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Subha

Subha

Boosting — Adaboost, Gradient Boost and XGBoost

When it comes to ensemble models, there are two major techniques — bagging and boosting. I have discussed about the bagging technique in…

Mar 29

Boosting — Adaboost, Gradient Boost and XGBoost

Mar 29

Subha

Bagging — Random Forest

‘Ensemble’ means a group of musicians performing together.

Mar 25

Bagging — Random Forest

Mar 25

Subha

Decision Trees

Decision tree is one of the most popular non-parametric supervised machine leaning algorithm used for both classification and regression…

Mar 21

Decision Trees

Mar 21

Subha

Support Vector Machines

Support Vector Machine is a highly powerful supervised learning algorithm which works best for smaller datasets but complex ones. SVM can…

Mar 19

Support Vector Machines

Mar 19

Subha

Linear Regression

Until now we have seen a bunch of classification algorithms and going forward too we will be looking into some more classification…

Mar 13

Linear Regression

Mar 13

Subha

Naive Bayes Algorithm

Naive bayes is a probability based machine learning algorithm which is based on bayes theorem. The Niave Bayes classifier is a common…

Mar 7

Naive Bayes Algorithm

Mar 7

Subha

Logistic Regression

Its another day, lets look into another algorithm.

Mar 7

Logistic Regression

Mar 7

Subha

12 Important Performance Metrics that every data scientist must know

Performance metrics is an essential part in machine learning to understand how well the model is performing. The key is to build a machine…

Feb 27

12 Important Performance Metrics that every data scientist must know

Feb 27

Subha

Understanding the Bias-Variance tradeoff

Understanding bias and variance, which have roots in statistics, is essential for any data scientist. Bias and Variance are two fundamental…

Feb 15

Understanding the Bias-Variance tradeoff

Feb 15

Subha

Handling missing values in dataset — 7 methods that you need to know

While working with data it is a common scenario for the data scientists to deal with missing values. Handling these missing values could…

Feb 13

Handling missing values in dataset — 7 methods that you need to know

Feb 13

Subha

Subha

Data Science Enthusiast | I try to simplify Data Science and other concepts through my blogs!! I tell my stories with data!

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