Ensemble Technique- Bagging Photo by Pixabay from Pexels Decision Trees Decision trees are supervised machine learning algorithm that is used for both classification and regression tasks.
Tag: Machine Learning
Important Terms in Statistics- Machine Learning
Statistics and Probability Concepts Photo by Mikael Blomkvist from Pexels In machine learning, statistics and probability play an important role. Whenever we infer population parameters from
Bias vs Variance Trade-off — Clearly Explained
Bias vs Variance, Overfitting vs Underfitting Photo by Gabby K from Pexels Why we need a bias-variance tradeoff In machine learning, we collect data and build
Hypothesis Testing- Test of Mean, Variance, Proportion
Statistics p-value approach, critical value approach, confidence interval approach Photo by Pixabay from Pexels Hypothesis Testing Hypothesis testing is used to determine whether the assumption about the
The Concepts Behind Logistic Regression
Sigmoid function, Log Loss, Odds Ratio, Model coefficient, Metrics Photo by Mikael Blomkvist from Pexels Logistic Regression Logistic Regression is one of the supervised machine learning
Unpacking Lists and Tuples in Python
Unpack multiple values, ignore some, handle errors, and more Photo by Markus Spiske on Unsplash. Packing means collecting several values into a single variable (tuple), like a=’red’,’square’,’apple’.
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