My Articles

All my published articles categorized for easy access

This is my 50th article

This is my 100th 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

Resources for Python and Machine Learning

Machine Learning Roadmap for beginners

What is?

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

What is Data Science ?

What is Machine Learning?

What is deep learning ?

Data science

What is Data Visualization?

What is Data Cleaning?

What is Data Analysis?

Machine learning

What is Supervised Learning?

What is Unsupervised Learning?

What is Reinforcement Learning?

Types of Supervised Learning

Types of Unsupervised learning ?

Classification models

All classification models explained

Regression models

All Regression models explained

What is Transfer Learning?

What is AutoML?

What is No-Code ML?

Ways to improve your model accuracy

Deep learning

What is Natural Language Processing(NLP) ?

What is Computer Vision?

Concepts

Machine Learning

Underfitting and Overfitting

Feature scaling

Lasso and Ridge Regularization

What is Regularization?

Training and Test data

Do we need maths for Machine Learning?

What are Activation functions?

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

How to Debug in Python Without an IDE

Python libraries

Top 7 Python libraries for data science and machine learning in 2023

Top underrated libraries in machine learning

Most used functions in Pandas

Most used functions in NumPy

Python in 10 days

How to learn python in just 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

Most used Machine Learning models in supervised learning

Machine learning

What is Linear regression?

What is Logistic regression ?

what is Decision tree ?

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 Naive Bayes?

What is K-Means?

What is Kernel SVM?

What is Clustering?

What is Apriori?

What is Eclat Algorithm?

Deep learning

What are neural networks?

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

Top 15 machine learning projects that would enhance your resume

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

Lung cancer prediction model — Support Vector Machine

Brain Stroke Prediction Model — Random Forest Classifier

Body Fat Prediction — Random Forest Regressor

Credit Card Fraud Detection — Random Forest Classifier

Deep learning

Churn Modelling — Artificial Neural Network (ANN)

Digit recogniser — Artificial Neural Network (ANN)

Artificial Intelligence

Top AI Tools in 2023

Will Artificial Intelligence replace humans?

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

Blockchain & NFT

Minting NFTs on Ethereum Using Tatum NFT Express

Java

Top 4 Plugins for Apache JMeter Testing

DevOps

Setting Up the Right Internal Developer Platform for Your Team

How Shift Left Testing Ideology Can Secure Your Delivery Pipeline

Cloud

Cloud Native Security: Containers vs. Virtual Machines

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