Notebooks

Articles adapted from Jupyter/Kaggle notebooks and practical experiments.

first machine learning model
Machine LearningData ScienceNotebooks
Exercise — Your First Machine Learning Model
Build and evaluate your first ML model on a tabular dataset.
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Titanic dataset feature analysis
Data ScienceMachine LearningNotebooks
Extract Titanic Information
Data extraction and feature understanding on the Titanic dataset.
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pandas practice
Data ScienceNotebooks
Pandas Practice
Practice exercises to get hands-on with pandas for data analysis.
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Plant disease detection
AIMachine LearningData ScienceNotebooks
Plant Disease Detection
Computer vision workflow to classify plant diseases from leaf images.
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titanic ml
NotebooksMachine LearningData Science
Titanic — Machine Learning from Disaster
Clean missing values, engineer features, and train baseline models for Titanic survival prediction.
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email classification — ham vs spam
AIMachine LearningData ScienceNotebooks
Email Classification: Ham or Spam — A Practical Walkthrough
A styled summary of a Kaggle notebook covering preprocessing, vectorization, modeling, and evaluation for spam detection.
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