# Data Science Templates

Boost your programming skills with free SQL, R, Excel, and Python templates and create top-notch projects for your portfolio.Accelerate your workflow with code-ready data science templates from 365 Data Science instructors—designed to enhance efficiency in your programming projects.

Discover a myriad of valuable resources—from a time-saving data science cheat sheet to data analysis and visualization templates in Excel and ready-to-use SQL, R, and Python coding shortcuts.

Whether you’re unsure how to approach a task or work on a time-sensitive project, these templates are designed to streamline your work and enhance productivity.

Templates python

## Searching by Attributes with Beautiful Soup in Python Template

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## Searching for Тags with Beautiful Soup - find and find all in Python Template

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## Setting up Beautiful Soup and Choosing a Parser in Python Template

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## Reading from and Writing to Files in Python Template

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## Request Headers and Emulating a Browser in Python Template

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## R-squared and Adjusted R-squared with sklearn in Python Template

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## Visualizing Linear Regressions with Matplotlib in Python Template

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## Heatmaps and Dendrograms with seaborn in Python Template

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## The Elbow Method for K-Means Clustering in Python Template

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## K-Means Clustering of Numerical Data with sklearn in Python Template

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## Logistic Regression with statsmodels in Python Template

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## Confusion Matrix with statsmodels in Python Template

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## Linear Regression Model in Python - Predictions versus Targets Template

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## Dummy Variables with pandas in Python Template

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## The OLS Assumptions in Python – No Multicollinearity

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## OLS Assumptions in Python - Linearity Template

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## Removing Outliers with pandas in Python Template

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## Removing Missing Values with pandas in Python Template

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## Train and Test Split with sklearn in Python Template

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