machine learning

ROC and AUC

In machine learning problems, evaluating a model is as important as building one. Without evaluation, the whole process of formulating the business problem and...

Decision Tree Algorithm Facts and Fundamentals

What is the decision tree? It could be a sort of machine learning algorithm. Which comes under Supervised learning(having a predefined target variable) that is...

Classifiers in Machine Learning

What is a classification in machine learning? Classification is a problem where it uses machine learning algorithms that learn how to assign a class if...

Everything you need to know about Deep Learning

The developments of computer programs that will access data and use it to learn for themselves are the important features of Machine learning. The...

Understanding Linear Regression in Machine Learning

What is Regression? Regression is the kind of predictive analysis that investigates the relationship between the response (dependent) variable and explanatory (independent) variable. Regression is the...

Machine Learning Techniques Every Aspiring Data Scientist Should Know

In the IT industry, tools, techniques, frameworks, and technology are disruptive, as new methodologies, techniques are in constant iteration with time. Radical change and...

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