#data-science

8 posts

Machine LearningData Science

Mastering Logistic Regression: Tackling Non-Linear Data with Feature Transformation

January 14, 20267 min read

#machine-learning#logistic-regression#feature-engineering#data-science
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Federated LearningData Science

How to Split a Centralized Dataset for Federated Learning Simulation

August 7, 20258 min read

#federated-learning#machine-learning#data-science#privacy
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Data SciencePython

Row by Row: A Guide to Iterating Over Pandas DataFrames with iterrows() and loc[]

May 1, 20253 min read

#python#pandas#data-science#data-manipulation
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Data ScienceDeveloper Tools

An elegant way to split a Dataset into Train, Validation, and Test splits in Batch Script

June 9, 20232 min read

#batch-script#data-science#dataset-split#windows
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Data VisualizationPython

Plotting Stacked Bar Chart in Python using Matplotlib

August 1, 20212 min read

#python#matplotlib#data-visualization#data-science
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Data VisualizationPython

Plotting Grouped Bar Chart in Matplotlib

July 30, 20212 min read

#python#matplotlib#data-visualization#data-science
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Data VisualizationPython

Magnifying Dense regions in Matplotlib plots

August 1, 20201 min read

#python#matplotlib#data-visualization#data-science
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Machine LearningData Science

Evaluation Metrics Part 1

June 20, 20204 min read

#machine-learning#data-science#evaluation-metrics#statistics
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