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BeginningDataScience

A repo with materials for beginners to learn general data science & computer science concepts

Contents

CompareValuesBetweenDataFrames: Using pandas to compare values between two DataFrames with identitcal columns / features

DataFramePivot: How to pivot your pandas DataFrame

EstimatorCumulativeDistributionFunction: Empirical Cumulative Distribution Function (ECDF)

MachineLearningAlgorithms: A quick introduction to scikit-learn & Machine Learning algorithms

PlottingErrorBars: How to add error bars to both bar charts and line charts in Python

SimplifyLoopingWithCounters: Simple guide on iteration

Slicing2DArrays: Slicing 2 Dimensional Arrays with NumPy

SweetvizQuickEDA: Automating EDA using Sweetviz

UnderamplingOversampling: Undersampling & Oversampling techniques for imbalanced classification

WorkingWithJSON: Extract data from json files using json_normalize

Folders

BasicSQL: Basic SQL for beginners

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A repo with materials for beginners to learn general data science & computer science concepts

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