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Data Science Algorithms: XGBoost

Used for classification and regression. Popular on gaggle platform

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Statistics - Distribution

Covered three types - Binomial, Poisson and Normal

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Data Visualization - Tableau

Exploring data visualization tool Tableau

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Data Science Algorithms: Random Forest

Used for both classification as well as regression

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Data Science Algorithms: Decision Trees

Supervised machine learning algorithm for classification and regression

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Statistics - Maximum Likelihood Estimation

Information about MLE and its advantages - disadvantages

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Data Science Algorithms: Multiple Linear Regression

A regression algorithm [supervised learning]

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Data Science Algorithms: Simple Linear Regression

A regression algorithm [supervised learning]

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Data Science Algorithms : Naive Bayes

A classification algorithm (supervised learning)

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