<ul><li>Project: Sentiment Analysis on Movie Reviews</li><li>Objective: Classify text reviews as positive or negative using machine learning.</li><li>Production Code Example: This code demonstrates how to serialize and serve a trained sentiment analysis model using BentoML for scalable, production-ready deployment.</li><li>These projects helped me transition from Jupyter notebooks to Kubernetes deployments. Building and deploying end-to-end solutions sets engineers apart in the AI/ML field.</li></ul>

7 Machine Learning Project Ideas for Beginners (with Code Example)

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