machine learning

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

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...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

End 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...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

K-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....

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Decision 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...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

End 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...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Logistic Regression for Machine Learning

Logistic Regression is one of the most used Machine learning algorithms among industries and academia. It is a supervised learning...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Gradient Descent for Linear Regression

Gradient Descent is defined as one of the most commonly used iterative optimization algorithm of machine learning to train the...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Netflix 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...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Spotify 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,...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Linear Regression for Machine Learning

Linear regression is the statistical technique to find relationship between two or more variables. To predict the values of response...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

What 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...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Top 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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