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Abstract Paint

Feature Selection

Univariate Selection 

Feature Importance

Correlation matrix

Heatmap

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Abstract Bubbles

Data Analysis and Machine Learning in R Studio

Training

Standardizing

Data Cleaning

Splitting

Validating

Graphs

Analytics

Testing

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Paint Abstract Blue

Data Analysis and Machine Learning in Python

Training

Standardizing

Data Cleaning

Splitting

Validating

Graphs

Analytics

Testing

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Paint Abstract Pink

Clustering

Gaussian Mixture Model

Mini-Batch K-means

K-Means

DBSCAN

BIRCH

Graphs

Analytics

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Paint Abstract Green

Classification

Multi-class classification

Binary Classification

Predictive Modelling

Graphs

Analytics

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Abstract Liquid

Regression

Polynomial Regression

Linear Regression

Logistic Regression

Support Vector Regression

Many more

Analytics

Graphs

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