machine learning
Random Forest algorithm for Machine Learning
Random Forest is better than Decision Tree as the greater number of trees in the forest leads to higher accuracy...
Read More โEnd to End Project Multiple Disease Detection using ML
Project 1: Heart Disease Detection Machine Learning is used across numerous spheres around the world. The healthcare industry is no...
Read More โK-nearest Neighbor for Machine Learning
Analogy behind KNN: tell me about your friend (who your neighbors are) and I will tell you who you are....
Read More โDecision Tree for Machine Learning
Tree based algorithms are a popular family of related non-parametric and supervised methods for both classification and regression. The decision...
Read More โEnd to End Project Laptop Price Prediction using Machine Learning
Machine learning relies on AI to predict the future based on past data. If you’re a data science enthusiast or...
Read More โLogistic Regression for Machine Learning
Logistic Regression is one of the most used Machine learning algorithms among industries and academia. It is a supervised learning...
Read More โGradient Descent for Linear Regression
Gradient Descent is defined as one of the most commonly used iterative optimization algorithm of machine learning to train the...
Read More โNetflix Data Analysis Project using Python
Netflix is one of the most popular streaming services in the world, with a massive subscriber base. In this article...
Read More โSpotify Data Analysis Project using Python
Data analysis is an important field in business, research and many other areas. Among the many uses of this data,...
Read More โLinear Regression for Machine Learning
Linear regression is the statistical technique to find relationship between two or more variables. To predict the values of response...
Read More โWhat is GD, Batch GD, SGD, Mini-Batch GD?
What is Gradient Descent, Batch Gradient Descent, Stochastic Gradient Descent, Mini-Batch Gradient Descent? Gradient Descent This algorithm is a general...
Read More โTop 40 Data Science Interview Questions and Answers
1 โ What is F1 score? F1 score is a measure of the accuracy of a model. It is defined...
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