificial Neural Network (ANN)

Digit recogniser — Artificial Neural Network (ANN)

Big data

How Data Virtualization Can Help Your Big Data Project

Kubernetes

7 Open Source Kubernetes Developer Tools to Follow in 2022

How to Diagnose OOMKilled Error in Kubernetes Application

Understanding the Principle of Least Privilege

8 Industry-Standard Tools to Reduce Dependency Risks