Developing complete projects—from data collection and cleaning to modeling and deploying applications—demonstrates comprehensive understanding. Examples include predictive analytics dashboards, recommendation engines, or natural language processing tools. Documenting these projects with clear readmes and blog posts enhances portfolio visibility.

Developing complete projects—from data collection and cleaning to modeling and deploying applications—demonstrates comprehensive understanding. Examples include predictive analytics dashboards, recommendation engines, or natural language processing tools. Documenting these projects with clear readmes and blog posts enhances portfolio visibility.

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