Confusion matrix in machine learning
A confusion matrix is a N x N matrix that is used to interpret model evaluation performance systematically. Here N is the number of...
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rishabhdwivedi062
- Sep 23, 2022
- 2 min
How to optimize linear regression model using gradient descent.
It is an optimization algorithm that works iteratively and aims to find the minimum value of a convex function with respect to a set of...
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rishabhdwivedi062
- Sep 4, 2022
- 3 min
Data exploration and preprocessing in machine learning - House Price Prediction.
Data exploration and preprocessing are the key aspects of machine learning. With proper exploration and preprocessing we can enhance the...
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rishabhdwivedi062
- Aug 29, 2022
- 1 min
What is descriptive statistics in machine learning?
Descriptive statistics are calculated only for numerical variables. It gives us the detailed results of our dataset which includes mean,...
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rishabhdwivedi062
- Aug 19, 2022
- 2 min
Types of machine learning algorithms.
Machine learning contains a set of algorithms that work on a huge amount of data. Data is fed to these algorithms to train them, and on...
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rishabhdwivedi062
- Aug 15, 2022
- 2 min
What is Machine Learning? Understand it with a real world example!
Machine learning is the ability of machines to learn from past experiences and predict future outcomes. Therefore it is an art to teach...
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