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Articles tagged with #machine-learning
In this post, we will be discussing the basic steps in building a machine learning project. The process of building an ML project includes collecting the dataset, cleaning it, processing the data, training and testing of the model and deploying it. A...
As you may be knowing Logistic Regression is a Machine Learning algorithm. It is used for binary classification problems. We also have multiclass logistic regression, where we basically re-run the binary classification multiple times. It is a linear ...
The gradient descent algorithm is an approach to find the minimum point or optimal solution for a given dataset. It follows the steepest descent approach. That is it moves in the negative gradient direction to find the local or global minima, startin...
Today we are going to discuss some of the metrics in classification. Let us first look at the confusion matrix. The Accuracy is calculated as:- The False Positive Rate is calculated as given:- Here; TP:- True Positive TN:- True Negative FP:- Fals...
Recently I have come across many blogs which showcased the upsides of Julia and therefore claimed Julia may become the preferred language for data scientists in the coming future. They have highlighted the strengths of Julia language. So here are som...