Kaggle Competitions & Course Notebooks

This repository contains my completed notebooks (.ipynb files) from various Kaggle Competitions and Kaggle Learn courses. Each notebook includes the solutions and implementations for the official Kaggle exercises and competitions, covering a wide range of Data Science & Machine Learning topics.

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Kaggle Competitions & Course Notebooks

Competitions:

Courses:

Intro to Programming

Python

Pandas

Data Cleaning

Data Visualization

Intro to SQL

Advanced SQL

Intro to Machine Learning

Intermediate Machine Learning

Intro to Deep Learning

Intro to AI Ethics

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Name		Name	Last commit message	Last commit date
Latest commit History 365 Commits
3lc-multi-vehicle-detection-challenge.ipynb		3lc-multi-vehicle-detection-challenge.ipynb
README.md		README.md
ai-mathematical-olympiad-progress-prize-3.ipynb		ai-mathematical-olympiad-progress-prize-3.ipynb
arc-agi-2-grid-transform-solver-with-beam-search.ipynb		arc-agi-2-grid-transform-solver-with-beam-search.ipynb
arc-agi-3-hybrid-dsl-program-search-with-planning.ipynb		arc-agi-3-hybrid-dsl-program-search-with-planning.ipynb
birdclef-2026-mel-spectrogram-cnn-soundscapes.ipynb		birdclef-2026-mel-spectrogram-cnn-soundscapes.ipynb
bm25-tf-idf-reranking-legal-information-retrieval.ipynb		bm25-tf-idf-reranking-legal-information-retrieval.ipynb
cafa-6-protein-function-prediction.ipynb		cafa-6-protein-function-prediction.ipynb
catechol-benchmark-hackathon.ipynb		catechol-benchmark-hackathon.ipynb
connect-x.ipynb		connect-x.ipynb
deep-past-challenge-translate-akkadian-to-english.ipynb		deep-past-challenge-translate-akkadian-to-english.ipynb
diabetes-prediction-challenge.ipynb		diabetes-prediction-challenge.ipynb
digitization-of-ecg-images.ipynb		digitization-of-ecg-images.ipynb
exercise-a-single-neuron.ipynb		exercise-a-single-neuron.ipynb
exercise-ai-fairness.ipynb		exercise-ai-fairness.ipynb
exercise-analytic-functions.ipynb		exercise-analytic-functions.ipynb
exercise-arithmetic-and-variables.ipynb		exercise-arithmetic-and-variables.ipynb
exercise-as-with.ipynb		exercise-as-with.ipynb
exercise-bar-charts-and-heatmaps.ipynb		exercise-bar-charts-and-heatmaps.ipynb
exercise-binary-classification.ipynb		exercise-binary-classification.ipynb
exercise-booleans-and-conditionals.ipynb		exercise-booleans-and-conditionals.ipynb
exercise-categorical-variables.ipynb		exercise-categorical-variables.ipynb
exercise-character-encodings.ipynb		exercise-character-encodings.ipynb
exercise-choosing-plot-types-and-custom-styles.ipynb		exercise-choosing-plot-types-and-custom-styles.ipynb
exercise-conditions-and-conditional-statements.ipynb		exercise-conditions-and-conditional-statements.ipynb
exercise-creating-reading-and-writing.ipynb		exercise-creating-reading-and-writing.ipynb
exercise-cross-validation.ipynb		exercise-cross-validation.ipynb
exercise-data-leakage.ipynb		exercise-data-leakage.ipynb
exercise-data-types-and-missing-values.ipynb		exercise-data-types-and-missing-values.ipynb
exercise-data-types.ipynb		exercise-data-types.ipynb
exercise-deep-neural-networks.ipynb		exercise-deep-neural-networks.ipynb
exercise-distributions.ipynb		exercise-distributions.ipynb
exercise-dropout-and-batch-normalization.ipynb		exercise-dropout-and-batch-normalization.ipynb
exercise-explore-your-data.ipynb		exercise-explore-your-data.ipynb
exercise-final-project.ipynb		exercise-final-project.ipynb
exercise-functions-and-getting-help.ipynb		exercise-functions-and-getting-help.ipynb
exercise-functions.ipynb		exercise-functions.ipynb
exercise-getting-started-with-sql-and-bigquery.ipynb		exercise-getting-started-with-sql-and-bigquery.ipynb
exercise-group-by-having-count.ipynb		exercise-group-by-having-count.ipynb
exercise-grouping-and-sorting.ipynb		exercise-grouping-and-sorting.ipynb
exercise-handling-missing-values.ipynb		exercise-handling-missing-values.ipynb
exercise-hello-seaborn.ipynb		exercise-hello-seaborn.ipynb
exercise-human-centered-design-for-ai.ipynb		exercise-human-centered-design-for-ai.ipynb
exercise-identifying-bias-in-ai.ipynb		exercise-identifying-bias-in-ai.ipynb
exercise-inconsistent-data-entry.ipynb		exercise-inconsistent-data-entry.ipynb
exercise-indexing-selecting-assigning.ipynb		exercise-indexing-selecting-assigning.ipynb
exercise-intro-to-lists.ipynb		exercise-intro-to-lists.ipynb
exercise-introduction.ipynb		exercise-introduction.ipynb
exercise-joining-data.ipynb		exercise-joining-data.ipynb
exercise-joins-and-unions.ipynb		exercise-joins-and-unions.ipynb
exercise-line-charts.ipynb		exercise-line-charts.ipynb
exercise-lists.ipynb		exercise-lists.ipynb
exercise-loops-and-list-comprehensions.ipynb		exercise-loops-and-list-comprehensions.ipynb
exercise-machine-learning-competitions.ipynb		exercise-machine-learning-competitions.ipynb
exercise-missing-values.ipynb		exercise-missing-values.ipynb
exercise-model-cards.ipynb		exercise-model-cards.ipynb
exercise-model-validation.ipynb		exercise-model-validation.ipynb
exercise-nested-and-repeated-data.ipynb		exercise-nested-and-repeated-data.ipynb
exercise-order-by.ipynb		exercise-order-by.ipynb
exercise-overfitting-and-underfitting.ipynb		exercise-overfitting-and-underfitting.ipynb
exercise-parsing-dates.ipynb		exercise-parsing-dates.ipynb
exercise-pipelines.ipynb		exercise-pipelines.ipynb
exercise-random-forests.ipynb		exercise-random-forests.ipynb
exercise-renaming-and-combining.ipynb		exercise-renaming-and-combining.ipynb
exercise-scaling-and-normalization.ipynb		exercise-scaling-and-normalization.ipynb
exercise-scatter-plots.ipynb		exercise-scatter-plots.ipynb
exercise-select-from-where.ipynb		exercise-select-from-where.ipynb
exercise-stochastic-gradient-descent.ipynb		exercise-stochastic-gradient-descent.ipynb
exercise-strings-and-dictionaries.ipynb		exercise-strings-and-dictionaries.ipynb
exercise-summary-functions-and-maps.ipynb		exercise-summary-functions-and-maps.ipynb
exercise-syntax-variables-and-numbers.ipynb		exercise-syntax-variables-and-numbers.ipynb
exercise-underfitting-and-overfitting.ipynb		exercise-underfitting-and-overfitting.ipynb
exercise-working-with-external-libraries.ipynb		exercise-working-with-external-libraries.ipynb
exercise-writing-efficient-queries.ipynb		exercise-writing-efficient-queries.ipynb
exercise-xgboost.ipynb		exercise-xgboost.ipynb
exercise-your-first-machine-learning-model.ipynb		exercise-your-first-machine-learning-model.ipynb
geohab-2026-mlwg-competition.ipynb		geohab-2026-mlwg-competition.ipynb
getting-started-with-titanic.ipynb		getting-started-with-titanic.ipynb
harmonizing-sdrf-metadata-hybrid-tfidf-rules.ipynb		harmonizing-sdrf-metadata-hybrid-tfidf-rules.ipynb
image2biomass-prediction.ipynb		image2biomass-prediction.ipynb
imagine-decoding-challenge.ipynb		imagine-decoding-challenge.ipynb
llm-operator-development-and-optimization.ipynb		llm-operator-development-and-optimization.ipynb
march-machine-learning-mania-2026.ipynb		march-machine-learning-mania-2026.ipynb
maze-crawler.ipynb		maze-crawler.ipynb
measuring-progress-toward-agi-cognitive-abilities.ipynb		measuring-progress-toward-agi-cognitive-abilities.ipynb
multi-view-pig-posture-recognition.ipynb		multi-view-pig-posture-recognition.ipynb
nvidia-nemotron-model-reasoning-challenge.ipynb		nvidia-nemotron-model-reasoning-challenge.ipynb
orbit-wars.ipynb		orbit-wars.ipynb
pierce-the-veil-hack-it-and-crack-it-simulation.ipynb		pierce-the-veil-hack-it-and-crack-it-simulation.ipynb
predict-1-year-us-stock-returns-from-fundamentals.ipynb		predict-1-year-us-stock-returns-from-fundamentals.ipynb
predict-customer-churn.ipynb		predict-customer-churn.ipynb
predicting-f1-pit-stops.ipynb		predicting-f1-pit-stops.ipynb
predicting-heart-disease.ipynb		predicting-heart-disease.ipynb
predicting-irrigation-need.ipynb		predicting-irrigation-need.ipynb
predicting-student-test-scores.ipynb		predicting-student-test-scores.ipynb
rental-product-recommendation-system.ipynb		rental-product-recommendation-system.ipynb
retroviral-wall-challenge.ipynb		retroviral-wall-challenge.ipynb
rogii-wellbore-geology-prediction.ipynb		rogii-wellbore-geology-prediction.ipynb
santa-2025-christmas-tree-packing-challenge.ipynb		santa-2025-christmas-tree-packing-challenge.ipynb
scientific-image-forgery-detection.ipynb		scientific-image-forgery-detection.ipynb

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