xiaodin1/iron-labs

A repo to store and share solved data analytics assignments and side projects during my bootcamp at Ironhack.

Data Activity

A repo to store and share solved data analytics assignments and side projects.

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tailor-s-drawer | Messy repo with functions, libraries, templates & guides

• Click me

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unit_1 | bash, git, python

• Lab | bash: click me
• Lab | git: click me
• Lab | customer-analysis-round-1: click me
• Lab | customer-analysis-round-2: click me
• Lab | customer-analysis-round-3: click me
• Lab | customer-analysis-round-4: click me
• Lab | customer-analysis-round-5: click me
• Lab | customer-analysis-round-6: click me
• Lab | customer-analysis-round-7: click me
• Lab | customer-analysis-final-round: click me

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unit_2 | SQL

• Lab | sql-intro: click me
• Lab | sql-basics: click me
• Lab | sql-1: click me
• Lab | sql-2: click me
• Lab | sql-3: click me
• Lab | sql-4: click me
• Lab | sql-5: click me
• Lab | sql-6: click me
• Lab | sql-7: click me
• Lab | sql-8: click me
• Lab | sql-9: click me

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project-mbappé | mini-project | Machine Learning Linear Regression Practice

• v2 | ElasticNet
• v1 | Linear Regression, Lasso, Ridge, ElasticNet
• Original | Linear Regression

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unit_3 | moar SQL

• Lab | sql-join: click me
• Lab | sql-multiple-joins: click me
• Lab | sql-self-and-cross-join: click me
• Lab | sql-subqueries: click me
• Lab | sql-advanced-queries: click me
• Lab | sql-python-logistic-regression: click me
• Lab | imbalanced-data: click me

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movie-rent-predictor | Machine Learning Logistic Regression Practice

• Click me

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unit_4 | python, tableau

• Lab | lab-cleaning-numerical-data: click me
• Lab | lab-cleaning-categorical-data: click me
• Lab | lab-feature-extraction: click me
• Lab | lab-data-cleaning-and-wrangling: click me
• Lab | lab-comparing-regression-models: click me
• Lab | lab-random-variable-distributions: click me
• Lab | lab-getting-started-with-tableau: click me
• Lab | lab-dashboards-with-tableau: click me

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unit_5 | patent-pending | mid-project | Machine Learning Linear Regression Practice

• Click me | RandomForestRegressor

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unit_6 | python, SQL, tableau, excel

• Lab | lab-manipulating-data-from-multiple-sources: click me
• Lab | lab-grouping-data: click me
• Lab | lab-lod-expressions-dashboards: click me
• Lab | lab-aggregation-revisited-subqueries: click me
• Lab | lab-stored-procedures: click me

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unit_7 | python, statistics

• Lab | lab-revisiting-machine-learning: click me
• Lab | lab-feature-engineering: click me
• Lab | lab-inferential-statistics: click me
• Lab | lab-t-tests-p-values: click me
• Lab | lab-inferential-statistics-anova: click me
• Lab | lab-handling-data-imbalance-in-classification-models: click me
• Lab | lab-cross-validation: click me
• Lab | random-forests: click me

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cosmic-compendium | Image Classification, TensorFlow & Keras Practice

• Click me | Computer Vision

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unit_8 | python, web scrapping, api

• Lab | lab-web-scraping-single-page: click me
• Lab | lab-web-scraping-multiple-pages: click me
• Lab | lab-working-with-api: click me
• Lab | lab-api-wrappers: click me
• Lab | lab-unsupervised-learning-intro: click me

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cytology-codex | final-project | Multiple Multiclassification, TensorFlow & Keras Practice

• Click me | Computer Vision